#  @MLflow MLflow MLflow posts on X about 6969, databricks, ai, llm the most. They currently have [------] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours. ### Engagements: [-----] [#](/creator/twitter::1025537796931387392/interactions)  - [--] Week [-----] +1,421% - [--] Month [-----] -44% - [--] Months [------] -53% - [--] Year [-------] +17% ### Mentions: [--] [#](/creator/twitter::1025537796931387392/posts_active)  - [--] Month [--] +110% - [--] Months [--] -8.90% - [--] Year [---] +144% ### Followers: [------] [#](/creator/twitter::1025537796931387392/followers)  - [--] Week [------] +0.25% - [--] Month [------] +0.88% - [--] Months [------] +5.80% - [--] Year [------] +15% ### CreatorRank: undefined [#](/creator/twitter::1025537796931387392/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [events](/list/events) #1201 [social networks](/list/social-networks) [stocks](/list/stocks) [travel destinations](/list/travel-destinations) [countries](/list/countries) [cryptocurrencies](/list/cryptocurrencies) **Social topic influence** [6969](/topic/6969) #1478, [databricks](/topic/databricks) #97, [ai](/topic/ai), [llm](/topic/llm), [data ai summit](/topic/data-ai-summit) #3, [how to](/topic/how-to), [we are](/topic/we-are), [open ai](/topic/open-ai), [mlflow](/topic/mlflow), [bug](/topic/bug) **Top accounts mentioned or mentioned by** [@databricks](/creator/undefined) [@dspyoss](/creator/undefined) [@openai](/creator/undefined) [@nvidia](/creator/undefined) [@pytorch](/creator/undefined) [@llamaindex](/creator/undefined) [@langchainai](/creator/undefined) [@sparkaisummit](/creator/undefined) [@dataaisummit](/creator/undefined) [@mosaicml](/creator/undefined) [@unitycatalogio](/creator/undefined) [@omdsb](/creator/undefined) [@huggingface](/creator/undefined) [@mlopscommunity](/creator/undefined) [@cleanlabais](/creator/undefined) [@mlopsworld](/creator/undefined) [@2twitme](/creator/undefined) [@redislabs](/creator/undefined) [@facebookai](/creator/undefined) [@aiondatabricksboostingdspyoptimizerobservabilitywithmlflow698b6dc29ea7](/creator/undefined) **Top assets mentioned** [April (APRIL)](/topic/april) [Microsoft Corp. (MSFT)](/topic/microsoft) ### Top Social Posts Top posts by engagements in the last [--] hours "Ask Me Anything: MLflow MLOps MLflow Pipelines Bring your questions and get them answered live 🙌🙌 #mlflow #mlops #opensource #pipelines #DataAISummit" [X Link](https://x.com/MLflow/status/1542200161710944257) 2022-06-29T17:35Z [----] followers, [--] engagements "LLM Avalanche: a technical Large-Language Model meetup preceding #DataAISummit 🗓 Jun [--] [----] 📍 San Francisco It will be held at the Contemporary Jewish Museum with [--] world experts as speakers on #LLMs and [----] attendees 🌎 Secure your spot: #LLM https://www.avalanche.fm/ https://www.avalanche.fm/" [X Link](https://x.com/MLflow/status/1671144337462243329) 2023-06-20T13:13Z [----] followers, [---] engagements "✅ MLflow AI Gateway docs: ✅ MLflow AI Gateway/LangChain integration docs:" [X Link](https://x.com/MLflow/status/1699493743844261954) 2023-09-06T18:44Z [----] followers, [---] engagements "In this webinar explore the powerful synergy between @lakeFS and #MLflow to elevate your #machinelearning and #datascience endeavors Watch here #opensource #lakefs #mlops" [X Link](https://x.com/MLflow/status/1715069172655226976) 2023-10-19T18:15Z [----] followers, [---] engagements "Tomorrow Nov 1st Stephen Goldbaum Kabir Rekhi Michael Shtelma & Brooke Wenig will present Accelerating Regulatory Compliance with Generative AI 👉 #opensource #mlflow #generativeai #finos #linuxfoundation" [X Link](https://x.com/MLflow/status/1719409073416708453) 2023-10-31T17:40Z [----] followers, [---] engagements "#NeurIPS DAY [--] 🎊😄 MLflow is happy to be attending the 37th Annual Conference on Neural Information Processing Systems at the New Orleans Ernest N. Morial Convention Center. Want to learn more about #MLflow Stop by the @databricks / @MosaicML booth ✅ #opensource #oss" [X Link](https://x.com/MLflow/status/1734647200536281425) 2023-12-12T18:51Z [----] followers, [----] engagements "#NeurIPS2023 day [--] is in full swing 🎊 Have you stopped by the @MosaicML / @databricks booth (#1009) in the expo hall yet Come grab a go-cup and learn about #MLflow 👋 #oss #opensource #neurips #genai" [X Link](https://x.com/MLflow/status/1734996199357207029) 2023-12-13T17:58Z [----] followers, [---] engagements "📣 Do you have some exciting generative AI #datascience or machine learning insights The #DataAISummit community an incredible 70000+ strong wants to learn from YOU. Apply to speak 👉 Call for presentations closes January [--] [----]. #mlflow #oss https://bit.ly/3ujgf38 https://bit.ly/3ujgf38" [X Link](https://x.com/MLflow/status/1735325851963539495) 2023-12-14T15:48Z [----] followers, [---] engagements "There are only a few days left to submit your #DataAISummit session proposal Share your expertise with the largest gathering of #data and #AI professionals. Call for presentations closes this Friday January [--] 👉 #mlflow #dataaisummit https://bit.ly/3sOkYt0 https://bit.ly/3sOkYt0" [X Link](https://x.com/MLflow/status/1742245196119622093) 2024-01-02T18:03Z [----] followers, [---] engagements "This blog by Avinash Sooriyarachchi walks through implementing a sparse mixture of experts language model from scratch. Using@Databricksand#MLflow Avinash showcases how you can now use the platform for cutting-edge #AI development. #llm #huggingface" [X Link](https://x.com/MLflow/status/1750223637330976841) 2024-01-24T18:26Z [----] followers, [---] engagements "In this tutorial learn how to deploy an #MLflow tracking server on #AWS using @PulumiCorp. Check out the step-by-step guide ➡ #pulumi #opensource #oss #mlops" [X Link](https://x.com/MLflow/status/1768638438780146001) 2024-03-15T14:00Z [----] followers, [---] engagements "Leading researchers from @allen_ai are talking live with @Databricks about how OLMo - the truly open #LLM - was created. Nothing is off-limits The team will be covering everything from pre-training data to evaluation. Don't miss it Sign up here ➡ #oss" [X Link](https://x.com/MLflow/status/1770968161170465113) 2024-03-22T00:18Z [----] followers, [---] engagements "Don't miss the Healthcare #NLPSummit on April 2-3 where Yinxi Zhang @databricks will share her insights on Empowering Healthcare through NLP: Harnessing Clinical Document Insights at Intermountain Health' with Dylan Wagenseller @Intermountain. 👉" [X Link](https://x.com/MLflow/status/1771137247905042761) 2024-03-22T11:30Z [----] followers, [---] engagements "Introducing #DBRX an open general-purpose LLM created by @Databricks Across a range of standard benchmarks DBRX sets a new state-of-the-art for established open LLMs. 🚀 Learn more: #llms #llm #largelanguagemodel https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm" [X Link](https://x.com/MLflow/status/1772976863268266297) 2024-03-27T13:19Z [----] followers, [---] engagements ".@MistralAI has been added as a native provider for the #MLflow Deployments Server in MLflow 2.11.0 You can create proxied connections to the Mistral AI services for completions and embeddings with their powerful #GenAI models. 🔗 Learn more: https://hubs.la/Q02qsfBT0 https://hubs.la/Q02qsfBT0" [X Link](https://x.com/MLflow/status/1773366184215245048) 2024-03-28T15:07Z [----] followers, [---] engagements "Come one come all to the Generative AI Extravaganza: DBRX 🔥👾🥳🚀🤠 on Thursday May 2nd at 6:00 PT at the @Databricks Bellevue office RSVP & view the event program: #opensource #databricks #oss #mlflow https://www.meetup.com/seattle-spark-meetup/events/299884439/ https://www.meetup.com/seattle-spark-meetup/events/299884439/" [X Link](https://x.com/MLflow/status/1773419579512918445) 2024-03-28T18:39Z [----] followers, [----] engagements "Learn how to build an @OpenAI-compatible chatbot using a local Transformers model and #MLflow and serve it with minimal configuration. 🔗 Get started: #opensource #oss #openai https://mlflow.org/docs/latest/llms/transformers/tutorials/conversational/pyfunc-chat-model.html https://mlflow.org/docs/latest/llms/transformers/tutorials/conversational/pyfunc-chat-model.html" [X Link](https://x.com/MLflow/status/1775247340128903494) 2024-04-02T19:42Z [----] followers, [---] engagements "We've added compatibility support for the @OpenAI 1.x SDK You'll now be able to utilize the 1.x family of the OpenAI SDK without having to point to deprecated legacy APIs. Learn more about the impactful features of MLflow 2.11.0 👉 #opensource #mlflow https://hubs.la/Q02qsfCt0 https://hubs.la/Q02qsfCt0" [X Link](https://x.com/MLflow/status/1775540511241126375) 2024-04-03T15:07Z [----] followers, [---] engagements "📢 TOMORROW Be the first to hop on the DBRX train and watch as it transforms your projects and workflows. Snag your spot at the @Databricks Roundtable on April 4th. Don't miss outregister now and let's rock with DBRX. See you there Hey folks you won't want to miss the big reveal of DBRX the coolest new thing in open large language models Swing by tomorrow April 4th to the Databricks Roundtable and let's geek out together about all the cool stuff DBRX can do. https://t.co/PbiYJ1uoZy Hey folks you won't want to miss the big reveal of DBRX the coolest new thing in open large language models" [X Link](https://x.com/MLflow/status/1775592336120045600) 2024-04-03T18:32Z [----] followers, [---] engagements "Join us for four days of deep learning around data AI & LLM technologies at#DataAISummit June 10-13 in San Francisco 🚀 ✔ 500+ breakout sessions & keynotes ✔ 20+ Hands-on trainings ✔ Four days of food & beverage ✔ Networking events & parties https://www.databricks.com/dataaisummitutm_source=linkedin&utm_medium=mlflow&utm_campaign=7018y000001f7cvqai https://www.databricks.com/dataaisummitutm_source=linkedin&utm_medium=mlflow&utm_campaign=7018y000001f7cvqai" [X Link](https://x.com/MLflow/status/1777736336864358865) 2024-04-09T16:32Z [----] followers, [---] engagements "This Thursday April 18th the #Python User Group Belgium will hold its seventh meetup in Ghent 🙌 At this meetup Vitale Sparacello #MLflow Ambassador and Tech Lead at @datarootsio will present #MLOps Made Easy with #MLflow. RSVP ➡ https://www.meetup.com/python-user-group-belgium/events/298456368/ https://www.meetup.com/python-user-group-belgium/events/298456368/" [X Link](https://x.com/MLflow/status/1779876515477434802) 2024-04-15T14:16Z [----] followers, [---] engagements "🚀 Share your #MLflow feedback in this quick survey We want to know your thoughts on some of the latest MLflow features and how you envision MLflow growing to meet your needs especially with new #DeepLearning and #LLM features. Take survey ➡ #oss https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU" [X Link](https://x.com/MLflow/status/1782764626985279819) 2024-04-23T13:33Z [----] followers, [---] engagements "👥 Be a part of our community-driven development at #MLflow. Share your thoughts and help us focus on the features that matter most to you. Take the MLflow feedback survey now: #opensource #oss #linuxfoundation #mlops https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU" [X Link](https://x.com/MLflow/status/1785297189511532719) 2024-04-30T13:16Z [----] followers, [----] engagements "MosaicX Spotlight is a new technical meetup series that focuses on applying the latest #GenAI research to business use cases On May [--] the new series will kickoff in New York City atThe Times Center 🏙 Space will be limited - Sign up soon ➡ https://events.databricks.com/fy250522-ev-mosaicspotlightmeetup-nyc/waitlist https://events.databricks.com/fy250522-ev-mosaicspotlightmeetup-nyc/waitlist" [X Link](https://x.com/MLflow/status/1787467811033358518) 2024-05-06T13:01Z [----] followers, [---] engagements "In this tutorial explore how to set up an #MLflow Deployments Server tailored for @OpenAI's models allowing seamless integration and querying of #OpenAIs powerful language models. 🔗Get started: #oss #opensource #linuxfoundation https://mlflow.org/docs/latest/llms/deployments/guides/index.html https://mlflow.org/docs/latest/llms/deployments/guides/index.html" [X Link](https://x.com/MLflow/status/1805226445267951930) 2024-06-24T13:08Z [----] followers, [---] engagements "Dive into our latest blog on maximizing mlflow.pyfunc in your ML projects 🚀 Discover how to build ensemble models integrate DuckDB craft custom pipelines and more. Perfect your model lifecycle management with MLflow. PyFunc in Practice ➡ #mlflow https://mlflow.org/blog/pyfunc-in-practice https://mlflow.org/blog/pyfunc-in-practice" [X Link](https://x.com/MLflow/status/1831046556180676846) 2024-09-03T19:08Z [----] followers, [---] engagements "MLflow's OpenAI autologging: a simple entry point for GenAI experiments. Track OpenAI interactions with one line of code. 🔍 Trace logging 📊 Optional model logging 🔄 Easy run comparisons Docs: #MLOps #OpenAI #ML #LLMOps https://mlflow.org/docs/latest/llms/openai/autologging.html https://mlflow.org/docs/latest/llms/openai/autologging.html" [X Link](https://x.com/MLflow/status/1843658682728624184) 2024-10-08T14:24Z [----] followers, [---] engagements "MLflow ChatModel enables rapid development of standardized chat interfaces 🚀 Reduces boilerplate 🔄 Seamless tracing and evals 🛠 Supports tool calling Ideal for compound AI systems & multi-step agents Tutorial: https://mlflow.org/docs/latest/llms/chat-model-guide/index.html https://mlflow.org/docs/latest/llms/chat-model-guide/index.html" [X Link](https://x.com/MLflow/status/1846614121510248539) 2024-10-16T18:08Z [----] followers, [---] engagements "MLflow [----] introduces audio playback in the UI As TTS models from OpenAI & others become more common MLflow lets you track & analyze audio alongside other artifacts. Get started with a simple mlflow.log_artifact() call on an audio file" [X Link](https://x.com/MLflow/status/1847379422133063963) 2024-10-18T20:49Z 10.6K followers, [---] engagements "MLflow 2.17.1 adds OpenAI Swarm tracing support Updates in this release include: 🔄 OpenAI Swarm tracing/autologging 🔗 UC connections as model deps 🚀 Genie Spaces model resources 💬 Custom chat endpoint improvements Release Notes: #MLflow #AI https://mlflow.org/releases#2171-2024-10-25 https://mlflow.org/releases#2171-2024-10-25" [X Link](https://x.com/MLflow/status/1851701512126501023) 2024-10-30T19:03Z 10.6K followers, [---] engagements "MLflow's OpenAI autologging now includes built-in tracing for OpenAI Swarm multi-agent systems with one line of code: mlflow.openai.autolog() That's all it takes to get full visibility into every agent handoff and tool call. #MLflow #AI #OpenAI" [X Link](https://x.com/MLflow/status/1852377590679409090) 2024-11-01T15:50Z [----] followers, [----] engagements "Python ML developers: Add mlflow.autolog() to get instant production-grade tracking & observability Works with: 📊 Popular ML libraries (sklearn PyTorch XGBoost .) 🤖 GenAI (OpenAI LangChain LlamaIndex .) One line automatic logging of metrics artifacts traces etc" [X Link](https://x.com/MLflow/status/1854971780294643809) 2024-11-08T19:38Z [----] followers, [---] engagements "MLflow's GenAI evaluation metrics are now callable functions as of MLflow [----] making them easier to use and integrate Use metrics like answer_relevance directly or via mlflow.evaluate()perfect for quick prototyping and custom evaluation workflows. #AI #LLMs #MLOps #LLMOps" [X Link](https://x.com/MLflow/status/1856038188625826138) 2024-11-11T18:16Z [----] followers, [---] engagements "📚 Docs: 📝 Release notes: https://mlflow.org/releases/2.17.0 https://mlflow.org/docs/latest/model-evaluation/index.html https://mlflow.org/releases/2.17.0 https://mlflow.org/docs/latest/model-evaluation/index.html" [X Link](https://x.com/MLflow/status/1856038268883620018) 2024-11-11T18:16Z [----] followers, [---] engagements "MLflow Tracing preserves error data and partial execution state when exceptions occur making it easier to diagnose problems in GenAI applications. 📊 Records data pre-failure 🔍 Stores exception details ❌ Clear error status in UI docs: https://mlflow.org/docs/latest/llms/tracing/index.html https://mlflow.org/docs/latest/llms/tracing/index.html" [X Link](https://x.com/MLflow/status/1857521179051044991) 2024-11-15T20:28Z [----] followers, [---] engagements "MLflow [----] adds Anthropic Bedrock Mistral and TogetherAI as LLM judge providers for evaluating GenAI outputs Just change the model URI to switch providers ⚡ 📚 Docs: #MLflow #LLMOps #AI https://mlflow.org/docs/latest/llms/llm-evaluate/index.html#saas-llm-providers https://mlflow.org/docs/latest/llms/llm-evaluate/index.html#saas-llm-providers" [X Link](https://x.com/MLflow/status/1859256134441292002) 2024-11-20T15:23Z [----] followers, [---] engagements "MLflow [----] updates the tracing UI for improved GenAI application debugging: ✨ Enhanced Markdown rendering 🔄 Standardized span components 📊 Improved content visualization Debug multi-agent systems and LLM apps with better observability than ever before. #MLflow #LLMOps #AI" [X Link](https://x.com/MLflow/status/1861114378516336855) 2024-11-25T18:27Z 10.3K followers, [---] engagements "MLflow automated tracing supports major GenAI frameworks & models including DSPy and Gemini. One line of code = complete visibility into your GenAI apps: mlflow.library.autolog() See every interaction error state and agent handoff in real-time: https://mlflow.org/docs/latest/llms/tracing/index.html https://mlflow.org/docs/latest/llms/tracing/index.html" [X Link](https://x.com/MLflow/status/1863675491648991586) 2024-12-02T20:03Z [----] followers, [----] engagements "Release notes: https://mlflow.org/releases/2.19.0 https://mlflow.org/releases/2.19.0" [X Link](https://x.com/MLflow/status/1866864230869385282) 2024-12-11T15:14Z [----] followers, [---] engagements "The MLflow team is hosting office hours on Jan [--] Join us to: 🔍 Get help with your contributions 💡 Learn about new GenAI features 🚀 Discuss the roadmap 💬 Connect with maintainers January [--] 5PM PST / 8PM EST Register: #MLflow #MLOps #AI #OpenSource https://lu.ma/x3fuq2o9 https://lu.ma/x3fuq2o9" [X Link](https://x.com/MLflow/status/1874879560610893980) 2025-01-02T18:04Z [----] followers, [---] engagements "MLflow's validate_serving_input helps catch model serving issues before deployment. Easily test your production serving setup. validate_serving_input(model_uri serving_payload) 🔍 Test serving payloads 🐛 Catch format issues early ⚡ Validate before deploy #MLflow #MLOps" [X Link](https://x.com/MLflow/status/1876671111490142405) 2025-01-07T16:43Z [----] followers, [---] engagements "MLflow ChatModel turns any LLM into a versioned deployable model. From basic model wrapping to features like tracing and configuration our tutorials walk you through it step-by-step 🧵 #machinelearning #ai #mlops #llmops" [X Link](https://x.com/MLflow/status/1877760866076033219) 2025-01-10T16:54Z [----] followers, [---] engagements "Learn to build a tool-calling math agent with @llama_index Workflows and MLflow in our step-by-step tutorial 🧮 Building reliable AI agents requires observability and lifecycle managementcore capabilities MLflow provides while integrating with frameworks like LlamaIndex" [X Link](https://x.com/MLflow/status/1879203534241173983) 2025-01-14T16:26Z [----] followers, [---] engagements "Join us next week for an MLflow Virtual Meetup 🤖 GenAI Agents with Unity Catalog and MLflow 📊 MLflow Tracing Updates: Latest features and integrations + [----] roadmap preview Register here: #MLflow #GenAI #MLOps #machinelearning https://lu.ma/pmcwcenq https://lu.ma/pmcwcenq" [X Link](https://x.com/MLflow/status/1882564087579660332) 2025-01-23T23:00Z [----] followers, [---] engagements "Join us this week for our first MLflow Virtual Meetup of [----] We'll discuss: [--]. Building GenAI agents with MLflow and @unitycatalog_io [--]. The present and future of MLflow tracing including a preview of [----] updates See registration link below 👇 #machinelearning #ai #mlops" [X Link](https://x.com/MLflow/status/1883969451584082097) 2025-01-27T20:04Z [----] followers, [---] engagements "Join us for MLflow Office Hours see upcoming GenAI features get implementation guidance and connect with the MLflow team Deep dives into LLM tracking evaluation and MLOps best practices. 📅 Feb [--] 5:00 PM PST / 8:00 PM EST #MLflow #LLMOps #AI #MLOps" [X Link](https://x.com/MLflow/status/1884720467769987221) 2025-01-29T21:49Z [----] followers, [---] engagements "Our next MLflow Office Hours session is happening this week Stop by to learn about the MLflow roadmap ask questions chat about AI and ML or give us your feedback about MLflow. #machinelearning #mlops #genai" [X Link](https://x.com/MLflow/status/1886509952300408957) 2025-02-03T20:19Z [----] followers, [---] engagements "Event registration: https://lu.ma/gfcdbuz4 https://lu.ma/gfcdbuz4" [X Link](https://x.com/MLflow/status/1886509954447888446) 2025-02-03T20:19Z [----] followers, [---] engagements "Starting in one hour Come to office hours and bring your questions. In past sessions we've discussed topics like: - How to start contributing to MLflow - MLflow Tracing best practices - Product Roadmap Updates #genai #machinelearning #opensource #mlops https://lu.ma/gfcdbuz4 https://lu.ma/gfcdbuz4" [X Link](https://x.com/MLflow/status/1887291074055376966) 2025-02-06T00:03Z [----] followers, [---] engagements "MLflow Tracing gives you complete observability across OpenAI Anthropic Langchain LlamaIndex & all your other LLM providers with just one line of code. Add .autolog() and get instant insights into every LLM call. #ai #mlops #opensource" [X Link](https://x.com/MLflow/status/1887920023391359095) 2025-02-07T17:43Z [----] followers, [----] engagements "View your traces in the MLflow UI or as of MLflow [----] right in your Jupyter notebooks Read here to learn more about MLflow Tracing: https://mlflow.org/docs/latest/llms/tracing/index.html https://mlflow.org/docs/latest/llms/tracing/index.html" [X Link](https://x.com/MLflow/status/1887920027225178575) 2025-02-07T17:43Z [----] followers, [---] engagements "MLflow Office Hours tomorrow: Bring your questions share your feedback meet the community and learn about the roadmap. Feb 19th 8:00 AM PST / 11:00 AM EST. Register below #MLflow #MLOps #OpenSource #AI" [X Link](https://x.com/MLflow/status/1891860844280979967) 2025-02-18T14:42Z [----] followers, [---] engagements "Ever wanted to trace an #LLM provider that isnt natively supported by MLflow Now you can 🙌 In our latest blog we show you how to extend #MLflow Tracing beyond built-in providers. With a simple tweak to @ollama's Python SDK we demonstrate how just a few lines of code can unlock powerful tracing capabilities. ✅ And it doesnt stop therethese same techniques apply to more complex workflows including tracing multi-step tool execution loops. ➰ Read the full guide here #oss #opensource #linuxfoundation https://mlflow.org/blog/custom-tracing https://mlflow.org/blog/custom-tracing" [X Link](https://x.com/MLflow/status/1895154651143532747) 2025-02-27T16:50Z [----] followers, [---] engagements "Stop Guessing Start Tracing: Full GenAI Observability in One Line of Code 🔎 Struggling to keep track of your #GenAI calls across different frameworks and scripts MLflow Tracing provides an easy way to record organize and compare LLM callsincluding multi-step workflowsso you can debug and optimize your AI applications with ease. With just one line of code: ..() you get full AI observability for OpenAI Anthropic LangChain and more. 🚀 Get started in just [--] minutes Read the full guide here: #opensource #mlflow #oss #linuxfoundation https://mlflow.org/blog/ai-observability-mlflow-tracing" [X Link](https://x.com/MLflow/status/1899210554121789444) 2025-03-10T21:27Z [----] followers, [---] engagements "🛠 MLflow Tracing + Ollama Python SDK = Better Observability MLflow Tracing helps you capture detailed execution traces for GenAI applications. But what if your #LLM provider isnt natively supported We show how to add tracing support to the Ollama Python SDKstep by step. 📖 Read now: #opensource #oss #linuxfoundation #mlflow https://mlflow.org/blog/ai-observability-mlflow-tracing https://mlflow.org/blog/ai-observability-mlflow-tracing" [X Link](https://x.com/MLflow/status/1900584555578618176) 2025-03-14T16:27Z [----] followers, [---] engagements "📢 Reminder: MLflow Office Hours is Tomorrow This is your chance to dive into #GenAI #MLOps workflows and #MLflow best practiceswith insights from the experts. 🔍 What to Expect: ✅ Deep dives into GenAI & MLOps best practices ✅ Troubleshooting & implementation support ✅ Sneak peeks at upcoming MLflow features ✅ LLM tracking & evaluation strategies ✅ Live Q&A Share your screen and get real-time help 🗓 Wednesday March [--] 🕝 8:00 AM PST / 11:00 AM EST 🔗 Register now: #opensource #oss #linuxfoundation https://lu.ma/mlflow319 https://lu.ma/mlflow319" [X Link](https://x.com/MLflow/status/1902007457267765398) 2025-03-18T14:41Z [----] followers, [---] engagements "MLflow Office Hours - April [--] [----] https://x.com/i/broadcasts/1lDxLzOlLkmGm https://x.com/i/broadcasts/1lDxLzOlLkmGm" [X Link](https://x.com/MLflow/status/1907584927903920168) 2025-04-03T00:04Z [----] followers, [---] engagements "Don't forget you can get answers to your MLflow questions around the clock by joining the MLflow Slack: ✅ https://go.mlflow.org/slack https://go.mlflow.org/slack" [X Link](https://x.com/MLflow/status/1907592002172006565) 2025-04-03T00:32Z [----] followers, [---] engagements "🎥 Get Hands-On with MLflow Tracing New Video Out Now Explore how #MLflow Tracing enhances observability in #GenAI applications. In this video Daniel Liden (@databricks) provides a hands-on demonstration of setting up MLflow Tracing and discusses its benefits for debugging experimentation and data organization. You'll also learn: ✅ Best practices for organizing traces ✅ How to work with multiple tracing providers ✅ How tracing can be applied beyond AI applications Watch now ➡ #opensource #mlops #linuxfoundation #oss https://www.youtube.com/watchv=iRbB4yIm3ag&t=29s" [X Link](https://x.com/MLflow/status/1908141623814357361) 2025-04-04T12:56Z [----] followers, [---] engagements "🚀 MLflow Office Hours are back Join us on April [--] at 8AM PT for a special edition: MLflow [---] Office Hours 🙌 Were excited to dive into the first release candidate of MLflow [---] and explore whats new. Have MLflow questions Bring them all Whether its about MLflow [---] or anything else MLflow-related were here to help. 🔥 📅 Register today: MLflow [---] is designed to supercharge your AI experimentation and accelerate your journey from idea to production: ✅ Cutting-edge support for GenAI workflows ✅ Centralized tracking & observability for models agents and AI applications ✅ Enhanced performance" [X Link](https://x.com/MLflow/status/1909615735833231774) 2025-04-08T14:34Z [----] followers, [--] engagements "🚀 New on the MLflow blog: Automatically find the bad LLM responses in your LLM Evals with @CleanlabAI Cleanlabs Trustworthy Language Models (TLM) analyze prompts and responses to calculate a _ flagging potentially incorrect or hallucinated outputs no ground truth labels required. In this guide learn how to: ✅ Apply TLM to LLM responses captured with MLflow tracing ✅ Log track and analyze trustworthiness scores and explanations ✅ Use MLflow Evaluation to compare scores across runs 🔗 Check out the full guide: #opensource #mlflow #cleanlab #oss #llm https://mlflow.org/blog/tlm-tracing" [X Link](https://x.com/MLflow/status/1910416972405416295) 2025-04-10T19:37Z [----] followers, [---] engagements "In this quick clip #MLflow Ambassador @AAwadelrahman breaks down the MLflow Prompt Registry a powerful way to track version and reuse prompts across GenAI workflows and highlights key features. ✅ 🎥 Watch here: #opensource #oss #genai #promptengineering https://www.linkedin.com/posts/awadelrahman_mlflow-prompt-registry-activity-7316947032751915008-TwTJutm_source=share&utm_medium=member_desktop&rcm=ACoAABtV6AoB0BNMglRhliv1pwCn-K3XSUOIJP8" [X Link](https://x.com/MLflow/status/1912222478761423332) 2025-04-15T19:12Z [----] followers, [---] engagements "🚀 Excited to see the launch of Core4AI from Rahul Pandey MLflow Ambassador Core4AI is a powerful new tool that integrates with #MLflow to streamline prompt engineering. Core4AI supports both @OpenAI and @ollama enabling versioning management and intelligent prompt matching to help teams build smarter GenAI workflows at scale. ✅ 👉 GitHub Repo: 👉 PyPI: #opensource #mlflow #core4ai #promptengineering #llm https://pypi.org/project/core4ai/ https://github.com/iRahulPandey/core4ai https://pypi.org/project/core4ai/ https://github.com/iRahulPandey/core4ai" [X Link](https://x.com/MLflow/status/1912608585873244445) 2025-04-16T20:46Z [----] followers, [--] engagements "MLflow Tracing brings powerful observability to GenAI workflows capturing detailed execution data across every step of the process. But what if you're working with an #LLM provider that isnt supported out of the box 🤔 In this blog we go beyond autologging to show how to integrate #MLflow Tracing with the Ollama Python SDK an open-source client for the Ollama LLM platform. 📖 Full blog post 📌 Youll learn: ✅ How MLflow Tracing works and what it captures: inputs outputs metadata tool calls reasoning steps and more ✅ How to add custom tracing support to a provider like #Ollama with minimal code" [X Link](https://x.com/MLflow/status/1912922534867292553) 2025-04-17T17:34Z [----] followers, [---] engagements "Did you know you can view the MLflow Trace UI directly within #Jupyter notebooks 🚀 👉 Get started: MLflow Tracing captures inputs outputs and intermediate steps in your #GenAI workflowsmaking it easier to debug complex applications with full visibility. With MLflow [----] you can explore traces without ever leaving your notebook. 🌟 That means: No more tab switching. Just streamlined observability right where you're working. ✅ Whether you're using @LangChainAI #DSPy or other frameworks MLflow Tracing works out of the boxno code changes required. #opensource #mlflow #oss #jupyterlab" [X Link](https://x.com/MLflow/status/1913298831111868538) 2025-04-18T18:29Z [----] followers, [---] engagements "🎥 Get Hands-On with MLflow Tracing New Video Out Now Explore how #MLflow Tracing enhances observability in #GenAI applications. In this video Daniel Liden (@databricks) provides a hands-on demonstration of setting up MLflow Tracing and discusses its benefits for debugging experimentation and data organization. You'll also learn: ✅ Best practices for organizing traces ✅ How to work with multiple tracing providers ✅ How tracing can be applied beyond AI applications Watch now ➡ #opensource #mlops #linuxfoundation #oss https://youtu.be/X5P-zvGGE0gsi=UVNdOfZ54j8cxaJN" [X Link](https://x.com/MLflow/status/1914412804452540477) 2025-04-21T20:15Z [----] followers, [---] engagements "On April 23rd the #MLflow team at @databricks had the opportunity to join a meetup for Bilibili Group - one of the most popular media platforms in China referred to as China's YouTube. 🙌 Whats Bilibili❓ Bilibili is a prominent Chinese online video-sharing platform based in Shanghai. Launched in [----] it initially catered to fans of anime comics and games (ACG) but has since evolved into a diverse content hub. The platform offers a wide range of videos including music dance science and technology movies drama fashion and video games. As MLflow maintainers we were excited to share the #GenAI" [X Link](https://x.com/MLflow/status/1917206773980684744) 2025-04-29T13:18Z [----] followers, [---] engagements "Tomorrow April [--] at 20:00 CET Baak Tue Eskili and Maria Vechtomova are hosting a lightning session together with Daniel Liden Senior Developer Advocate at @Databricks and #MLflow contributor They will walk through: 🔹MLflow tracing 🔹MLflow evaluation 🔹Deploying our AI application on Databricks 👉 Register here: #opensource #oss #mlops https://maven.com/p/af7339/building-reliable-ai-systems-with-m-lflowutm_medium=ll_share_link&utm_source=instructor https://maven.com/p/af7339/building-reliable-ai-systems-with-m-lflowutm_medium=ll_share_link&utm_source=instructor" [X Link](https://x.com/MLflow/status/1917264689270251942) 2025-04-29T17:08Z [----] followers, [---] engagements "What can you achieve with generative AI using #MLflow Join Michael Berk (@databricks) at #ODSCEast as he demonstrates how MLflow streamlines the journey from #GenAI prototype to production ✅ 🔗 Register now ➡ In his session What Can You Do with GenAI Using MLflow Michael will showcase how MLflows unified open source #MLOps platform empowers teams to: 🔹 Leverage MLflows advanced tracing to monitor prompt-model interactions identify bottlenecks and gain full visibility across your GenAI applications. 🔹 Use MLflows built-in evaluation tools to continuously benchmark GenAI models ensuring" [X Link](https://x.com/MLflow/status/1918334868573859966) 2025-05-02T16:00Z [----] followers, [---] engagements "Calling all #MLflow users 📣 Save 50% on your Data+AI Summit pass with a special MLflow community discount. Want the exclusive code❓ REPLY to this post and well DM it to you👇 June [---] in SF 700+ sessions keynotes and in-depth talks on how teams are building with MLflow for #LLMs #agents #modeltracking and more. Hear directly from the MLflow team and connect with contributors practitioners and open-source builders. 🎟 Promotion ends Sunday May [--] 👉 Learn more: #MLOps #OpenSource #DataAISummit https://www.databricks.com/dataaisummit https://www.databricks.com/dataaisummit" [X Link](https://x.com/MLflow/status/1919460362023207147) 2025-05-05T18:33Z [----] followers, [---] engagements "Want to save 50% on your Data+AI Summit pass with a special MLflow community discount Want the exclusive code❓ REPLY to this post and well DM it to you" [X Link](https://x.com/MLflow/status/1920168214538952848) 2025-05-07T17:25Z [----] followers, [---] engagements "Live from Data Innovation Summit in Stockholm Thor Steen Larsen MLflow Ambassador and ML Engineer at @omDSB is demoing how #MLflow can streamline image dataset tracking at the @Databricks booth. 🙌 Hes sharing two practical methods: experiment tracking with dataset artifact logging and using MLflows @huggingface dataset module. Thor is also highlighting real-world challenges like storage limits and the complexity of data annotation. 🚀 🔗 Stay tuned for code examples - blog post coming soon on #opensource #mlflowambassador #oss #linuxfoundation #huggingface https://mlflow.org/blog" [X Link](https://x.com/MLflow/status/1920514464404656205) 2025-05-08T16:21Z [----] followers, [---] engagements "30 Days until #DataAISummit MLflow community members get 50% off registration 🎉 Want the code Reply to this post and well DM it to you.👇 June [---] in SF Dive into: 🔹 700+ sessions including talks on MLflow tracking evaluation GenAI workflows & more 🔹 Community meetups demos and real-world use cases 🔹 New techniques for scaling models in production Hurrythis offer ends Sunday May [--] 🎟 Learn more: #opensource #mlflow #genai #oss https://www.databricks.com/dataaisummit Thirty days left Join us in San Francisco for #DataAISummit the premiere global event for data practitioners leaders and" [X Link](https://x.com/MLflow/status/1921317389397885374) 2025-05-10T21:32Z 10.3K followers, [----] engagements "Ready to streamline your ML lifecycle 🚀 Join us at #DataAISummit to explore MLflow [---] on @Databricks where youll learn how to manage everything from experimentation to productionwith less effort and better results See how MLflow [---] supports: ✅ Automatic experiment tracking ✅ Lifecycle monitoring across environments ✅ Robust deployment versioning and governance ✅ Proven MLOps workflows ✅ Scalable generative AI applications 🗣 Session: MLflow 3.0: AI and MLOps on Databricks 🎤 Arpit Jasapara & Corey Zumar 🗓 June [---] 📍 San Francisco 🔗 Register now: P.S. MLflow community members get 50% off" [X Link](https://x.com/MLflow/status/1922323904821141961) 2025-05-13T16:11Z 10.5K followers, [---] engagements "🚨 Reminder: MLflow Office Hours is TOMORROW Dont miss your chance to connect directly with #MLflow maintainers and contributors in an open Q&A session. Whether you're managing models in production or experimenting with #LLM workflows this is the place to get technical insights and real-time feedback. Open to MLflow users of all levelsbring your questions and join the conversation 🗣 🗓 Wednesday May [--] 🕑 8:00AM PT 🔗 Register now: #opensource #oss #linuxfoundation #ML https://lu.ma/mlflow514 https://lu.ma/mlflow514" [X Link](https://x.com/MLflow/status/1922383530031780106) 2025-05-13T20:08Z [----] followers, [---] engagements "Did you know you can now try out MLflow for free using a managed hosted option Weve heard from a lot of you that getting started with MLOps tools easily is key especially as more engineers dive into #GenAI. To make it simpler to explore MLflow for GenAI theres a hosted option from @Databricks (the original creators of MLflow) that you can try with free credits: 👉 Try it here: Its a hassle-free way to experiment with MLflow and see how it works no infra setup required. And of course MLflow is still fully open source with hosted options available across all cloud providers: 🔗 Explore other" [X Link](https://x.com/MLflow/status/1926989553321091213) 2025-05-26T13:11Z [----] followers, [---] engagements "📣 The wait is over Data+AI Summit kicks off this week. 🎉 Ready to supercharge your machine learning workflow Join us for MLflow 3.0: AI and MLOps on @Databricks and see how MLflow [---] streamlines everything from experiment tracking to deploying ML and generative AI models. What youll learn: 🔹 How to automatically track experiments and compare model performance 🔹 Best practices for monitoring and managing models across multiple environments 🔹 Robust deployment strategies with versioning and governance 🔹 Proven MLOps workflows to accelerate development and deployment 🔹 Tips for building" [X Link](https://x.com/MLflow/status/1931921599827243036) 2025-06-09T03:49Z 10.1K followers, [---] engagements "🎉 We're excited to see the global data and AI community come together in San Francisco this week If youre passionate about open source make sure to check out the MLflow sessions. Youll get to explore MLflow [---] learn about MLOps best practices and discover how open platforms are fueling the next wave of AI innovation. Connect with the MLflow team engage with contributors and see how open source is powering everything from experiment tracking to scalable GenAI applications. 🙌 Whether youre on-site or tuning in virtually #MLflow and open source are at the heart of this years summit. See you" [X Link](https://x.com/MLflow/status/1932304615523193152) 2025-06-10T05:11Z 10.2K followers, [---] engagements "Be sure to check out - NEW design NEW documentation 🚀 http://mlflow.org http://mlflow.org" [X Link](https://x.com/MLflow/status/1938011981753291027) 2025-06-25T23:10Z 10.2K followers, [---] engagements "Check out this awesome blog by Sandeep - Advanced tracing and evaluation of generative AI agents using LangChain and Amazon SageMaker AI MLflow: https://aws.amazon.com/blogs/machine-learning/advanced-tracing-and-evaluation-of-generative-ai-agents-using-langchain-and-amazon-sagemaker-ai-mlflow/ https://aws.amazon.com/blogs/machine-learning/advanced-tracing-and-evaluation-of-generative-ai-agents-using-langchain-and-amazon-sagemaker-ai-mlflow/" [X Link](https://x.com/MLflow/status/1938019400948273653) 2025-06-25T23:40Z 10.2K followers, [---] engagements "Join us on Slack: https://join.slack.com/t/mlflow-users/shared_invite/zt-37w2jdu1t-Y09RF_89byJCxkIsPwU6Q https://join.slack.com/t/mlflow-users/shared_invite/zt-37w2jdu1t-Y09RF_89byJCxkIsPwU6Q" [X Link](https://x.com/MLflow/status/1938020987959734512) 2025-06-25T23:46Z 10.2K followers, [---] engagements "Deliver Production-Ready AINo Setup Required 🚀 Build GenAI applications faster with MLflow on Databricksfree fully managed by the original creators. Track trace evaluate and optimize your workflows with full OSS compatibility and no infrastructure overhead. Ready to accelerate your GenAI workflows Get started for free today ➡" [X Link](https://x.com/MLflow/status/1938262286092599418) 2025-06-26T15:45Z 10.2K followers, [----] engagements "Deliver Production-Ready AINo Setup Required 🚀 Build GenAI applications faster with MLflow on Databricksfree fully managed by the original creators. Track trace evaluate and optimize your workflows with full OSS compatibility and no infrastructure overhead. Ready to accelerate your GenAI workflows Get started for free today ➡ https://signup.databricks.com/destination_url=/ml/experiments-signupsource=TRY_MLFLOW&dbx_source=TRY_MLFLOW&signup_experience_step=EXPRESS&provider=MLFLOW&utm_source=x_post_mlflow_ads" [X Link](https://x.com/MLflow/status/1938359551234801673) 2025-06-26T22:11Z 10.2K followers, [---] engagements "Evaluate Language Model Outputs with LLM Judges 🚀 LLM judges leverage #LLMs to score the quality of model outputs offering a more human-like evaluation for complex language tasks while being significantly more scalable and cost-effective than manual human review. --- ✅ Automated scalable and cost-effective evaluation for language models ✅ Human-like scoring for nuanced free-form outputs ✅ Customizable to any domain or business requirement ✅ Seamless integration with MLflows experiment tracking and visualization tools ✅ Built-in metrics for answer correctness relevance faithfulness toxicity" [X Link](https://x.com/MLflow/status/1938628122175320414) 2025-06-27T15:58Z 10.2K followers, [---] engagements "Join Us for MLflow Office Hours This Wednesday 🥳 Are you working with models in production exploring LLM workflows or eager to dive into the latest MLflow features Dont miss our interactive MLflow Office Hours happening this Wednesday July [--] at 8AM PT RSVP here: Whether youre new to MLflow or a seasoned contributor these sessions are designed for everyone in the MLflow community. Lets connect and talk all things MLflowsee you there 👏 #opensource #oss #linuxfoundation #mlflow #ml https://lu.ma/officehours0709 https://lu.ma/officehours0709" [X Link](https://x.com/MLflow/status/1942252203928162353) 2025-07-07T15:59Z 10.3K followers, [---] engagements "📣 Dont Miss This Session at Agents in Production [----] Yuki Watanabe Senior Software Engineer at @Databricks will be presenting"Driving Evaluation-Driven Development with MLflow 3.0"at Agents in Production 2025a fully virtual free event on Thursday July [--]. 🔎 What to Expect: Discover how evaluation can drive the development of reliable Agentic applications as Yuki demonstrates MLflow 3.0s latest features including one-line observability automatic evaluation and human-in-the-loop feedback. Join to explore practical strategies for advancing quality in Agentic systems with MLflow 🚀 ✅ Check out" [X Link](https://x.com/MLflow/status/1942955284260864397) 2025-07-09T14:33Z 10.3K followers, [---] engagements "Boost observability in your #GenAI workflows with MLflow Tracing 🚀 In this hands-on session Daniel Liden Developer Advocate at @Databricks walks through how #MLflow Tracing can help you debug experiment and organize data more effectively in Generative AI applications. 💡 What you'll learn: How to set up MLflow Tracing Best practices for organizing traces Using multiple tracing providers Applying tracing beyond AI A deep dive into a complex agent workflow 🎥 Watch the full tutorial: #opensource #oss #linuxfoundation #generativeai https://www.youtube.com/watchv=X5P-zvGGE0g" [X Link](https://x.com/MLflow/status/1943034002308501580) 2025-07-09T19:46Z 10.3K followers, [---] engagements "🚀 Amazon Sagemaker AI now offers fully managed support for MLflow [---] MLflow [---] helps to accelerate your #GenAI journey with streamlined observability advanced tracing and unified experiment tracking. The new #GenAI features help you build monitor and optimize generative AI applications. 🔗 Learn more in the official AWS announcement: #mlflow #sagemaker #ai #machinelearning #generativeai https://aws.amazon.com/blogs/machine-learning/accelerating-generative-ai-development-with-fully-managed-mlflow-3-0-on-amazon-sagemaker-ai/" [X Link](https://x.com/MLflow/status/1943703300492185641) 2025-07-11T16:05Z 10.3K followers, [---] engagements "📣Happening This Week: Agents in Production [----] Join us virtually this Thursday July [--] for "Driving Evaluation-Driven Development with MLflow 3.0" by Yuki Watanabe Senior Software Engineer at @databricks. 🚀 ✅ Discover MLflow 3.0s new features: one-line observability automatic evaluation and human-in-the-loop feedback. ✅ Learn practical strategies for building reliable Agentic applications and improving quality in Agentic systems. Free and open to all interested in MLOps open source and Agentic AI 🙌 👉Check out the full agenda & register here: #opensource #oss #mlflow #linuxfoundation" [X Link](https://x.com/MLflow/status/1944754744393597089) 2025-07-14T13:43Z 10.3K followers, [---] engagements "Effortless Version Tracking for GenAI Apps with MLflow 🚀 MLflows LoggedModel makes it easy to version your entire GenAI applicationincluding code prompts and configsso you always know exactly whats running and when. ✅ Evaluation results and traces are automatically linked to each version giving you a complete auditable history for debugging and reproducibility. Instantly compare performance cost and quality scores across versions to make smarter data-driven deployment decisions. Why version your GenAI apps with MLflow 🔹 : Instantly recreate any previous application state using linked code" [X Link](https://x.com/MLflow/status/1945116157276491977) 2025-07-15T13:40Z 10.3K followers, [---] engagements "At what stage or scale of an ML project would you recommend moving from self-hosted MLflow to SageMaker managed MLflow Watch the full clip for the answer #sagemaker #mlflow #opensource #oss #ML" [X Link](https://x.com/MLflow/status/1945148382390952368) 2025-07-15T15:48Z 10.3K followers, [---] engagements "📣 Did you know Amazon Sagemaker AI now offers fully managed support for MLflow [--] MLflow [--] helps to accelerate your #GenAI journey with streamlined observability advanced tracing and unified experiment tracking. The new #GenAI features help you build monitor and optimize generative AI applications. 🔗 Learn more in the official AWS announcement: #opensource #mlflow #oss https://aws.amazon.com/blogs/machine-learning/accelerating-generative-ai-development-with-fully-managed-mlflow-3-0-on-amazon-sagemaker-ai/" [X Link](https://x.com/MLflow/status/1945148676231348300) 2025-07-15T15:49Z 10.3K followers, [---] engagements "Exciting news 🙌 MLflow will soon support TypeScript natively. With the upcoming MLflow TypeScript SDK youll be able to: ✅ Track monitor and evaluateprojects in Python TypeScript or JavaScriptall in one place ✅ Unify workflowsacross data science and full-stack development ✅ Collaborate seamlesslywithout switching tools or platforms 👀 Get anexclusive previewof the forthcomingTypeScript SDK: #MLflow #TypeScript #GenAI #MLOps #OpenSource https://www.youtube.com/watchv=-jzmGtHLnRg https://www.youtube.com/watchv=-jzmGtHLnRg" [X Link](https://x.com/MLflow/status/1945214594227872247) 2025-07-15T20:11Z 10.3K followers, [---] engagements "🚨 Happening TOMORROW July [--] Agents in Production [----] is almost here Dont miss Driving Evaluation-Driven Development with MLflow [---] by Yuki Watanabe Senior Software Engineer at Databricks. Get an inside look at MLflow 3.0s powerful new features: ✅ One-line observability ✅ Automatic evaluation ✅ Human-in-the-loop feedback Learn how to build more reliable Agentic applications and boost quality across your systems.💡 Free + virtual open to all in MLOps OSS and Agentic AI 📅 Final chance to register: #opensource #oss #mlflow #linuxfoundation #agenticai" [X Link](https://x.com/MLflow/status/1945475977678626933) 2025-07-16T13:29Z 10.3K followers, [---] engagements "Happening TODAY 🚨 Join Agents in Production [----] for a cant-miss session on building evaluation-driven Agentic systems with MLflow [---]. 🎙 Driving Evaluation-Driven Development with MLflow [---] with Yuki Watanabe Senior Software Engineer at @databricks Learn how to: ✅ Monitor LLM applications with one-line observability ✅ Automate evaluation across runs ✅ Incorporate human-in-the-loop feedback into your workflow 💻 Free + virtual open to all 📅 Last chance to register: #opensource #mlflow #agenticAI #MLOps #oss" [X Link](https://x.com/MLflow/status/1945824132530151931) 2025-07-17T12:33Z 10.3K followers, [----] engagements "MLflow Community Meetup July [--] [----] https://x.com/i/broadcasts/1MnxnwMaDWNKO https://x.com/i/broadcasts/1MnxnwMaDWNKO" [X Link](https://x.com/MLflow/status/1948156374095217061) 2025-07-23T23:00Z 10.3K followers, [----] engagements "Continue the conversation and by joining us on Slack ➡ http://bit.ly/4o5jRNv http://bit.ly/4o5jRNv" [X Link](https://x.com/MLflow/status/1948171267372179843) 2025-07-24T00:00Z 10.3K followers, [---] engagements "📣 Join us onWednesday August [--] for the next#MLflow Office Hoursan open Q&A session with MLflow maintainers and contributors Whether you're managing models in production experimenting with LLM workflows or exploring new features in MLflow this is your chance to get direct technical feedback from the team behind the project. 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅ Tips & best practices for tracking LLM workflows and ML experiments Bring" [X Link](https://x.com/MLflow/status/1948379860730106191) 2025-07-24T13:48Z 10.3K followers, [--] engagements "📣 Join us onWednesday August [--] for the next#MLflow Office Hoursan open Q&A session with MLflow maintainers and contributors Whether you're managing models in production experimenting with LLM workflows or exploring new features in MLflow this is your chance to get direct technical feedback from the team behind the project. 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅ Tips & best practices for tracking LLM workflows and ML experiments Open to" [X Link](https://x.com/MLflow/status/1948381762213527787) 2025-07-24T13:56Z 10.3K followers, [---] engagements "Automate detection of unreliable LLM outputs by combining MLflow tracing with @CleanlabAI's Trustworthy Language Models (TLM). 🚀 This blog post covers: ✅ Setting up MLflow to capture complete LLM interactions including system prompts. ✅ Retrieving traces and efficiently batch-evaluating them with TLM to get trustworthiness scores and explanationswithout ground truth labels. ✅ Tagging each MLflow trace with its trust score and explanation for ongoing review. ✅ Using MLflow Evaluation with a custom TLM metric to systematically compare model outputs. For the full guide and code samples read" [X Link](https://x.com/MLflow/status/1950305083633086723) 2025-07-29T21:19Z 10.3K followers, [---] engagements "Today we're thrilled to introduce theMLflow TypeScript SDK bringing the industry-leading observability capabilities of MLflow directly to your TypeScript and JavaScript applications🚀 The SDK enables: ✅ Automatic tracing of #LLM and AI API calls ✅ Manual instrumentation for custom code and workflows ✅ OpenTelemetry-based standards for exporting and integrating trace data ✅ Integration with any MLflow Tracking Server (local or cloud-managed) ✅ Human feedback collection and evaluation tools You can find hands-on guides code snippets and setup tips in the full blog post. 👇 🔗 Dive #opensource" [X Link](https://x.com/MLflow/status/1950937257072054493) 2025-07-31T15:11Z 10.4K followers, [----] engagements "Have#MLflow questions Join us thisWednesday August6 for MLflow OfficeHours 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅ Tips & best practices for tracking LLM workflows and ML experiments 🔗 Register now: #opensource #oss #ml #llm #genai http://lu.ma/mlflow8625 http://lu.ma/mlflow8625" [X Link](https://x.com/MLflow/status/1952376238842020151) 2025-08-04T14:29Z 10.4K followers, [---] engagements "MLflow [---] is here 🚀 Key updates include: 🔹 : Add MLflow tracing to TypeScript GenAI apps and capture key runtime signals alongside Python support. 🔹 : Native trace support for Semantic Kernel pipelines improving compatibility for GenAI orchestration. 🔹 : Track human feedback ground truth labels and LLM evaluation results via the tracing API. 🔹 : Redesigned experiment overview and model pages to streamline navigation and usability. 🔹 : Added chat image rendering and consolidated trace summaries for higher-level task monitoring. 🔹 : Support for custom span post-processors enables" [X Link](https://x.com/MLflow/status/1952780189437468945) 2025-08-05T17:14Z 10.4K followers, [---] engagements "Don't forget TODAY August [--] at 8AM PT we have MLflow Office Hours 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅Tips & best practices for tracking #LLM workflows and #ML experiments 🔗 Join us: #opensource #oss #mlflow #linuxfoundation #officehours https://lu.ma/mlflow8625 https://lu.ma/mlflow8625" [X Link](https://x.com/MLflow/status/1953088491174158597) 2025-08-06T13:39Z 10.4K followers, [---] engagements "Build production-grade GenAI workflows with MLflow 🚀 MLflow is the complete open source platform for #LLMOps designed to help engineers instrument track and evaluate GenAI systems end-to-end. Whether youre working with retrieval-augmented generation custom #LLM agents or traditional #ML models MLflow brings unified observability and easy deployment together. Flexible integrations let you choose your preferred tools or providers ensuring youre never locked in. Learn how to build monitor and scale #GenAI apps confidently. 🔗 Check out the MLflow documentation for a hands-on getting started" [X Link](https://x.com/MLflow/status/1955286515971506187) 2025-08-12T15:13Z 10.4K followers, [---] engagements "MLflow [---] introduces an assessment-first approach to GenAI evaluation workflows. Assessmentsquality evaluations and trace annotationsare now integrated directly into the tracing UI making it easier to create view and manage them throughout the application lifecycle. New features include: 🔹 A redesigned trace viewer with CRUD operations for assessments accessible in the detail view. 🔹 The Traces tab updated to display assessment metrics and visual indicators for status/quality scores. 🔹 Filtering and sorting by assessment values and other attributes to help monitor and diagnose app" [X Link](https://x.com/MLflow/status/1956378130651681155) 2025-08-15T15:31Z 10.4K followers, [----] engagements "🌟 The new assessment features will be available in MLflow [---] and if you'd like an early preview you can install theMLflow 3.3.0rc0release candidate: #opensource #oss #mlflow #genai https://pypi.org/project/mlflow/3.3.0rc0/ https://pypi.org/project/mlflow/3.3.0rc0/" [X Link](https://x.com/MLflow/status/1956378669221400740) 2025-08-15T15:33Z 10.4K followers, [---] engagements "For more in-depth tutorials on running evaluations with LLM judges and custom scorers check out thequickstart guide 👉 #LLM #genai #generativeai #mlflow https://mlflow.org/docs/latest/genai/eval-monitor/quickstart/ https://mlflow.org/docs/latest/genai/eval-monitor/quickstart/" [X Link](https://x.com/MLflow/status/1956378765132734586) 2025-08-15T15:33Z 10.4K followers, [---] engagements "Have you heard the news ⚡The MLflow TypeScript SDK is here Now you can bring #MLflows industryleading observability directly to your TypeScript and JavaScript applications. 🚀 The SDK enables: ✅ Automatic tracing of #LLM and AI API calls ✅ Manual instrumentation for custom code and workflows ✅ OpenTelemetry-based standards for exporting and integrating trace data ✅ Integration with any MLflow Tracking Server (local or cloud-managed) ✅ Human feedback collection and evaluation tools Explore hands-on guides code snippets and setup tips in this blog post ➡ #opensource #oss #typescript" [X Link](https://x.com/MLflow/status/1957822387157713362) 2025-08-19T15:10Z 10.4K followers, [---] engagements "The new GenAI Evaluation capability available in MLflow [---] helps teams measure improve and maintain the quality of your GenAI applications throughout their lifecycle from development through production. 🙌 ✅ Run automatic and custom evaluations (scorers & judges) on your GenAI traces ✅ Collect expert or end-user feedback for nuanced quality metrics ✅ Compare experiment runs in the MLflow UI to track gains from prompt or model tweaks ✅ Build robust evaluation datasets using real production data Ready to systematically improve your GenAI workflows 📖 Quickstart 🔗 #opensource #oss #mlflow" [X Link](https://x.com/MLflow/status/1958242510997745843) 2025-08-20T18:59Z 10.4K followers, [---] engagements "@SebastianB929 @mattpocockuk 😀 https://mlflow.org/blog/mlflow-typescript https://mlflow.org/blog/mlflow-typescript" [X Link](https://x.com/MLflow/status/1958499403288776887) 2025-08-21T12:00Z 10.4K followers, [--] engagements "📣MLflow Office Hours Wednesday Sept [--] Connect directly with MLflow maintainers and contributors for live Q&A Bring your production challenges or your latest #LLM and #GenAI experimentsthis session is dedicated to hands-on technical discussion and feedback. You'll get: 🔹 Real-time support for both production and experimental MLflow setups 🔹 Expert guidance on LLM & GenAI model management 🔹 Early insight into future releases and new features 🔹 Best practices for tracking ML & LLM experiments Save your spot ➡ #opensource #oss #mlflow #genai #llm https://lu.ma/mlflow-910" [X Link](https://x.com/MLflow/status/1958505086474477997) 2025-08-21T12:22Z 10.4K followers, [---] engagements "In this clip Yuki Watanabe highlights how the MLflow #GenAI evaluate API brings automated LLM-based scoring metrics easy custom judge creation and complete lineage tracking for every experiment. This means youll never lose track of what worksand can quickly improve your models. ✅ 🎥 Watch the full video on YouTube: 🗒 Dive into the documentation: Want to learn more about the latest features in MLflow Join us on October [--] for our next community meetup 🔗 #MLflow #OpenSource #LLM https://luma.com/mlflow-1001 https://mlflow.org/docs/latest/genai/eval-monitor/running-evaluation/agents/" [X Link](https://x.com/MLflow/status/1970237447650058556) 2025-09-22T21:23Z 10.5K followers, [---] engagements "The third episode in the Invoice Extraction with OpenAI GPT-5 & MLflow series is live focusing on Prompt Management. 🚀 #MLflow Ambassador Shrinath Suresh shows how to version and compare prompts automate workflows with . and track and reuse them effectively using MLflows Prompt Registry. 👉 Watch here: 📖 Read the article: #opensource #genai #promptmanagement #openai https://medium.com/@shrinath.suresh/prompt-engineering-mlflow-prompt-management-part-3-cb3fa84ceb1c https://www.youtube.com/watchv=fau8SADQUD4" [X Link](https://x.com/MLflow/status/1970508592315769030) 2025-09-23T15:20Z 10.5K followers, [---] engagements "🔁 Applying SDLC to GenAI with MLflow AI agents need the same discipline as traditional softwaretesting monitoring and feedback. In this video Nikhil Thorat and Samraj Moorjani from @Databricks show how MLflow [--] brings SDLC-style rigor to GenAI with domain-specific LLM judges: 🔹 Build evaluation datasets for real-world scenarios 🔹 Collecting domain expert feedback about quality 🔹 Write LLM judges for your domain (accuracy compliance helpfulness) and align those judges with domain expert judgements 🔹 Use the results to catch regressions and drive improvement This turns agent quality into" [X Link](https://x.com/MLflow/status/1970877537048764634) 2025-09-24T15:46Z 10.6K followers, [---] engagements "🚀 Headed to MLOps World GenAI Summit [----] next week Dont miss an exciting lightning talk from Danny Chiao Engineering Lead at @Databricks 🎤 Building high-quality agents is one of the biggest challenges teams face today often requiring manual labeling trace analysis and endless iterations. In this session Danny will show how to use MLflow to accelerate this process and quickly build a high quality agent leveraging techniques used by leading companies to deploy agents in production. 🗓 October [--] 📍 Austin TX 🔗 Learn more: If youre working with agents or exploring GenAI workflows this is" [X Link](https://x.com/MLflow/status/1973497351302955170) 2025-10-01T21:16Z 10.6K followers, [---] engagements "Ready to dive into #MLflow 🚀 Join our text-based LIVE AMA with Danny Chiao and Daniel Liden after Danny's @MLOpsWorld lightning talk 🗓 Oct [--] 13pm CT 📍MLflow Slack #General channel 🔗 RSVP: Bring your questions on agent trace analysis labeling deployment and more. Dont miss outsee you there #MLOps #AMA #DataScience https://luma.com/liveama-slack1009 https://luma.com/liveama-slack1009 https://luma.com/liveama-slack1009 https://luma.com/liveama-slack1009" [X Link](https://x.com/MLflow/status/1974173751194398788) 2025-10-03T18:04Z 10.6K followers, [---] engagements "MLflow [---] introduces make_judge a declarative API for building domain-specific LLM judges that automatically align with expert preferences. This approach removes complex prompt engineering enables agentic scorers with built-in trace introspection and delivers meaningful reductions in evaluation errors based on task and feedback quality. Automate building domain-specific evaluators with MLflow 🔗 Dive in: #opensource #genai #oss #llm #judges https://mlflow.org/blog/custom-llm-judges-make-judge https://mlflow.org/blog/custom-llm-judges-make-judge" [X Link](https://x.com/MLflow/status/1975640823086698668) 2025-10-07T19:14Z 10.6K followers, [----] engagements "📣 Kicking off NOW: Join the live text-based AMA with Danny Chiao and Daniel Liden right here in the MLflow #general Slack channel from [--] PM CTdrop questions on MLflow agent trace analysis labeling strategies deployment tips and more 🙌 Join here ➡ Bring questions on: ✅ Using MLflow for agent trace analysis and debugging real-world issues ✅ Labeling workflows and techniques to improve agent output quality ✅ Integration patterns and deployment strategies with MLflow in production ✅ Lessons learned from real deployments and anything MLflow-related ✅ & MORE #mlflow #opensource #oss #AMA #llmops" [X Link](https://x.com/MLflow/status/1976347657439236493) 2025-10-09T18:02Z 10.6K followers, [---] engagements "MLflow [---] introduces an MCP server that enables conversational analysis of MLflow traces with assistants like Claude. Ask Claudeor any MCPcompatible toolto find failed traces compare successful and unsuccessful runs and identify patterns in retrieval steps. In this postDaniel Lidenwalks through: 🔹 Setting up MLflow tracing with example data (including intentional failures) 🔹 Configuring the MCP server to work with Claude Desktop and Claude Code 🔹 Practical examples of using AI to analyze and debug AI application traces Setup takes about five minutes and once configured your trace data" [X Link](https://x.com/MLflow/status/1977760794335961423) 2025-10-13T15:38Z 10.6K followers, [---] engagements "📣 MLflow Office Hours Wednesday October [--] at 8AM PT Connect directly with MLflow maintainers and contributors for live Q&A Bring your production challenges or your latest LLM and GenAI experimentsthis session is dedicated to hands-on technical discussion and feedback. You'll get: 🔹 Real-time support for both production and experimental MLflow setups 🔹 Expert guidance on LLM & GenAI model management 🔹 Early insight into future releases and new features 🔹 Best practices for tracking ML & LLM experiments Save your spot ➡ #opensource #oss #mlflow #genai #llm https://luma.com/officehours1022" [X Link](https://x.com/MLflow/status/1978175805793374687) 2025-10-14T19:07Z 10.6K followers, [---] engagements "Just released #MLflow [---] including #Keras and #PyTorch first class model support https://github.com/mlflow/mlflow/releases https://github.com/mlflow/mlflow/releases" [X Link](https://x.com/MLflow/status/1030655888481079296) 2018-08-18T03:21Z 10.9K followers, [--] engagements "How to Use #MLflow to Experiment a #Keras Network Model: Binary Classification for Movie Reviews by @2twitme https://databricks.com/blog/2018/08/23/how-to-use-mlflow-to-experiment-a-keras-network-model-binary-classification-for-movie-reviews.html https://databricks.com/blog/2018/08/23/how-to-use-mlflow-to-experiment-a-keras-network-model-binary-classification-for-movie-reviews.html" [X Link](https://x.com/MLflow/status/1034136301518221313) 2018-08-27T17:51Z 10.9K followers, [--] engagements "MLflow 0.6.0 has been released including Java Client API save and serve #ApacheSpark ML models as #MLeap and tagging runs with metadata. https://github.com/mlflow/mlflow/releases/tag/v0.6.0 https://github.com/mlflow/mlflow/releases/tag/v0.6.0" [X Link](https://x.com/MLflow/status/1039317977907126272) 2018-09-11T01:01Z 10.9K followers, [--] engagements "MLflow v0.8.0 features new improved UI for comparing experiments and support for deploying models as Docker containers directly to Azure Machine Learning Service Workspace https://mlflow.org/news/2018/11/12/0.8.0-release/index.html https://mlflow.org/news/2018/11/12/0.8.0-release/index.html" [X Link](https://x.com/MLflow/status/1062331471375921152) 2018-11-13T13:08Z 10.9K followers, [--] engagements "#MLflow 0.8.1 is now available with improved UI visualizations and expanded support for scoring #Python models as #ApacheSpark UDFs https://github.com/mlflow/mlflow/releases/tag/v0.8.1 https://github.com/mlflow/mlflow/releases/tag/v0.8.1" [X Link](https://x.com/MLflow/status/1078160413051809792) 2018-12-27T05:27Z 10.9K followers, [--] engagements "MLflow v0.8.1 Features Faster Experiment UI and Enhanced Python Models as Apache Spark UDFs @MLflowOrg #MLflow #ApacheSpark #MachineLearning https://databricks.com/blog/2018/12/28/mlflow-v0-8-1-features-faster-experiment-ui-and-enhanced-python-model.html https://databricks.com/blog/2018/12/28/mlflow-v0-8-1-features-faster-experiment-ui-and-enhanced-python-model.html" [X Link](https://x.com/MLflow/status/1079205666059780096) 2018-12-30T02:40Z 10.9K followers, [--] engagements "We're running a survey of #MLflow users to guide our development in [----]. Fill it in at for a chance to win an MLflow T-shirt or a ticket to @SparkAISummit https://mlflow.org/news/2019/01/04/mlflow-user-survey/index.html https://mlflow.org/news/2019/01/04/mlflow-user-survey/index.html" [X Link](https://x.com/MLflow/status/1082361098567741440) 2019-01-07T19:39Z 10.9K followers, [--] engagements "MLflow 0.9.1 is out This release has some bug fixes and minor improvements as we move towards 1.0: https://github.com/mlflow/mlflow/releases/tag/v0.9.1 https://github.com/mlflow/mlflow/releases/tag/v0.9.1" [X Link](https://x.com/MLflow/status/1120421331412107264) 2019-04-22T20:17Z 10.9K followers, [--] engagements "We're getting close to MLflow [---] We've just posted our first release candidate build -- try it out and give us feedback if you have a chance: https://mlflow.org/news/2019/05/22/1.0.0-release-candidate-1/index.html https://mlflow.org/news/2019/05/22/1.0.0-release-candidate-1/index.html" [X Link](https://x.com/MLflow/status/1131293427876880384) 2019-05-22T20:19Z 10.9K followers, [--] engagements "MLflow [---] is out today Read a summary of the changes in this blog post: Thanks to everyone who helped test and contribute https://databricks.com/blog/2019/06/06/announcing-the-mlflow-1-0-release.html https://databricks.com/blog/2019/06/06/announcing-the-mlflow-1-0-release.html" [X Link](https://x.com/MLflow/status/1136643590170370049) 2019-06-06T14:38Z 10.9K followers, [---] engagements "We had an engaging #MLflow [---] Meetup @Microsoft last week. For those who missed here are the slides and videos. video: 3/3 https://www.youtube.com/watchv=ILIllCMDEgc&feature=youtu.be https://www.youtube.com/watchv=ILIllCMDEgc&feature=youtu.be" [X Link](https://x.com/anyuser/status/1144379997026582529) 2019-06-27T23:00Z 10.9K followers, [--] engagements "MLflow [---] is out today featuring automatic logging from TensorFlow and Keras better search APIs a Kubernetes execution backend better Java APIs and more Details: https://databricks.com/blog/2019/07/23/announcing-the-mlflow-1-1-release.html https://databricks.com/blog/2019/07/23/announcing-the-mlflow-1-1-release.html" [X Link](https://x.com/MLflow/status/1153699074689814528) 2019-07-23T16:11Z 10.9K followers, [--] engagements "MLflow 1.2.0 is out today with performance and usability fixes See what's new at or pip install mlflow to get started. https://github.com/mlflow/mlflow/releases/tag/v1.2.0 https://github.com/mlflow/mlflow/releases/tag/v1.2.0" [X Link](https://x.com/MLflow/status/1161373165274066946) 2019-08-13T20:25Z 10.9K followers, [--] engagements "MLflow [---] is out today with support for #tensorflow [---] some big performance improvements and a bunch of new APIs See the release notes at or pip install mlflow to get started. https://github.com/mlflow/mlflow/releases/tag/v1.3.0 https://github.com/mlflow/mlflow/releases/tag/v1.3.0" [X Link](https://x.com/MLflow/status/1179108288719278080) 2019-10-01T18:58Z 10.9K followers, [--] engagements "Great article on continuous delivery for ML on and awesome to see how MLflow Tracking Projects and Models can fit in: https://martinfowler.com/articles/cd4ml.html http://martinfowler.com https://martinfowler.com/articles/cd4ml.html http://martinfowler.com" [X Link](https://x.com/MLflow/status/1179987346541797376) 2019-10-04T05:11Z 10.9K followers, [--] engagements "Managed MLflow Now Available on Free Databricks Community Edition: Learn how to manage machine learning lifecycle w/ MLflow #MachineLearning https://databricks.com/blog/2019/10/17/managed-mlflow-now-available-on-databricks-community-edition.html https://databricks.com/blog/2019/10/17/managed-mlflow-now-available-on-databricks-community-edition.html" [X Link](https://x.com/MLflow/status/1184736682849034240) 2019-10-17T07:43Z 10.9K followers, [--] engagements "MLflow [---] was just released including a beta of the MLflow Model Registry and improved support for autologging in tf.keras and #TensorFlow [---] Just in time for #TensorFlowWorld. Full details here: https://github.com/mlflow/mlflow/releases/tag/v1.4.0 https://github.com/mlflow/mlflow/releases/tag/v1.4.0" [X Link](https://x.com/MLflow/status/1189721910722084865) 2019-10-31T01:53Z 10.9K followers, [---] engagements "Join #ApacheSpark Meetup Tokyo No.2 - Spark+AI Summit EU [----] Edition on #DeltaLake #MLflow #Koalas with @tokyodataguy @ueshin @maropu @kiszk and more cc @databricks https://spark-meetup-tokyo.connpass.com/event/153549/ https://spark-meetup-tokyo.connpass.com/event/153549/" [X Link](https://x.com/anyuser/status/1194781996133879813) 2019-11-14T01:00Z 10.9K followers, [--] engagements "Were running a survey for #MLflow users fill it out for a chance to win a T-shirt & help shape our [----] roadmap https://forms.gle/eybQPUdVGS7V4GDL8 https://forms.gle/eybQPUdVGS7V4GDL8" [X Link](https://x.com/MLflow/status/1207387311500980224) 2019-12-18T19:49Z 10.9K followers, [--] engagements "We just released MLflow [---] featuring integrations with LightGBM XGBoost and Gluon as well as many bug fixes and improvements Check out what's new in our release notes or pip install mlflow to get started: https://github.com/mlflow/mlflow/releases/tag/v1.5.0 https://github.com/mlflow/mlflow/releases/tag/v1.5.0" [X Link](https://x.com/MLflow/status/1207843595723649024) 2019-12-20T02:02Z 10.9K followers, [--] engagements "Some cool work adding a Redis AI serving backend for MLflow Here is the slide deck I had for #redisdaybangalore revealing benchmark suit (comparing @tensorflow TFServing and REST) and integration between #RedisAI and @MLflow https://t.co/s1aICC2OQJ Here is the slide deck I had for #redisdaybangalore revealing benchmark suit (comparing @tensorflow TFServing and REST) and integration between #RedisAI and @MLflow https://t.co/s1aICC2OQJ" [X Link](https://x.com/MLflow/status/1222744914946969600) 2020-01-30T04:54Z 10.9K followers, [--] engagements "We just released #MLflow [---] including improvements to the runs table interface and automatic logging for XGBoost LightGBPM and Spark. Check out the complete list of changes in our release notes or pip install MLflow to get started: https://github.com/mlflow/mlflow/releases/tag/v1.6.0 https://github.com/mlflow/mlflow/releases/tag/v1.6.0" [X Link](https://x.com/MLflow/status/1222998349743149057) 2020-01-30T21:41Z 10.9K followers, [--] engagements "ML practitioners: Ever wanted to measure improvements in accuracy across training runs so you can optimize your productivity like gradient descent optimizes your loss #MLflow can help with this https://databricks.com/blog/2020/02/18/how-to-display-model-metrics-in-dashboards-using-the-mlflow-search-api.htmlutm_source=bambu&utm_medium=social&utm_campaign=advocacy https://databricks.com/blog/2020/02/18/how-to-display-model-metrics-in-dashboards-using-the-mlflow-search-api.htmlutm_source=bambu&utm_medium=social&utm_campaign=advocacy" [X Link](https://x.com/MLflow/status/1229891923290116098) 2020-02-18T22:14Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow [---] Released. It includes support for Python [--] deprecation; Model Registry REST API changes; improvements to UI; documentation updates and bug fixes and more . Thanks to all the contributions. https://mlflow.org/news/2020/03/02/1.7.0.release/index.html https://mlflow.org/news/2020/03/02/1.7.0.release/index.html" [X Link](https://x.com/MLflow/status/1234873469826826240) 2020-03-03T16:09Z 10.9K followers, [--] engagements "#SparkAISummit this year features eight MLflow talks and a two-day training course Come learn the latest about #MLflow. Were excited to share the agenda for #SparkAISummit in San Francisco Join over [----] engineers scientists developers analysts and leaders at this years conference. Explore what you can learn: https://t.co/bOyNMK99qf https://t.co/yZYMvPWFzf Were excited to share the agenda for #SparkAISummit in San Francisco Join over [----] engineers scientists developers analysts and leaders at this years conference. Explore what you can learn: https://t.co/bOyNMK99qf https://t.co/yZYMvPWFzf" [X Link](https://x.com/MLflow/status/1235637784481693696) 2020-03-05T18:46Z 10.9K followers, [--] engagements "Dive deep into the @Wehkamp #ML platform with #MLflow https://medium.com/wehkamp-techblog/the-wehkamp-ml-platform-eb46638dd8d2 https://medium.com/wehkamp-techblog/the-wehkamp-ml-platform-eb46638dd8d2" [X Link](https://x.com/MLflow/status/1238334394550464512) 2020-03-13T05:21Z 10.9K followers, [--] engagements "A combination of right tools including #MLflow bring together an end-to-end ML lead scoring example https://towardsdatascience.com/a-true-end-to-end-ml-example-lead-scoring-f5b52e9a3c80 https://towardsdatascience.com/a-true-end-to-end-ml-example-lead-scoring-f5b52e9a3c80" [X Link](https://x.com/MLflow/status/1238472241060253702) 2020-03-13T14:29Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow [---] was just released featuring better integrations with spaCy Azure ML and scalable metrics UI plots #mlflow https://mlflow.org/news/2020/04/21/1.8.0-release/index.html https://mlflow.org/news/2020/04/21/1.8.0-release/index.html" [X Link](https://x.com/MLflow/status/1252766293670809601) 2020-04-22T01:08Z 10.9K followers, [--] engagements "Thanks to everyone who's contributed to MLflow so far [---] contributors🎉 #MLflow https://t.co/uMv6OzuC7Q [---] contributors🎉 #MLflow https://t.co/uMv6OzuC7Q" [X Link](https://x.com/MLflow/status/1255556396273135616) 2020-04-29T17:55Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow [---] is released. It includes new features: model signatures; fastai autologging; pluggable deployment model API and CLI; UI improvements for metrics and much more. https://mlflow.org/news/2020/06/19/1.9.0-release/index.html https://mlflow.org/news/2020/06/19/1.9.0-release/index.html" [X Link](https://x.com/MLflow/status/1274034546598490115) 2020-06-19T17:41Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow 1.10.0 is released. Along with bug fixes & improved docs other features include new APIs ability to transition models in staging and production to archive syntax-highlights for yaml files and more. #Mlflow https://mlflow.org/news/2020/07/20/1.10.0-release/index.html https://mlflow.org/news/2020/07/20/1.10.0-release/index.html" [X Link](https://x.com/MLflow/status/1286394380912271361) 2020-07-23T20:14Z 10.9K followers, [--] engagements ".@databricks @jkbatcmu delivers an educational talk on Best Practices for Hyperparameter Tuning & Instrumenting w/ #MLflow @SparkAISummit last year https://databricks.com/session/best-practices-for-hyperparameter-tuning-with-mlflow https://databricks.com/session/best-practices-for-hyperparameter-tuning-with-mlflow" [X Link](https://x.com/anyuser/status/1288178047980433408) 2020-07-28T18:22Z 10.9K followers, [--] engagements ".@databricks @dennylee & Richard Zang walk us through Machine Learning Data Lineage with @MLflow and @DeltaLakeOSS @SparkAISummit #MLFlow #DeltaLake https://databricks.com/session_na20/machine-learning-data-lineage-with-mlflow-and-delta-lake https://databricks.com/session_na20/machine-learning-data-lineage-with-mlflow-and-delta-lake" [X Link](https://x.com/MLflow/status/1294317389258006532) 2020-08-14T16:58Z 10.9K followers, [--] engagements "If you are exploring @MLflow and want hands-on tutorials check this 3-part series by @2twitme #MLflow https://github.com/dmatrix/mlflow-workshop-part-1 https://github.com/dmatrix/mlflow-workshop-part-1" [X Link](https://x.com/MLflow/status/1295406613914718208) 2020-08-17T17:06Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow 1.11.0 released. Features and enhancements: scikit-learn autologging; compare model schemas & model versions in the model registry; R APIs for XGBoost models;UI improvements; use model registry across Databricks workspaces; and more https://mlflow.org/news/2020/08/31/1.11.0-release/index.html https://mlflow.org/news/2020/08/31/1.11.0-release/index.html" [X Link](https://x.com/MLflow/status/1300498815993090049) 2020-08-31T18:20Z 10.9K followers, [--] engagements "Join @RedisLabs AI @nvidia RAPIDS & @databricks for tech-talks. Learn how #MLflow integrates with these #DeepLearning platforms and find out what's new and next in #MLflow. RSVP for this #Meetup @nvidia https://www.meetup.com/data-ai-online/events/273196074/ https://www.meetup.com/data-ai-online/events/273196074/" [X Link](https://x.com/MLflow/status/1305190373069791235) 2020-09-13T17:03Z 10.9K followers, [--] engagements "If you have not RSVP for our first virtual @MLflow Meetup this week this is the moment. Please join #RedisAI @nvidia & @databricks for tech-talks. #MLflow #MachineLearning #RAPIDS https://www.meetup.com/data-ai-online/events/273196074/ https://www.meetup.com/data-ai-online/events/273196074/" [X Link](https://x.com/MLflow/status/1310617876030603271) 2020-09-28T16:30Z 10.9K followers, [--] engagements "Learn how @MLflow integrates with #DeepLearning platforms @RedisLabs and @nvidia RAPIDS. Discover new auto logging tracking capabilities model schema management and future roadmap in #MLflow from @databricks. RSVP Now https://www.meetup.com/data-ai-online/events/273196074/ https://www.meetup.com/data-ai-online/events/273196074/" [X Link](https://x.com/MLflow/status/1310980000766517249) 2020-09-29T16:29Z 10.9K followers, [--] engagements "If you missed our last online @MLflow meetup with #RedisAI @nvidia RAPIDS and @databricks you can watch it here: #MLflow #MachineLearning https://www.youtube.com/watchv=dTlFF31M9Wc&feature=youtu.be https://www.youtube.com/watchv=dTlFF31M9Wc&feature=youtu.be" [X Link](https://x.com/MLflow/status/1313871542753738754) 2020-10-07T15:59Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow [----] is released. MLflow 1.12.0 includes several major features and improvements in particular a number of improvements to #MLflows @PyTorch integrations and autologging. Have a go at it and let us know https://mlflow.org/news/2020/11/11/1.12.0-release/index.html https://mlflow.org/news/2020/11/11/1.12.0-release/index.html" [X Link](https://x.com/MLflow/status/1326949882645639169) 2020-11-12T18:08Z 10.9K followers, [--] engagements ".@facebookai @PyTorch team & @databricks @MLflow team collaborate to extend @PyTorch Integration with @MLflow: 'MLflow and PyTorch Where Cutting Edge AI meets MLOps' #pytorch MLOps https://medium.com/pytorch/mlflow-and-pytorch-where-cutting-edge-ai-meets-mlops-1985cf8aa789 https://medium.com/pytorch/mlflow-and-pytorch-where-cutting-edge-ai-meets-mlops-1985cf8aa789" [X Link](https://x.com/MLflow/status/1326952855652032512) 2020-11-12T18:19Z 10.9K followers, [---] engagements ".@Data_AI_Summit @facebookai @geeta4c presented @MLflow + @PyTorch integration: autologging; torchscript model conversion; torchserve deployment pluggingend-to-end #MLOps model management for @PyTorch model developers using #MLflow" [X Link](https://x.com/anyuser/status/1329228654530883586) 2020-11-19T01:03Z 10.9K followers, [--] engagements "ANNOUNCEMENT MLflow [----] is released with new fluent APIs for logging in-memory objects as artifacts auto logging & UI improvements along with many bug fixes. Check it out and let us know. Happy Holidays https://mlflow.org/news/2020/12/24/1.13.0-release/index.html https://mlflow.org/news/2020/12/24/1.13.0-release/index.html" [X Link](https://x.com/MLflow/status/1342497272722911232) 2020-12-25T15:47Z 10.9K followers, [---] engagements "MLflow 1.14.0 is released with numpy tensors input for model inferences API enhanced SHAP explainer APIs improvements to docs bug fixes and more. Check the release notes https://github.com/mlflow/mlflow/releases/tag/v1.14.0 https://github.com/mlflow/mlflow/releases/tag/v1.14.0" [X Link](https://x.com/MLflow/status/1363192333051719680) 2021-02-20T18:22Z 10.9K followers, [---] engagements "ANNOUNCEMENT We are happy to announce that MLflow 1.15.0 is released. In addition to bug and documentation fixes the release enhances autologging API to control messages. For a comprehensive list of changes see the #mlflow https://github.com/mlflow/mlflow/releases/tag/v1.15.0 https://github.com/mlflow/mlflow/releases/tag/v1.15.0" [X Link](https://x.com/MLflow/status/1375552141264257024) 2021-03-26T20:56Z 10.9K followers, [--] engagements "Join us for an #MLflow + Integrations Meetup and discover community contributions & integrations from #AzureML and #Algorithmia. Save your spot and RSVP now https://www.meetup.com/data-ai-online/events/277408214/ https://www.meetup.com/data-ai-online/events/277408214/" [X Link](https://x.com/MLflow/status/1379877725859553282) 2021-04-07T19:24Z 10.9K followers, [--] engagements "ANNOUNCEMENT We are happy to announce the availability of #MLflow 1.16.0 The release includes the following features and improvements: https://mlflow.org/news/2021/04/24/1.16.0-release/index.html https://mlflow.org/news/2021/04/24/1.16.0-release/index.html" [X Link](https://x.com/MLflow/status/1386886317263396867) 2021-04-27T03:33Z 10.9K followers, [--] engagements "ANNOUNCEMENT We are happy to announce the availability of #MLflow 1.17.0 Checkout new features enhancements doc improvements and bug fixes here: #mlflow #machinelearning https://github.com/mlflow/mlflow/releases/tag/v1.17.0 https://github.com/mlflow/mlflow/releases/tag/v1.17.0" [X Link](https://x.com/MLflow/status/1391452065331703809) 2021-05-09T17:56Z 10.9K followers, [--] engagements ".@Data_AI_Summit has loads of #MLflow talks and productionizing #ML models w/ #MLflow. Check them out. See you there" [X Link](https://x.com/MLflow/status/1397931863956545543) 2021-05-27T15:05Z 10.9K followers, [--] engagements "ANNOUNCEMENT We are happy to announce the availability of MLflow 1.18.0 This release has a number of features: autologging performance improvements; paginated ListExperiments API; migrate from conda to pip model dependencies; and more . check it https://mlflow.org/news/2021/06/18/1.18.0-release/index.html https://mlflow.org/news/2021/06/18/1.18.0-release/index.html" [X Link](https://x.com/MLflow/status/1405931317334724615) 2021-06-18T16:52Z 10.9K followers, [--] engagements "ANNOUNCEMENT We are happy to announce the availability of #MLflow 1.19.0 which adds additional #XGBoost #autolog support create and delete models in #RStats and #mlflow UI updates For more info check out https://github.com/mlflow/mlflow/releases/tag/v1.19.0 https://github.com/mlflow/mlflow/releases/tag/v1.19.0" [X Link](https://x.com/MLflow/status/1416193480192233475) 2021-07-17T00:30Z 10.9K followers, [--] engagements "We're happy to announce the availability of #MLflow 1.20.0 and 1.20.1 including @scikit_learn #pyspark #ML #pytorch and #autologging improvements as well as improved support for #rstats #aws #sagemaker https://mlflow.org/news/2021/08/26/1.20.1-release/index.html https://mlflow.org/news/2021/08/26/1.20.1-release/index.html" [X Link](https://x.com/MLflow/status/1430923693996183553) 2021-08-26T16:02Z 10.9K followers, [--] engagements "The latest #MLflow Roadmap has been published at and we're looking for contributions from the community If you're interested in contributing please leave a comment on one of the roadmap GitHub issues https://github.com/mlflow/mlflow/milestone/3 https://github.com/mlflow/mlflow/milestone/3" [X Link](https://x.com/MLflow/status/1441552774483771392) 2021-09-24T23:58Z 10.9K followers, [--] engagements "We are happy to announce the availability of #MLflow 1.21.0 including several major UI features and improvements including #autologging #PaddlePaddle model training support #fastai V2 and more https://github.com/mlflow/mlflow/releases/tag/v1.21.0 https://github.com/mlflow/mlflow/releases/tag/v1.21.0" [X Link](https://x.com/MLflow/status/1452816840023937024) 2021-10-26T01:58Z 10.9K followers, [--] engagements "MLflow 1.22.0 is out with new features and improvements Check it out at https://github.com/mlflow/mlflow/releases/tag/v1.22.0 https://github.com/mlflow/mlflow/releases/tag/v1.22.0" [X Link](https://x.com/MLflow/status/1467947183341195265) 2021-12-06T20:00Z 10.9K followers, [--] engagements "MLflow 1.23.0 is out with new features and improvements Check it out at https://bit.ly/3tHqP1o https://bit.ly/3tHqP1o" [X Link](https://x.com/MLflow/status/1483491522091827200) 2022-01-18T17:28Z 10.9K followers, [--] engagements "Want to understand how #MLflow handles model evaluation behind the scenes including sample notebooks Check out this blog post by @markyhzhang https://databricks.com/blog/2022/04/19/model-evaluation-in-mlflow.html https://databricks.com/blog/2022/04/19/model-evaluation-in-mlflow.html" [X Link](https://x.com/MLflow/status/1518743887690407936) 2022-04-26T00:08Z 10.9K followers, [--] engagements "MLflow 1.26.0 Release 🚨 View all major features and improvements here: #mlflow #opensource https://lnkd.in/gU5k8V8s https://lnkd.in/gU5k8V8s" [X Link](https://x.com/MLflow/status/1529843835056050181) 2022-05-26T15:16Z 10.9K followers, [--] engagements "MLflow 1.30.0 includes several major features and improvements Take a look at the release notes ➡ #mlflow #mlops #machinelearning #opensource #ml #linuxfoundation https://github.com/mlflow/mlflow/releases/tag/v1.30.0 https://github.com/mlflow/mlflow/releases/tag/v1.30.0" [X Link](https://x.com/MLflow/status/1583553255585779712) 2022-10-21T20:18Z 10.9K followers, [--] engagements "We hope you are as excited as we are for the release of MLflow [---] next Tuesday November 15th 🎉 Cant wait that long Check out all the NEW goodies by downloading the release candidate today ➡ #mlflow #mlops #opensource #ml #linuxfoundation https://lnkd.in/g-jVbe4a https://lnkd.in/g-jVbe4a" [X Link](https://x.com/MLflow/status/1589708197543264258) 2022-11-07T19:55Z 10.9K followers, [--] engagements "We are happy to announce the availability of MLflow [---] 🎊 MLflow [---] is a major milestone release that focuses on simplifying the management of end-to-end #MLOps workflows providing new feature-rich functionality & so much more View on GitHub 👉 https://lnkd.in/eZzw5cY4 https://lnkd.in/eZzw5cY4" [X Link](https://x.com/MLflow/status/1592544890407342080) 2022-11-15T15:47Z 10.9K followers, [--] engagements "MLflow with over [--] million monthly downloads has become the standard platform for end-to-end #MLOps. MLflow [---] incorporates extensive community feedback to simplify #datascience workflows and deliver innovative first-class tools for MLOps. https://www.linuxfoundation.org/blog/announcing-availability-of-mlflow-2.0 https://www.linuxfoundation.org/blog/announcing-availability-of-mlflow-2.0" [X Link](https://x.com/MLflow/status/1592580527646801926) 2022-11-15T18:09Z 10.9K followers, [--] engagements "Looking for a guided introduction to MLflow Recipes Watch the full MLflow Recipes Quickstart with @jimhibba and Corey Zumar on YouTube ➡ #mlflow #machinelearning #mlops #datascientist #linuxfoundation #oss #opensource https://www.youtube.com/watchv=tTga-QIR-Y0 https://www.youtube.com/watchv=tTga-QIR-Y0" [X Link](https://x.com/MLflow/status/1603080973154918402) 2022-12-14T17:34Z 10.9K followers, [--] engagements "We are looking for help from the community to implement many of these features and bug fixes which are annotated with the help wanted label. Check out the MLflow Roadmap here ➡ #oss #opensource #linuxfoundation #MLflow #machinelearning #mlops https://github.com/mlflow/mlflow/milestone/3 https://github.com/mlflow/mlflow/milestone/3" [X Link](https://x.com/MLflow/status/1604900164614950925) 2022-12-19T18:03Z 10.9K followers, 10.1K engagements "📣 Join top experts researchers and #opensource contributors across the data and AI community will speak at #DataAISummit June 26-29 - Register today: Save $400 off the regular price of the full conference pass using code ETLINUX400 (expires 6/2). https://dbricks.co/3lvO1hz https://dbricks.co/3lvO1hz" [X Link](https://x.com/MLflow/status/1651263528408367104) 2023-04-26T16:34Z 10.9K followers, [---] engagements "Join thousands of data leaders engineers scientists and analysts to explore all things data analytics & AI at #DataAISummit in San Francisco 🌟 Save $400 off the regular price of the full conference pass using code ETLINUX400 (expires 6/2). #mlflow https://www.databricks.com/dataaisummit/ https://www.databricks.com/dataaisummit/" [X Link](https://x.com/MLflow/status/1658204559611707392) 2023-05-15T20:15Z 10.9K followers, [---] engagements "🌹 Roses are red Violets are blue Want to save $400 off your full conference pass to #DataAISummit Then this code is for YOU 😎 🌟 Save $400 off the regular price of the full conference pass using code ETLINUX400 (expires 6/2). #opensource #mlflow https://dbricks.co/3Txlsgh https://dbricks.co/3Txlsgh" [X Link](https://x.com/MLflow/status/1658868479523520512) 2023-05-17T16:14Z 10.9K followers, [----] engagements "MLflow [---] is here 🚀 MLflow [---] provides a comprehensive set of LLMOps tools for model evaluation. ✅ View the release notes: #mlflow #mlops #machinelearning #llms #llmops https://lnkd.in/e-iStS-j https://lnkd.in/e-iStS-j" [X Link](https://x.com/MLflow/status/1666795508248072193) 2023-06-08T13:13Z 10.9K followers, [----] engagements "In this session learn how #MLflow can help you: - Easily grab #opensource models from @huggingface and use Transformers pipelines in MLflow - Integrate @LangChainAI for more advanced services and add context into your model pipelines - & so much more👇 https://www.youtube.com/watchv=WpudXKAZQNI https://www.youtube.com/watchv=WpudXKAZQNI" [X Link](https://x.com/MLflow/status/1694380514394649031) 2023-08-23T16:06Z 10.9K followers, [----] engagements "Did you hear the news @gitlab now integrates with #MLflow 🙌 Organizations can track the many versions of their ML models within the GitLab user interface using the #opensource MLFlow. Link to documentation: #oss #linuxfoundation #mlops #gitlab https://docs.gitlab.com/ee/user/project/ml/experiment_tracking/#machine-learning-model-experiments https://docs.gitlab.com/ee/user/project/ml/experiment_tracking/#machine-learning-model-experiments" [X Link](https://x.com/MLflow/status/1696539986324263086) 2023-08-29T15:07Z 10.9K followers, [----] engagements "Juggling multiple OpenAI Anthropic and Cohere API keys and various #OSS models #MLflow AI Gateway offers centralized secure management and common model interfaces. 🦜🔗AI Gateway has a @LangChainAI integration - you can use models from the MLflow AI Gateway in your LLM chains" [X Link](https://x.com/MLflow/status/1699493667130499169) 2023-09-06T18:43Z 10.9K followers, [----] engagements "Evaluating LLMs performance is slightly different from traditional #ML models as very often there is no single ground truth to compare against. #MLflow provides an API.()to help evaluate your #LLMs. LLM Evaluation Examples: https://mlflow.org/docs/latest/llms/llm-evaluate/notebooks/index.html https://mlflow.org/docs/latest/llms/llm-evaluate/notebooks/index.html" [X Link](https://x.com/MLflow/status/1725615997216796820) 2023-11-17T20:44Z 10.9K followers, [----] engagements "#DataAISummit Call for Presentations is now open 📣 Share your expertise with the data analytics and AI community June 10-13 [----]. 🗓 The deadline for submissions is January [--] [----]. Apply to speak ➡ #opensource #mlflow #data https://bit.ly/3ujgf38 https://bit.ly/3ujgf38" [X Link](https://x.com/MLflow/status/1727361316505911322) 2023-11-22T16:20Z 10.9K followers, [---] engagements "Learn how to leverage the advanced capabilities with semantic sentence embeddings within the Sentence Transformers package using #MLflow to simplify inference create custom deployable applications and more. MLflow Sentence-Transformers Flavor ➡ #oss https://mlflow.org/docs/latest/llms/sentence-transformers/index.html https://mlflow.org/docs/latest/llms/sentence-transformers/index.html" [X Link](https://x.com/MLflow/status/1734667308788748697) 2023-12-12T20:11Z 10.9K followers, [---] engagements "We are happy to announce MLflow 2.10.0 🚀It introduces several significant new features that are preparing the way for current & future enhanced support for #DeepLearning use cases new features to support a broadened support for GenAI applications & https://mlflow.org/releases/2024/01/26/2.10.0-release https://mlflow.org/releases/2024/01/26/2.10.0-release" [X Link](https://x.com/MLflow/status/1751030901897674974) 2024-01-26T23:54Z 10.9K followers, 15.5K engagements "We are excited to announce the release of MLflow 2.11.0 🚀 MLflow 2.11.0 brings a series of large and impactful features that span both #GenAI and #DeepLearning use cases. Learn more: #opensource #oss #linuxfoundation #mlflow https://mlflow.org/releases/2.11.0 https://mlflow.org/releases/2.11.0" [X Link](https://x.com/MLflow/status/1764702499032740278) 2024-03-04T17:20Z 10.9K followers, [----] engagements "Unlock the power of RAG 🚀 These tutorials are designed to help you get started with RAG evaluation and walk you through a concrete example of how to evaluate a #RAG application that answers questions about #MLflow documentation. 🔗 Get started: #oss https://mlflow.org/docs/latest/llms/rag/notebooks/index.html https://mlflow.org/docs/latest/llms/rag/notebooks/index.html" [X Link](https://x.com/MLflow/status/1767660755870994651) 2024-03-12T21:15Z 10.9K followers, [----] engagements "In this @mlopscommunity episode MosaicML's @davisblalock and @bandish share war stories and lessons learned from pushing the limits of #LLM training and helping dozens of customers get LLMs into production. 🤝 👀 Watch the full episode: #mlops #llms https://home.mlops.community/public/videos/the-art-and-science-of-training-llms https://home.mlops.community/public/videos/the-art-and-science-of-training-llms" [X Link](https://x.com/MLflow/status/1771187856104358384) 2024-03-22T14:51Z 10.9K followers, [----] engagements "Interested in learning how to streamline your #ML deliverables efficiently Join us for "From Naive to Advanced ML Pipelines with #MLflow on Thursday May 30th. 🚀 You will learn how to enhance your ML workflows from the ground up Register here ➡ #oss https://us06web.zoom.us/webinar/register/WN_becX4BzhQIyePVyFUxGEcg https://us06web.zoom.us/webinar/register/WN_becX4BzhQIyePVyFUxGEcg" [X Link](https://x.com/MLflow/status/1786130805409869873) 2024-05-02T20:29Z 10.9K followers, [----] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@MLflow MLflow
MLflow posts on X about 6969, databricks, ai, llm the most. They currently have [------] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.
Engagements: [-----] #
- [--] Week [-----] +1,421%
- [--] Month [-----] -44%
- [--] Months [------] -53%
- [--] Year [-------] +17%
Mentions: [--] #
- [--] Month [--] +110%
- [--] Months [--] -8.90%
- [--] Year [---] +144%
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- [--] Week [------] +0.25%
- [--] Month [------] +0.88%
- [--] Months [------] +5.80%
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Social Influence
Social category influence technology brands events #1201 social networks stocks travel destinations countries cryptocurrencies
Social topic influence 6969 #1478, databricks #97, ai, llm, data ai summit #3, how to, we are, open ai, mlflow, bug
Top accounts mentioned or mentioned by @databricks @dspyoss @openai @nvidia @pytorch @llamaindex @langchainai @sparkaisummit @dataaisummit @mosaicml @unitycatalogio @omdsb @huggingface @mlopscommunity @cleanlabais @mlopsworld @2twitme @redislabs @facebookai @aiondatabricksboostingdspyoptimizerobservabilitywithmlflow698b6dc29ea7
Top assets mentioned April (APRIL) Microsoft Corp. (MSFT)
Top Social Posts
Top posts by engagements in the last [--] hours
"Ask Me Anything: MLflow MLOps MLflow Pipelines Bring your questions and get them answered live 🙌🙌 #mlflow #mlops #opensource #pipelines #DataAISummit"
X Link 2022-06-29T17:35Z [----] followers, [--] engagements
"LLM Avalanche: a technical Large-Language Model meetup preceding #DataAISummit 🗓 Jun [--] [----] 📍 San Francisco It will be held at the Contemporary Jewish Museum with [--] world experts as speakers on #LLMs and [----] attendees 🌎 Secure your spot: #LLM https://www.avalanche.fm/ https://www.avalanche.fm/"
X Link 2023-06-20T13:13Z [----] followers, [---] engagements
"✅ MLflow AI Gateway docs: ✅ MLflow AI Gateway/LangChain integration docs:"
X Link 2023-09-06T18:44Z [----] followers, [---] engagements
"In this webinar explore the powerful synergy between @lakeFS and #MLflow to elevate your #machinelearning and #datascience endeavors Watch here #opensource #lakefs #mlops"
X Link 2023-10-19T18:15Z [----] followers, [---] engagements
"Tomorrow Nov 1st Stephen Goldbaum Kabir Rekhi Michael Shtelma & Brooke Wenig will present Accelerating Regulatory Compliance with Generative AI 👉 #opensource #mlflow #generativeai #finos #linuxfoundation"
X Link 2023-10-31T17:40Z [----] followers, [---] engagements
"#NeurIPS DAY [--] 🎊😄 MLflow is happy to be attending the 37th Annual Conference on Neural Information Processing Systems at the New Orleans Ernest N. Morial Convention Center. Want to learn more about #MLflow Stop by the @databricks / @MosaicML booth ✅ #opensource #oss"
X Link 2023-12-12T18:51Z [----] followers, [----] engagements
"#NeurIPS2023 day [--] is in full swing 🎊 Have you stopped by the @MosaicML / @databricks booth (#1009) in the expo hall yet Come grab a go-cup and learn about #MLflow 👋 #oss #opensource #neurips #genai"
X Link 2023-12-13T17:58Z [----] followers, [---] engagements
"📣 Do you have some exciting generative AI #datascience or machine learning insights The #DataAISummit community an incredible 70000+ strong wants to learn from YOU. Apply to speak 👉 Call for presentations closes January [--] [----]. #mlflow #oss https://bit.ly/3ujgf38 https://bit.ly/3ujgf38"
X Link 2023-12-14T15:48Z [----] followers, [---] engagements
"There are only a few days left to submit your #DataAISummit session proposal Share your expertise with the largest gathering of #data and #AI professionals. Call for presentations closes this Friday January [--] 👉 #mlflow #dataaisummit https://bit.ly/3sOkYt0 https://bit.ly/3sOkYt0"
X Link 2024-01-02T18:03Z [----] followers, [---] engagements
"This blog by Avinash Sooriyarachchi walks through implementing a sparse mixture of experts language model from scratch. Using@Databricksand#MLflow Avinash showcases how you can now use the platform for cutting-edge #AI development. #llm #huggingface"
X Link 2024-01-24T18:26Z [----] followers, [---] engagements
"In this tutorial learn how to deploy an #MLflow tracking server on #AWS using @PulumiCorp. Check out the step-by-step guide ➡ #pulumi #opensource #oss #mlops"
X Link 2024-03-15T14:00Z [----] followers, [---] engagements
"Leading researchers from @allen_ai are talking live with @Databricks about how OLMo - the truly open #LLM - was created. Nothing is off-limits The team will be covering everything from pre-training data to evaluation. Don't miss it Sign up here ➡ #oss"
X Link 2024-03-22T00:18Z [----] followers, [---] engagements
"Don't miss the Healthcare #NLPSummit on April 2-3 where Yinxi Zhang @databricks will share her insights on Empowering Healthcare through NLP: Harnessing Clinical Document Insights at Intermountain Health' with Dylan Wagenseller @Intermountain. 👉"
X Link 2024-03-22T11:30Z [----] followers, [---] engagements
"Introducing #DBRX an open general-purpose LLM created by @Databricks Across a range of standard benchmarks DBRX sets a new state-of-the-art for established open LLMs. 🚀 Learn more: #llms #llm #largelanguagemodel https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm"
X Link 2024-03-27T13:19Z [----] followers, [---] engagements
".@MistralAI has been added as a native provider for the #MLflow Deployments Server in MLflow 2.11.0 You can create proxied connections to the Mistral AI services for completions and embeddings with their powerful #GenAI models. 🔗 Learn more: https://hubs.la/Q02qsfBT0 https://hubs.la/Q02qsfBT0"
X Link 2024-03-28T15:07Z [----] followers, [---] engagements
"Come one come all to the Generative AI Extravaganza: DBRX 🔥👾🥳🚀🤠 on Thursday May 2nd at 6:00 PT at the @Databricks Bellevue office RSVP & view the event program: #opensource #databricks #oss #mlflow https://www.meetup.com/seattle-spark-meetup/events/299884439/ https://www.meetup.com/seattle-spark-meetup/events/299884439/"
X Link 2024-03-28T18:39Z [----] followers, [----] engagements
"Learn how to build an @OpenAI-compatible chatbot using a local Transformers model and #MLflow and serve it with minimal configuration. 🔗 Get started: #opensource #oss #openai https://mlflow.org/docs/latest/llms/transformers/tutorials/conversational/pyfunc-chat-model.html https://mlflow.org/docs/latest/llms/transformers/tutorials/conversational/pyfunc-chat-model.html"
X Link 2024-04-02T19:42Z [----] followers, [---] engagements
"We've added compatibility support for the @OpenAI 1.x SDK You'll now be able to utilize the 1.x family of the OpenAI SDK without having to point to deprecated legacy APIs. Learn more about the impactful features of MLflow 2.11.0 👉 #opensource #mlflow https://hubs.la/Q02qsfCt0 https://hubs.la/Q02qsfCt0"
X Link 2024-04-03T15:07Z [----] followers, [---] engagements
"📢 TOMORROW Be the first to hop on the DBRX train and watch as it transforms your projects and workflows. Snag your spot at the @Databricks Roundtable on April 4th. Don't miss outregister now and let's rock with DBRX. See you there Hey folks you won't want to miss the big reveal of DBRX the coolest new thing in open large language models Swing by tomorrow April 4th to the Databricks Roundtable and let's geek out together about all the cool stuff DBRX can do. https://t.co/PbiYJ1uoZy Hey folks you won't want to miss the big reveal of DBRX the coolest new thing in open large language models"
X Link 2024-04-03T18:32Z [----] followers, [---] engagements
"Join us for four days of deep learning around data AI & LLM technologies at#DataAISummit June 10-13 in San Francisco 🚀 ✔ 500+ breakout sessions & keynotes ✔ 20+ Hands-on trainings ✔ Four days of food & beverage ✔ Networking events & parties https://www.databricks.com/dataaisummitutm_source=linkedin&utm_medium=mlflow&utm_campaign=7018y000001f7cvqai https://www.databricks.com/dataaisummitutm_source=linkedin&utm_medium=mlflow&utm_campaign=7018y000001f7cvqai"
X Link 2024-04-09T16:32Z [----] followers, [---] engagements
"This Thursday April 18th the #Python User Group Belgium will hold its seventh meetup in Ghent 🙌 At this meetup Vitale Sparacello #MLflow Ambassador and Tech Lead at @datarootsio will present #MLOps Made Easy with #MLflow. RSVP ➡ https://www.meetup.com/python-user-group-belgium/events/298456368/ https://www.meetup.com/python-user-group-belgium/events/298456368/"
X Link 2024-04-15T14:16Z [----] followers, [---] engagements
"🚀 Share your #MLflow feedback in this quick survey We want to know your thoughts on some of the latest MLflow features and how you envision MLflow growing to meet your needs especially with new #DeepLearning and #LLM features. Take survey ➡ #oss https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU"
X Link 2024-04-23T13:33Z [----] followers, [---] engagements
"👥 Be a part of our community-driven development at #MLflow. Share your thoughts and help us focus on the features that matter most to you. Take the MLflow feedback survey now: #opensource #oss #linuxfoundation #mlops https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU https://surveys.training.databricks.com/jfe/form/SV_3jGIliwGC0g5xTU"
X Link 2024-04-30T13:16Z [----] followers, [----] engagements
"MosaicX Spotlight is a new technical meetup series that focuses on applying the latest #GenAI research to business use cases On May [--] the new series will kickoff in New York City atThe Times Center 🏙 Space will be limited - Sign up soon ➡ https://events.databricks.com/fy250522-ev-mosaicspotlightmeetup-nyc/waitlist https://events.databricks.com/fy250522-ev-mosaicspotlightmeetup-nyc/waitlist"
X Link 2024-05-06T13:01Z [----] followers, [---] engagements
"In this tutorial explore how to set up an #MLflow Deployments Server tailored for @OpenAI's models allowing seamless integration and querying of #OpenAIs powerful language models. 🔗Get started: #oss #opensource #linuxfoundation https://mlflow.org/docs/latest/llms/deployments/guides/index.html https://mlflow.org/docs/latest/llms/deployments/guides/index.html"
X Link 2024-06-24T13:08Z [----] followers, [---] engagements
"Dive into our latest blog on maximizing mlflow.pyfunc in your ML projects 🚀 Discover how to build ensemble models integrate DuckDB craft custom pipelines and more. Perfect your model lifecycle management with MLflow. PyFunc in Practice ➡ #mlflow https://mlflow.org/blog/pyfunc-in-practice https://mlflow.org/blog/pyfunc-in-practice"
X Link 2024-09-03T19:08Z [----] followers, [---] engagements
"MLflow's OpenAI autologging: a simple entry point for GenAI experiments. Track OpenAI interactions with one line of code. 🔍 Trace logging 📊 Optional model logging 🔄 Easy run comparisons Docs: #MLOps #OpenAI #ML #LLMOps https://mlflow.org/docs/latest/llms/openai/autologging.html https://mlflow.org/docs/latest/llms/openai/autologging.html"
X Link 2024-10-08T14:24Z [----] followers, [---] engagements
"MLflow ChatModel enables rapid development of standardized chat interfaces 🚀 Reduces boilerplate 🔄 Seamless tracing and evals 🛠 Supports tool calling Ideal for compound AI systems & multi-step agents Tutorial: https://mlflow.org/docs/latest/llms/chat-model-guide/index.html https://mlflow.org/docs/latest/llms/chat-model-guide/index.html"
X Link 2024-10-16T18:08Z [----] followers, [---] engagements
"MLflow [----] introduces audio playback in the UI As TTS models from OpenAI & others become more common MLflow lets you track & analyze audio alongside other artifacts. Get started with a simple mlflow.log_artifact() call on an audio file"
X Link 2024-10-18T20:49Z 10.6K followers, [---] engagements
"MLflow 2.17.1 adds OpenAI Swarm tracing support Updates in this release include: 🔄 OpenAI Swarm tracing/autologging 🔗 UC connections as model deps 🚀 Genie Spaces model resources 💬 Custom chat endpoint improvements Release Notes: #MLflow #AI https://mlflow.org/releases#2171-2024-10-25 https://mlflow.org/releases#2171-2024-10-25"
X Link 2024-10-30T19:03Z 10.6K followers, [---] engagements
"MLflow's OpenAI autologging now includes built-in tracing for OpenAI Swarm multi-agent systems with one line of code: mlflow.openai.autolog() That's all it takes to get full visibility into every agent handoff and tool call. #MLflow #AI #OpenAI"
X Link 2024-11-01T15:50Z [----] followers, [----] engagements
"Python ML developers: Add mlflow.autolog() to get instant production-grade tracking & observability Works with: 📊 Popular ML libraries (sklearn PyTorch XGBoost .) 🤖 GenAI (OpenAI LangChain LlamaIndex .) One line automatic logging of metrics artifacts traces etc"
X Link 2024-11-08T19:38Z [----] followers, [---] engagements
"MLflow's GenAI evaluation metrics are now callable functions as of MLflow [----] making them easier to use and integrate Use metrics like answer_relevance directly or via mlflow.evaluate()perfect for quick prototyping and custom evaluation workflows. #AI #LLMs #MLOps #LLMOps"
X Link 2024-11-11T18:16Z [----] followers, [---] engagements
"📚 Docs: 📝 Release notes: https://mlflow.org/releases/2.17.0 https://mlflow.org/docs/latest/model-evaluation/index.html https://mlflow.org/releases/2.17.0 https://mlflow.org/docs/latest/model-evaluation/index.html"
X Link 2024-11-11T18:16Z [----] followers, [---] engagements
"MLflow Tracing preserves error data and partial execution state when exceptions occur making it easier to diagnose problems in GenAI applications. 📊 Records data pre-failure 🔍 Stores exception details ❌ Clear error status in UI docs: https://mlflow.org/docs/latest/llms/tracing/index.html https://mlflow.org/docs/latest/llms/tracing/index.html"
X Link 2024-11-15T20:28Z [----] followers, [---] engagements
"MLflow [----] adds Anthropic Bedrock Mistral and TogetherAI as LLM judge providers for evaluating GenAI outputs Just change the model URI to switch providers ⚡ 📚 Docs: #MLflow #LLMOps #AI https://mlflow.org/docs/latest/llms/llm-evaluate/index.html#saas-llm-providers https://mlflow.org/docs/latest/llms/llm-evaluate/index.html#saas-llm-providers"
X Link 2024-11-20T15:23Z [----] followers, [---] engagements
"MLflow [----] updates the tracing UI for improved GenAI application debugging: ✨ Enhanced Markdown rendering 🔄 Standardized span components 📊 Improved content visualization Debug multi-agent systems and LLM apps with better observability than ever before. #MLflow #LLMOps #AI"
X Link 2024-11-25T18:27Z 10.3K followers, [---] engagements
"MLflow automated tracing supports major GenAI frameworks & models including DSPy and Gemini. One line of code = complete visibility into your GenAI apps: mlflow.library.autolog() See every interaction error state and agent handoff in real-time: https://mlflow.org/docs/latest/llms/tracing/index.html https://mlflow.org/docs/latest/llms/tracing/index.html"
X Link 2024-12-02T20:03Z [----] followers, [----] engagements
"Release notes: https://mlflow.org/releases/2.19.0 https://mlflow.org/releases/2.19.0"
X Link 2024-12-11T15:14Z [----] followers, [---] engagements
"The MLflow team is hosting office hours on Jan [--] Join us to: 🔍 Get help with your contributions 💡 Learn about new GenAI features 🚀 Discuss the roadmap 💬 Connect with maintainers January [--] 5PM PST / 8PM EST Register: #MLflow #MLOps #AI #OpenSource https://lu.ma/x3fuq2o9 https://lu.ma/x3fuq2o9"
X Link 2025-01-02T18:04Z [----] followers, [---] engagements
"MLflow's validate_serving_input helps catch model serving issues before deployment. Easily test your production serving setup. validate_serving_input(model_uri serving_payload) 🔍 Test serving payloads 🐛 Catch format issues early ⚡ Validate before deploy #MLflow #MLOps"
X Link 2025-01-07T16:43Z [----] followers, [---] engagements
"MLflow ChatModel turns any LLM into a versioned deployable model. From basic model wrapping to features like tracing and configuration our tutorials walk you through it step-by-step 🧵 #machinelearning #ai #mlops #llmops"
X Link 2025-01-10T16:54Z [----] followers, [---] engagements
"Learn to build a tool-calling math agent with @llama_index Workflows and MLflow in our step-by-step tutorial 🧮 Building reliable AI agents requires observability and lifecycle managementcore capabilities MLflow provides while integrating with frameworks like LlamaIndex"
X Link 2025-01-14T16:26Z [----] followers, [---] engagements
"Join us next week for an MLflow Virtual Meetup 🤖 GenAI Agents with Unity Catalog and MLflow 📊 MLflow Tracing Updates: Latest features and integrations + [----] roadmap preview Register here: #MLflow #GenAI #MLOps #machinelearning https://lu.ma/pmcwcenq https://lu.ma/pmcwcenq"
X Link 2025-01-23T23:00Z [----] followers, [---] engagements
"Join us this week for our first MLflow Virtual Meetup of [----] We'll discuss: [--]. Building GenAI agents with MLflow and @unitycatalog_io [--]. The present and future of MLflow tracing including a preview of [----] updates See registration link below 👇 #machinelearning #ai #mlops"
X Link 2025-01-27T20:04Z [----] followers, [---] engagements
"Join us for MLflow Office Hours see upcoming GenAI features get implementation guidance and connect with the MLflow team Deep dives into LLM tracking evaluation and MLOps best practices. 📅 Feb [--] 5:00 PM PST / 8:00 PM EST #MLflow #LLMOps #AI #MLOps"
X Link 2025-01-29T21:49Z [----] followers, [---] engagements
"Our next MLflow Office Hours session is happening this week Stop by to learn about the MLflow roadmap ask questions chat about AI and ML or give us your feedback about MLflow. #machinelearning #mlops #genai"
X Link 2025-02-03T20:19Z [----] followers, [---] engagements
"Event registration: https://lu.ma/gfcdbuz4 https://lu.ma/gfcdbuz4"
X Link 2025-02-03T20:19Z [----] followers, [---] engagements
"Starting in one hour Come to office hours and bring your questions. In past sessions we've discussed topics like: - How to start contributing to MLflow - MLflow Tracing best practices - Product Roadmap Updates #genai #machinelearning #opensource #mlops https://lu.ma/gfcdbuz4 https://lu.ma/gfcdbuz4"
X Link 2025-02-06T00:03Z [----] followers, [---] engagements
"MLflow Tracing gives you complete observability across OpenAI Anthropic Langchain LlamaIndex & all your other LLM providers with just one line of code. Add .autolog() and get instant insights into every LLM call. #ai #mlops #opensource"
X Link 2025-02-07T17:43Z [----] followers, [----] engagements
"View your traces in the MLflow UI or as of MLflow [----] right in your Jupyter notebooks Read here to learn more about MLflow Tracing: https://mlflow.org/docs/latest/llms/tracing/index.html https://mlflow.org/docs/latest/llms/tracing/index.html"
X Link 2025-02-07T17:43Z [----] followers, [---] engagements
"MLflow Office Hours tomorrow: Bring your questions share your feedback meet the community and learn about the roadmap. Feb 19th 8:00 AM PST / 11:00 AM EST. Register below #MLflow #MLOps #OpenSource #AI"
X Link 2025-02-18T14:42Z [----] followers, [---] engagements
"Ever wanted to trace an #LLM provider that isnt natively supported by MLflow Now you can 🙌 In our latest blog we show you how to extend #MLflow Tracing beyond built-in providers. With a simple tweak to @ollama's Python SDK we demonstrate how just a few lines of code can unlock powerful tracing capabilities. ✅ And it doesnt stop therethese same techniques apply to more complex workflows including tracing multi-step tool execution loops. ➰ Read the full guide here #oss #opensource #linuxfoundation https://mlflow.org/blog/custom-tracing https://mlflow.org/blog/custom-tracing"
X Link 2025-02-27T16:50Z [----] followers, [---] engagements
"Stop Guessing Start Tracing: Full GenAI Observability in One Line of Code 🔎 Struggling to keep track of your #GenAI calls across different frameworks and scripts MLflow Tracing provides an easy way to record organize and compare LLM callsincluding multi-step workflowsso you can debug and optimize your AI applications with ease. With just one line of code: ..() you get full AI observability for OpenAI Anthropic LangChain and more. 🚀 Get started in just [--] minutes Read the full guide here: #opensource #mlflow #oss #linuxfoundation https://mlflow.org/blog/ai-observability-mlflow-tracing"
X Link 2025-03-10T21:27Z [----] followers, [---] engagements
"🛠 MLflow Tracing + Ollama Python SDK = Better Observability MLflow Tracing helps you capture detailed execution traces for GenAI applications. But what if your #LLM provider isnt natively supported We show how to add tracing support to the Ollama Python SDKstep by step. 📖 Read now: #opensource #oss #linuxfoundation #mlflow https://mlflow.org/blog/ai-observability-mlflow-tracing https://mlflow.org/blog/ai-observability-mlflow-tracing"
X Link 2025-03-14T16:27Z [----] followers, [---] engagements
"📢 Reminder: MLflow Office Hours is Tomorrow This is your chance to dive into #GenAI #MLOps workflows and #MLflow best practiceswith insights from the experts. 🔍 What to Expect: ✅ Deep dives into GenAI & MLOps best practices ✅ Troubleshooting & implementation support ✅ Sneak peeks at upcoming MLflow features ✅ LLM tracking & evaluation strategies ✅ Live Q&A Share your screen and get real-time help 🗓 Wednesday March [--] 🕝 8:00 AM PST / 11:00 AM EST 🔗 Register now: #opensource #oss #linuxfoundation https://lu.ma/mlflow319 https://lu.ma/mlflow319"
X Link 2025-03-18T14:41Z [----] followers, [---] engagements
"MLflow Office Hours - April [--] [----] https://x.com/i/broadcasts/1lDxLzOlLkmGm https://x.com/i/broadcasts/1lDxLzOlLkmGm"
X Link 2025-04-03T00:04Z [----] followers, [---] engagements
"Don't forget you can get answers to your MLflow questions around the clock by joining the MLflow Slack: ✅ https://go.mlflow.org/slack https://go.mlflow.org/slack"
X Link 2025-04-03T00:32Z [----] followers, [---] engagements
"🎥 Get Hands-On with MLflow Tracing New Video Out Now Explore how #MLflow Tracing enhances observability in #GenAI applications. In this video Daniel Liden (@databricks) provides a hands-on demonstration of setting up MLflow Tracing and discusses its benefits for debugging experimentation and data organization. You'll also learn: ✅ Best practices for organizing traces ✅ How to work with multiple tracing providers ✅ How tracing can be applied beyond AI applications Watch now ➡ #opensource #mlops #linuxfoundation #oss https://www.youtube.com/watchv=iRbB4yIm3ag&t=29s"
X Link 2025-04-04T12:56Z [----] followers, [---] engagements
"🚀 MLflow Office Hours are back Join us on April [--] at 8AM PT for a special edition: MLflow [---] Office Hours 🙌 Were excited to dive into the first release candidate of MLflow [---] and explore whats new. Have MLflow questions Bring them all Whether its about MLflow [---] or anything else MLflow-related were here to help. 🔥 📅 Register today: MLflow [---] is designed to supercharge your AI experimentation and accelerate your journey from idea to production: ✅ Cutting-edge support for GenAI workflows ✅ Centralized tracking & observability for models agents and AI applications ✅ Enhanced performance"
X Link 2025-04-08T14:34Z [----] followers, [--] engagements
"🚀 New on the MLflow blog: Automatically find the bad LLM responses in your LLM Evals with @CleanlabAI Cleanlabs Trustworthy Language Models (TLM) analyze prompts and responses to calculate a _ flagging potentially incorrect or hallucinated outputs no ground truth labels required. In this guide learn how to: ✅ Apply TLM to LLM responses captured with MLflow tracing ✅ Log track and analyze trustworthiness scores and explanations ✅ Use MLflow Evaluation to compare scores across runs 🔗 Check out the full guide: #opensource #mlflow #cleanlab #oss #llm https://mlflow.org/blog/tlm-tracing"
X Link 2025-04-10T19:37Z [----] followers, [---] engagements
"In this quick clip #MLflow Ambassador @AAwadelrahman breaks down the MLflow Prompt Registry a powerful way to track version and reuse prompts across GenAI workflows and highlights key features. ✅ 🎥 Watch here: #opensource #oss #genai #promptengineering https://www.linkedin.com/posts/awadelrahman_mlflow-prompt-registry-activity-7316947032751915008-TwTJutm_source=share&utm_medium=member_desktop&rcm=ACoAABtV6AoB0BNMglRhliv1pwCn-K3XSUOIJP8"
X Link 2025-04-15T19:12Z [----] followers, [---] engagements
"🚀 Excited to see the launch of Core4AI from Rahul Pandey MLflow Ambassador Core4AI is a powerful new tool that integrates with #MLflow to streamline prompt engineering. Core4AI supports both @OpenAI and @ollama enabling versioning management and intelligent prompt matching to help teams build smarter GenAI workflows at scale. ✅ 👉 GitHub Repo: 👉 PyPI: #opensource #mlflow #core4ai #promptengineering #llm https://pypi.org/project/core4ai/ https://github.com/iRahulPandey/core4ai https://pypi.org/project/core4ai/ https://github.com/iRahulPandey/core4ai"
X Link 2025-04-16T20:46Z [----] followers, [--] engagements
"MLflow Tracing brings powerful observability to GenAI workflows capturing detailed execution data across every step of the process. But what if you're working with an #LLM provider that isnt supported out of the box 🤔 In this blog we go beyond autologging to show how to integrate #MLflow Tracing with the Ollama Python SDK an open-source client for the Ollama LLM platform. 📖 Full blog post 📌 Youll learn: ✅ How MLflow Tracing works and what it captures: inputs outputs metadata tool calls reasoning steps and more ✅ How to add custom tracing support to a provider like #Ollama with minimal code"
X Link 2025-04-17T17:34Z [----] followers, [---] engagements
"Did you know you can view the MLflow Trace UI directly within #Jupyter notebooks 🚀 👉 Get started: MLflow Tracing captures inputs outputs and intermediate steps in your #GenAI workflowsmaking it easier to debug complex applications with full visibility. With MLflow [----] you can explore traces without ever leaving your notebook. 🌟 That means: No more tab switching. Just streamlined observability right where you're working. ✅ Whether you're using @LangChainAI #DSPy or other frameworks MLflow Tracing works out of the boxno code changes required. #opensource #mlflow #oss #jupyterlab"
X Link 2025-04-18T18:29Z [----] followers, [---] engagements
"🎥 Get Hands-On with MLflow Tracing New Video Out Now Explore how #MLflow Tracing enhances observability in #GenAI applications. In this video Daniel Liden (@databricks) provides a hands-on demonstration of setting up MLflow Tracing and discusses its benefits for debugging experimentation and data organization. You'll also learn: ✅ Best practices for organizing traces ✅ How to work with multiple tracing providers ✅ How tracing can be applied beyond AI applications Watch now ➡ #opensource #mlops #linuxfoundation #oss https://youtu.be/X5P-zvGGE0gsi=UVNdOfZ54j8cxaJN"
X Link 2025-04-21T20:15Z [----] followers, [---] engagements
"On April 23rd the #MLflow team at @databricks had the opportunity to join a meetup for Bilibili Group - one of the most popular media platforms in China referred to as China's YouTube. 🙌 Whats Bilibili❓ Bilibili is a prominent Chinese online video-sharing platform based in Shanghai. Launched in [----] it initially catered to fans of anime comics and games (ACG) but has since evolved into a diverse content hub. The platform offers a wide range of videos including music dance science and technology movies drama fashion and video games. As MLflow maintainers we were excited to share the #GenAI"
X Link 2025-04-29T13:18Z [----] followers, [---] engagements
"Tomorrow April [--] at 20:00 CET Baak Tue Eskili and Maria Vechtomova are hosting a lightning session together with Daniel Liden Senior Developer Advocate at @Databricks and #MLflow contributor They will walk through: 🔹MLflow tracing 🔹MLflow evaluation 🔹Deploying our AI application on Databricks 👉 Register here: #opensource #oss #mlops https://maven.com/p/af7339/building-reliable-ai-systems-with-m-lflowutm_medium=ll_share_link&utm_source=instructor https://maven.com/p/af7339/building-reliable-ai-systems-with-m-lflowutm_medium=ll_share_link&utm_source=instructor"
X Link 2025-04-29T17:08Z [----] followers, [---] engagements
"What can you achieve with generative AI using #MLflow Join Michael Berk (@databricks) at #ODSCEast as he demonstrates how MLflow streamlines the journey from #GenAI prototype to production ✅ 🔗 Register now ➡ In his session What Can You Do with GenAI Using MLflow Michael will showcase how MLflows unified open source #MLOps platform empowers teams to: 🔹 Leverage MLflows advanced tracing to monitor prompt-model interactions identify bottlenecks and gain full visibility across your GenAI applications. 🔹 Use MLflows built-in evaluation tools to continuously benchmark GenAI models ensuring"
X Link 2025-05-02T16:00Z [----] followers, [---] engagements
"Calling all #MLflow users 📣 Save 50% on your Data+AI Summit pass with a special MLflow community discount. Want the exclusive code❓ REPLY to this post and well DM it to you👇 June [---] in SF 700+ sessions keynotes and in-depth talks on how teams are building with MLflow for #LLMs #agents #modeltracking and more. Hear directly from the MLflow team and connect with contributors practitioners and open-source builders. 🎟 Promotion ends Sunday May [--] 👉 Learn more: #MLOps #OpenSource #DataAISummit https://www.databricks.com/dataaisummit https://www.databricks.com/dataaisummit"
X Link 2025-05-05T18:33Z [----] followers, [---] engagements
"Want to save 50% on your Data+AI Summit pass with a special MLflow community discount Want the exclusive code❓ REPLY to this post and well DM it to you"
X Link 2025-05-07T17:25Z [----] followers, [---] engagements
"Live from Data Innovation Summit in Stockholm Thor Steen Larsen MLflow Ambassador and ML Engineer at @omDSB is demoing how #MLflow can streamline image dataset tracking at the @Databricks booth. 🙌 Hes sharing two practical methods: experiment tracking with dataset artifact logging and using MLflows @huggingface dataset module. Thor is also highlighting real-world challenges like storage limits and the complexity of data annotation. 🚀 🔗 Stay tuned for code examples - blog post coming soon on #opensource #mlflowambassador #oss #linuxfoundation #huggingface https://mlflow.org/blog"
X Link 2025-05-08T16:21Z [----] followers, [---] engagements
"30 Days until #DataAISummit MLflow community members get 50% off registration 🎉 Want the code Reply to this post and well DM it to you.👇 June [---] in SF Dive into: 🔹 700+ sessions including talks on MLflow tracking evaluation GenAI workflows & more 🔹 Community meetups demos and real-world use cases 🔹 New techniques for scaling models in production Hurrythis offer ends Sunday May [--] 🎟 Learn more: #opensource #mlflow #genai #oss https://www.databricks.com/dataaisummit Thirty days left Join us in San Francisco for #DataAISummit the premiere global event for data practitioners leaders and"
X Link 2025-05-10T21:32Z 10.3K followers, [----] engagements
"Ready to streamline your ML lifecycle 🚀 Join us at #DataAISummit to explore MLflow [---] on @Databricks where youll learn how to manage everything from experimentation to productionwith less effort and better results See how MLflow [---] supports: ✅ Automatic experiment tracking ✅ Lifecycle monitoring across environments ✅ Robust deployment versioning and governance ✅ Proven MLOps workflows ✅ Scalable generative AI applications 🗣 Session: MLflow 3.0: AI and MLOps on Databricks 🎤 Arpit Jasapara & Corey Zumar 🗓 June [---] 📍 San Francisco 🔗 Register now: P.S. MLflow community members get 50% off"
X Link 2025-05-13T16:11Z 10.5K followers, [---] engagements
"🚨 Reminder: MLflow Office Hours is TOMORROW Dont miss your chance to connect directly with #MLflow maintainers and contributors in an open Q&A session. Whether you're managing models in production or experimenting with #LLM workflows this is the place to get technical insights and real-time feedback. Open to MLflow users of all levelsbring your questions and join the conversation 🗣 🗓 Wednesday May [--] 🕑 8:00AM PT 🔗 Register now: #opensource #oss #linuxfoundation #ML https://lu.ma/mlflow514 https://lu.ma/mlflow514"
X Link 2025-05-13T20:08Z [----] followers, [---] engagements
"Did you know you can now try out MLflow for free using a managed hosted option Weve heard from a lot of you that getting started with MLOps tools easily is key especially as more engineers dive into #GenAI. To make it simpler to explore MLflow for GenAI theres a hosted option from @Databricks (the original creators of MLflow) that you can try with free credits: 👉 Try it here: Its a hassle-free way to experiment with MLflow and see how it works no infra setup required. And of course MLflow is still fully open source with hosted options available across all cloud providers: 🔗 Explore other"
X Link 2025-05-26T13:11Z [----] followers, [---] engagements
"📣 The wait is over Data+AI Summit kicks off this week. 🎉 Ready to supercharge your machine learning workflow Join us for MLflow 3.0: AI and MLOps on @Databricks and see how MLflow [---] streamlines everything from experiment tracking to deploying ML and generative AI models. What youll learn: 🔹 How to automatically track experiments and compare model performance 🔹 Best practices for monitoring and managing models across multiple environments 🔹 Robust deployment strategies with versioning and governance 🔹 Proven MLOps workflows to accelerate development and deployment 🔹 Tips for building"
X Link 2025-06-09T03:49Z 10.1K followers, [---] engagements
"🎉 We're excited to see the global data and AI community come together in San Francisco this week If youre passionate about open source make sure to check out the MLflow sessions. Youll get to explore MLflow [---] learn about MLOps best practices and discover how open platforms are fueling the next wave of AI innovation. Connect with the MLflow team engage with contributors and see how open source is powering everything from experiment tracking to scalable GenAI applications. 🙌 Whether youre on-site or tuning in virtually #MLflow and open source are at the heart of this years summit. See you"
X Link 2025-06-10T05:11Z 10.2K followers, [---] engagements
"Be sure to check out - NEW design NEW documentation 🚀 http://mlflow.org http://mlflow.org"
X Link 2025-06-25T23:10Z 10.2K followers, [---] engagements
"Check out this awesome blog by Sandeep - Advanced tracing and evaluation of generative AI agents using LangChain and Amazon SageMaker AI MLflow: https://aws.amazon.com/blogs/machine-learning/advanced-tracing-and-evaluation-of-generative-ai-agents-using-langchain-and-amazon-sagemaker-ai-mlflow/ https://aws.amazon.com/blogs/machine-learning/advanced-tracing-and-evaluation-of-generative-ai-agents-using-langchain-and-amazon-sagemaker-ai-mlflow/"
X Link 2025-06-25T23:40Z 10.2K followers, [---] engagements
"Join us on Slack: https://join.slack.com/t/mlflow-users/shared_invite/zt-37w2jdu1t-Y09RF_89byJCxkIsPwU6Q https://join.slack.com/t/mlflow-users/shared_invite/zt-37w2jdu1t-Y09RF_89byJCxkIsPwU6Q"
X Link 2025-06-25T23:46Z 10.2K followers, [---] engagements
"Deliver Production-Ready AINo Setup Required 🚀 Build GenAI applications faster with MLflow on Databricksfree fully managed by the original creators. Track trace evaluate and optimize your workflows with full OSS compatibility and no infrastructure overhead. Ready to accelerate your GenAI workflows Get started for free today ➡"
X Link 2025-06-26T15:45Z 10.2K followers, [----] engagements
"Deliver Production-Ready AINo Setup Required 🚀 Build GenAI applications faster with MLflow on Databricksfree fully managed by the original creators. Track trace evaluate and optimize your workflows with full OSS compatibility and no infrastructure overhead. Ready to accelerate your GenAI workflows Get started for free today ➡ https://signup.databricks.com/destination_url=/ml/experiments-signupsource=TRY_MLFLOW&dbx_source=TRY_MLFLOW&signup_experience_step=EXPRESS&provider=MLFLOW&utm_source=x_post_mlflow_ads"
X Link 2025-06-26T22:11Z 10.2K followers, [---] engagements
"Evaluate Language Model Outputs with LLM Judges 🚀 LLM judges leverage #LLMs to score the quality of model outputs offering a more human-like evaluation for complex language tasks while being significantly more scalable and cost-effective than manual human review. --- ✅ Automated scalable and cost-effective evaluation for language models ✅ Human-like scoring for nuanced free-form outputs ✅ Customizable to any domain or business requirement ✅ Seamless integration with MLflows experiment tracking and visualization tools ✅ Built-in metrics for answer correctness relevance faithfulness toxicity"
X Link 2025-06-27T15:58Z 10.2K followers, [---] engagements
"Join Us for MLflow Office Hours This Wednesday 🥳 Are you working with models in production exploring LLM workflows or eager to dive into the latest MLflow features Dont miss our interactive MLflow Office Hours happening this Wednesday July [--] at 8AM PT RSVP here: Whether youre new to MLflow or a seasoned contributor these sessions are designed for everyone in the MLflow community. Lets connect and talk all things MLflowsee you there 👏 #opensource #oss #linuxfoundation #mlflow #ml https://lu.ma/officehours0709 https://lu.ma/officehours0709"
X Link 2025-07-07T15:59Z 10.3K followers, [---] engagements
"📣 Dont Miss This Session at Agents in Production [----] Yuki Watanabe Senior Software Engineer at @Databricks will be presenting"Driving Evaluation-Driven Development with MLflow 3.0"at Agents in Production 2025a fully virtual free event on Thursday July [--]. 🔎 What to Expect: Discover how evaluation can drive the development of reliable Agentic applications as Yuki demonstrates MLflow 3.0s latest features including one-line observability automatic evaluation and human-in-the-loop feedback. Join to explore practical strategies for advancing quality in Agentic systems with MLflow 🚀 ✅ Check out"
X Link 2025-07-09T14:33Z 10.3K followers, [---] engagements
"Boost observability in your #GenAI workflows with MLflow Tracing 🚀 In this hands-on session Daniel Liden Developer Advocate at @Databricks walks through how #MLflow Tracing can help you debug experiment and organize data more effectively in Generative AI applications. 💡 What you'll learn: How to set up MLflow Tracing Best practices for organizing traces Using multiple tracing providers Applying tracing beyond AI A deep dive into a complex agent workflow 🎥 Watch the full tutorial: #opensource #oss #linuxfoundation #generativeai https://www.youtube.com/watchv=X5P-zvGGE0g"
X Link 2025-07-09T19:46Z 10.3K followers, [---] engagements
"🚀 Amazon Sagemaker AI now offers fully managed support for MLflow [---] MLflow [---] helps to accelerate your #GenAI journey with streamlined observability advanced tracing and unified experiment tracking. The new #GenAI features help you build monitor and optimize generative AI applications. 🔗 Learn more in the official AWS announcement: #mlflow #sagemaker #ai #machinelearning #generativeai https://aws.amazon.com/blogs/machine-learning/accelerating-generative-ai-development-with-fully-managed-mlflow-3-0-on-amazon-sagemaker-ai/"
X Link 2025-07-11T16:05Z 10.3K followers, [---] engagements
"📣Happening This Week: Agents in Production [----] Join us virtually this Thursday July [--] for "Driving Evaluation-Driven Development with MLflow 3.0" by Yuki Watanabe Senior Software Engineer at @databricks. 🚀 ✅ Discover MLflow 3.0s new features: one-line observability automatic evaluation and human-in-the-loop feedback. ✅ Learn practical strategies for building reliable Agentic applications and improving quality in Agentic systems. Free and open to all interested in MLOps open source and Agentic AI 🙌 👉Check out the full agenda & register here: #opensource #oss #mlflow #linuxfoundation"
X Link 2025-07-14T13:43Z 10.3K followers, [---] engagements
"Effortless Version Tracking for GenAI Apps with MLflow 🚀 MLflows LoggedModel makes it easy to version your entire GenAI applicationincluding code prompts and configsso you always know exactly whats running and when. ✅ Evaluation results and traces are automatically linked to each version giving you a complete auditable history for debugging and reproducibility. Instantly compare performance cost and quality scores across versions to make smarter data-driven deployment decisions. Why version your GenAI apps with MLflow 🔹 : Instantly recreate any previous application state using linked code"
X Link 2025-07-15T13:40Z 10.3K followers, [---] engagements
"At what stage or scale of an ML project would you recommend moving from self-hosted MLflow to SageMaker managed MLflow Watch the full clip for the answer #sagemaker #mlflow #opensource #oss #ML"
X Link 2025-07-15T15:48Z 10.3K followers, [---] engagements
"📣 Did you know Amazon Sagemaker AI now offers fully managed support for MLflow [--] MLflow [--] helps to accelerate your #GenAI journey with streamlined observability advanced tracing and unified experiment tracking. The new #GenAI features help you build monitor and optimize generative AI applications. 🔗 Learn more in the official AWS announcement: #opensource #mlflow #oss https://aws.amazon.com/blogs/machine-learning/accelerating-generative-ai-development-with-fully-managed-mlflow-3-0-on-amazon-sagemaker-ai/"
X Link 2025-07-15T15:49Z 10.3K followers, [---] engagements
"Exciting news 🙌 MLflow will soon support TypeScript natively. With the upcoming MLflow TypeScript SDK youll be able to: ✅ Track monitor and evaluateprojects in Python TypeScript or JavaScriptall in one place ✅ Unify workflowsacross data science and full-stack development ✅ Collaborate seamlesslywithout switching tools or platforms 👀 Get anexclusive previewof the forthcomingTypeScript SDK: #MLflow #TypeScript #GenAI #MLOps #OpenSource https://www.youtube.com/watchv=-jzmGtHLnRg https://www.youtube.com/watchv=-jzmGtHLnRg"
X Link 2025-07-15T20:11Z 10.3K followers, [---] engagements
"🚨 Happening TOMORROW July [--] Agents in Production [----] is almost here Dont miss Driving Evaluation-Driven Development with MLflow [---] by Yuki Watanabe Senior Software Engineer at Databricks. Get an inside look at MLflow 3.0s powerful new features: ✅ One-line observability ✅ Automatic evaluation ✅ Human-in-the-loop feedback Learn how to build more reliable Agentic applications and boost quality across your systems.💡 Free + virtual open to all in MLOps OSS and Agentic AI 📅 Final chance to register: #opensource #oss #mlflow #linuxfoundation #agenticai"
X Link 2025-07-16T13:29Z 10.3K followers, [---] engagements
"Happening TODAY 🚨 Join Agents in Production [----] for a cant-miss session on building evaluation-driven Agentic systems with MLflow [---]. 🎙 Driving Evaluation-Driven Development with MLflow [---] with Yuki Watanabe Senior Software Engineer at @databricks Learn how to: ✅ Monitor LLM applications with one-line observability ✅ Automate evaluation across runs ✅ Incorporate human-in-the-loop feedback into your workflow 💻 Free + virtual open to all 📅 Last chance to register: #opensource #mlflow #agenticAI #MLOps #oss"
X Link 2025-07-17T12:33Z 10.3K followers, [----] engagements
"MLflow Community Meetup July [--] [----] https://x.com/i/broadcasts/1MnxnwMaDWNKO https://x.com/i/broadcasts/1MnxnwMaDWNKO"
X Link 2025-07-23T23:00Z 10.3K followers, [----] engagements
"Continue the conversation and by joining us on Slack ➡ http://bit.ly/4o5jRNv http://bit.ly/4o5jRNv"
X Link 2025-07-24T00:00Z 10.3K followers, [---] engagements
"📣 Join us onWednesday August [--] for the next#MLflow Office Hoursan open Q&A session with MLflow maintainers and contributors Whether you're managing models in production experimenting with LLM workflows or exploring new features in MLflow this is your chance to get direct technical feedback from the team behind the project. 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅ Tips & best practices for tracking LLM workflows and ML experiments Bring"
X Link 2025-07-24T13:48Z 10.3K followers, [--] engagements
"📣 Join us onWednesday August [--] for the next#MLflow Office Hoursan open Q&A session with MLflow maintainers and contributors Whether you're managing models in production experimenting with LLM workflows or exploring new features in MLflow this is your chance to get direct technical feedback from the team behind the project. 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅ Tips & best practices for tracking LLM workflows and ML experiments Open to"
X Link 2025-07-24T13:56Z 10.3K followers, [---] engagements
"Automate detection of unreliable LLM outputs by combining MLflow tracing with @CleanlabAI's Trustworthy Language Models (TLM). 🚀 This blog post covers: ✅ Setting up MLflow to capture complete LLM interactions including system prompts. ✅ Retrieving traces and efficiently batch-evaluating them with TLM to get trustworthiness scores and explanationswithout ground truth labels. ✅ Tagging each MLflow trace with its trust score and explanation for ongoing review. ✅ Using MLflow Evaluation with a custom TLM metric to systematically compare model outputs. For the full guide and code samples read"
X Link 2025-07-29T21:19Z 10.3K followers, [---] engagements
"Today we're thrilled to introduce theMLflow TypeScript SDK bringing the industry-leading observability capabilities of MLflow directly to your TypeScript and JavaScript applications🚀 The SDK enables: ✅ Automatic tracing of #LLM and AI API calls ✅ Manual instrumentation for custom code and workflows ✅ OpenTelemetry-based standards for exporting and integrating trace data ✅ Integration with any MLflow Tracking Server (local or cloud-managed) ✅ Human feedback collection and evaluation tools You can find hands-on guides code snippets and setup tips in the full blog post. 👇 🔗 Dive #opensource"
X Link 2025-07-31T15:11Z 10.4K followers, [----] engagements
"Have#MLflow questions Join us thisWednesday August6 for MLflow OfficeHours 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅ Tips & best practices for tracking LLM workflows and ML experiments 🔗 Register now: #opensource #oss #ml #llm #genai http://lu.ma/mlflow8625 http://lu.ma/mlflow8625"
X Link 2025-08-04T14:29Z 10.4K followers, [---] engagements
"MLflow [---] is here 🚀 Key updates include: 🔹 : Add MLflow tracing to TypeScript GenAI apps and capture key runtime signals alongside Python support. 🔹 : Native trace support for Semantic Kernel pipelines improving compatibility for GenAI orchestration. 🔹 : Track human feedback ground truth labels and LLM evaluation results via the tracing API. 🔹 : Redesigned experiment overview and model pages to streamline navigation and usability. 🔹 : Added chat image rendering and consolidated trace summaries for higher-level task monitoring. 🔹 : Support for custom span post-processors enables"
X Link 2025-08-05T17:14Z 10.4K followers, [---] engagements
"Don't forget TODAY August [--] at 8AM PT we have MLflow Office Hours 🚀 What to Expect: ✅ Live troubleshooting of your MLflow implementation questions ✅ Expert insights on model lifecycle management and GenAI integrations ✅ Sneak peeks at new and upcoming features ✅Tips & best practices for tracking #LLM workflows and #ML experiments 🔗 Join us: #opensource #oss #mlflow #linuxfoundation #officehours https://lu.ma/mlflow8625 https://lu.ma/mlflow8625"
X Link 2025-08-06T13:39Z 10.4K followers, [---] engagements
"Build production-grade GenAI workflows with MLflow 🚀 MLflow is the complete open source platform for #LLMOps designed to help engineers instrument track and evaluate GenAI systems end-to-end. Whether youre working with retrieval-augmented generation custom #LLM agents or traditional #ML models MLflow brings unified observability and easy deployment together. Flexible integrations let you choose your preferred tools or providers ensuring youre never locked in. Learn how to build monitor and scale #GenAI apps confidently. 🔗 Check out the MLflow documentation for a hands-on getting started"
X Link 2025-08-12T15:13Z 10.4K followers, [---] engagements
"MLflow [---] introduces an assessment-first approach to GenAI evaluation workflows. Assessmentsquality evaluations and trace annotationsare now integrated directly into the tracing UI making it easier to create view and manage them throughout the application lifecycle. New features include: 🔹 A redesigned trace viewer with CRUD operations for assessments accessible in the detail view. 🔹 The Traces tab updated to display assessment metrics and visual indicators for status/quality scores. 🔹 Filtering and sorting by assessment values and other attributes to help monitor and diagnose app"
X Link 2025-08-15T15:31Z 10.4K followers, [----] engagements
"🌟 The new assessment features will be available in MLflow [---] and if you'd like an early preview you can install theMLflow 3.3.0rc0release candidate: #opensource #oss #mlflow #genai https://pypi.org/project/mlflow/3.3.0rc0/ https://pypi.org/project/mlflow/3.3.0rc0/"
X Link 2025-08-15T15:33Z 10.4K followers, [---] engagements
"For more in-depth tutorials on running evaluations with LLM judges and custom scorers check out thequickstart guide 👉 #LLM #genai #generativeai #mlflow https://mlflow.org/docs/latest/genai/eval-monitor/quickstart/ https://mlflow.org/docs/latest/genai/eval-monitor/quickstart/"
X Link 2025-08-15T15:33Z 10.4K followers, [---] engagements
"Have you heard the news ⚡The MLflow TypeScript SDK is here Now you can bring #MLflows industryleading observability directly to your TypeScript and JavaScript applications. 🚀 The SDK enables: ✅ Automatic tracing of #LLM and AI API calls ✅ Manual instrumentation for custom code and workflows ✅ OpenTelemetry-based standards for exporting and integrating trace data ✅ Integration with any MLflow Tracking Server (local or cloud-managed) ✅ Human feedback collection and evaluation tools Explore hands-on guides code snippets and setup tips in this blog post ➡ #opensource #oss #typescript"
X Link 2025-08-19T15:10Z 10.4K followers, [---] engagements
"The new GenAI Evaluation capability available in MLflow [---] helps teams measure improve and maintain the quality of your GenAI applications throughout their lifecycle from development through production. 🙌 ✅ Run automatic and custom evaluations (scorers & judges) on your GenAI traces ✅ Collect expert or end-user feedback for nuanced quality metrics ✅ Compare experiment runs in the MLflow UI to track gains from prompt or model tweaks ✅ Build robust evaluation datasets using real production data Ready to systematically improve your GenAI workflows 📖 Quickstart 🔗 #opensource #oss #mlflow"
X Link 2025-08-20T18:59Z 10.4K followers, [---] engagements
"@SebastianB929 @mattpocockuk 😀 https://mlflow.org/blog/mlflow-typescript https://mlflow.org/blog/mlflow-typescript"
X Link 2025-08-21T12:00Z 10.4K followers, [--] engagements
"📣MLflow Office Hours Wednesday Sept [--] Connect directly with MLflow maintainers and contributors for live Q&A Bring your production challenges or your latest #LLM and #GenAI experimentsthis session is dedicated to hands-on technical discussion and feedback. You'll get: 🔹 Real-time support for both production and experimental MLflow setups 🔹 Expert guidance on LLM & GenAI model management 🔹 Early insight into future releases and new features 🔹 Best practices for tracking ML & LLM experiments Save your spot ➡ #opensource #oss #mlflow #genai #llm https://lu.ma/mlflow-910"
X Link 2025-08-21T12:22Z 10.4K followers, [---] engagements
"In this clip Yuki Watanabe highlights how the MLflow #GenAI evaluate API brings automated LLM-based scoring metrics easy custom judge creation and complete lineage tracking for every experiment. This means youll never lose track of what worksand can quickly improve your models. ✅ 🎥 Watch the full video on YouTube: 🗒 Dive into the documentation: Want to learn more about the latest features in MLflow Join us on October [--] for our next community meetup 🔗 #MLflow #OpenSource #LLM https://luma.com/mlflow-1001 https://mlflow.org/docs/latest/genai/eval-monitor/running-evaluation/agents/"
X Link 2025-09-22T21:23Z 10.5K followers, [---] engagements
"The third episode in the Invoice Extraction with OpenAI GPT-5 & MLflow series is live focusing on Prompt Management. 🚀 #MLflow Ambassador Shrinath Suresh shows how to version and compare prompts automate workflows with . and track and reuse them effectively using MLflows Prompt Registry. 👉 Watch here: 📖 Read the article: #opensource #genai #promptmanagement #openai https://medium.com/@shrinath.suresh/prompt-engineering-mlflow-prompt-management-part-3-cb3fa84ceb1c https://www.youtube.com/watchv=fau8SADQUD4"
X Link 2025-09-23T15:20Z 10.5K followers, [---] engagements
"🔁 Applying SDLC to GenAI with MLflow AI agents need the same discipline as traditional softwaretesting monitoring and feedback. In this video Nikhil Thorat and Samraj Moorjani from @Databricks show how MLflow [--] brings SDLC-style rigor to GenAI with domain-specific LLM judges: 🔹 Build evaluation datasets for real-world scenarios 🔹 Collecting domain expert feedback about quality 🔹 Write LLM judges for your domain (accuracy compliance helpfulness) and align those judges with domain expert judgements 🔹 Use the results to catch regressions and drive improvement This turns agent quality into"
X Link 2025-09-24T15:46Z 10.6K followers, [---] engagements
"🚀 Headed to MLOps World GenAI Summit [----] next week Dont miss an exciting lightning talk from Danny Chiao Engineering Lead at @Databricks 🎤 Building high-quality agents is one of the biggest challenges teams face today often requiring manual labeling trace analysis and endless iterations. In this session Danny will show how to use MLflow to accelerate this process and quickly build a high quality agent leveraging techniques used by leading companies to deploy agents in production. 🗓 October [--] 📍 Austin TX 🔗 Learn more: If youre working with agents or exploring GenAI workflows this is"
X Link 2025-10-01T21:16Z 10.6K followers, [---] engagements
"Ready to dive into #MLflow 🚀 Join our text-based LIVE AMA with Danny Chiao and Daniel Liden after Danny's @MLOpsWorld lightning talk 🗓 Oct [--] 13pm CT 📍MLflow Slack #General channel 🔗 RSVP: Bring your questions on agent trace analysis labeling deployment and more. Dont miss outsee you there #MLOps #AMA #DataScience https://luma.com/liveama-slack1009 https://luma.com/liveama-slack1009 https://luma.com/liveama-slack1009 https://luma.com/liveama-slack1009"
X Link 2025-10-03T18:04Z 10.6K followers, [---] engagements
"MLflow [---] introduces make_judge a declarative API for building domain-specific LLM judges that automatically align with expert preferences. This approach removes complex prompt engineering enables agentic scorers with built-in trace introspection and delivers meaningful reductions in evaluation errors based on task and feedback quality. Automate building domain-specific evaluators with MLflow 🔗 Dive in: #opensource #genai #oss #llm #judges https://mlflow.org/blog/custom-llm-judges-make-judge https://mlflow.org/blog/custom-llm-judges-make-judge"
X Link 2025-10-07T19:14Z 10.6K followers, [----] engagements
"📣 Kicking off NOW: Join the live text-based AMA with Danny Chiao and Daniel Liden right here in the MLflow #general Slack channel from [--] PM CTdrop questions on MLflow agent trace analysis labeling strategies deployment tips and more 🙌 Join here ➡ Bring questions on: ✅ Using MLflow for agent trace analysis and debugging real-world issues ✅ Labeling workflows and techniques to improve agent output quality ✅ Integration patterns and deployment strategies with MLflow in production ✅ Lessons learned from real deployments and anything MLflow-related ✅ & MORE #mlflow #opensource #oss #AMA #llmops"
X Link 2025-10-09T18:02Z 10.6K followers, [---] engagements
"MLflow [---] introduces an MCP server that enables conversational analysis of MLflow traces with assistants like Claude. Ask Claudeor any MCPcompatible toolto find failed traces compare successful and unsuccessful runs and identify patterns in retrieval steps. In this postDaniel Lidenwalks through: 🔹 Setting up MLflow tracing with example data (including intentional failures) 🔹 Configuring the MCP server to work with Claude Desktop and Claude Code 🔹 Practical examples of using AI to analyze and debug AI application traces Setup takes about five minutes and once configured your trace data"
X Link 2025-10-13T15:38Z 10.6K followers, [---] engagements
"📣 MLflow Office Hours Wednesday October [--] at 8AM PT Connect directly with MLflow maintainers and contributors for live Q&A Bring your production challenges or your latest LLM and GenAI experimentsthis session is dedicated to hands-on technical discussion and feedback. You'll get: 🔹 Real-time support for both production and experimental MLflow setups 🔹 Expert guidance on LLM & GenAI model management 🔹 Early insight into future releases and new features 🔹 Best practices for tracking ML & LLM experiments Save your spot ➡ #opensource #oss #mlflow #genai #llm https://luma.com/officehours1022"
X Link 2025-10-14T19:07Z 10.6K followers, [---] engagements
"Just released #MLflow [---] including #Keras and #PyTorch first class model support https://github.com/mlflow/mlflow/releases https://github.com/mlflow/mlflow/releases"
X Link 2018-08-18T03:21Z 10.9K followers, [--] engagements
"How to Use #MLflow to Experiment a #Keras Network Model: Binary Classification for Movie Reviews by @2twitme https://databricks.com/blog/2018/08/23/how-to-use-mlflow-to-experiment-a-keras-network-model-binary-classification-for-movie-reviews.html https://databricks.com/blog/2018/08/23/how-to-use-mlflow-to-experiment-a-keras-network-model-binary-classification-for-movie-reviews.html"
X Link 2018-08-27T17:51Z 10.9K followers, [--] engagements
"MLflow 0.6.0 has been released including Java Client API save and serve #ApacheSpark ML models as #MLeap and tagging runs with metadata. https://github.com/mlflow/mlflow/releases/tag/v0.6.0 https://github.com/mlflow/mlflow/releases/tag/v0.6.0"
X Link 2018-09-11T01:01Z 10.9K followers, [--] engagements
"MLflow v0.8.0 features new improved UI for comparing experiments and support for deploying models as Docker containers directly to Azure Machine Learning Service Workspace https://mlflow.org/news/2018/11/12/0.8.0-release/index.html https://mlflow.org/news/2018/11/12/0.8.0-release/index.html"
X Link 2018-11-13T13:08Z 10.9K followers, [--] engagements
"#MLflow 0.8.1 is now available with improved UI visualizations and expanded support for scoring #Python models as #ApacheSpark UDFs https://github.com/mlflow/mlflow/releases/tag/v0.8.1 https://github.com/mlflow/mlflow/releases/tag/v0.8.1"
X Link 2018-12-27T05:27Z 10.9K followers, [--] engagements
"MLflow v0.8.1 Features Faster Experiment UI and Enhanced Python Models as Apache Spark UDFs @MLflowOrg #MLflow #ApacheSpark #MachineLearning https://databricks.com/blog/2018/12/28/mlflow-v0-8-1-features-faster-experiment-ui-and-enhanced-python-model.html https://databricks.com/blog/2018/12/28/mlflow-v0-8-1-features-faster-experiment-ui-and-enhanced-python-model.html"
X Link 2018-12-30T02:40Z 10.9K followers, [--] engagements
"We're running a survey of #MLflow users to guide our development in [----]. Fill it in at for a chance to win an MLflow T-shirt or a ticket to @SparkAISummit https://mlflow.org/news/2019/01/04/mlflow-user-survey/index.html https://mlflow.org/news/2019/01/04/mlflow-user-survey/index.html"
X Link 2019-01-07T19:39Z 10.9K followers, [--] engagements
"MLflow 0.9.1 is out This release has some bug fixes and minor improvements as we move towards 1.0: https://github.com/mlflow/mlflow/releases/tag/v0.9.1 https://github.com/mlflow/mlflow/releases/tag/v0.9.1"
X Link 2019-04-22T20:17Z 10.9K followers, [--] engagements
"We're getting close to MLflow [---] We've just posted our first release candidate build -- try it out and give us feedback if you have a chance: https://mlflow.org/news/2019/05/22/1.0.0-release-candidate-1/index.html https://mlflow.org/news/2019/05/22/1.0.0-release-candidate-1/index.html"
X Link 2019-05-22T20:19Z 10.9K followers, [--] engagements
"MLflow [---] is out today Read a summary of the changes in this blog post: Thanks to everyone who helped test and contribute https://databricks.com/blog/2019/06/06/announcing-the-mlflow-1-0-release.html https://databricks.com/blog/2019/06/06/announcing-the-mlflow-1-0-release.html"
X Link 2019-06-06T14:38Z 10.9K followers, [---] engagements
"We had an engaging #MLflow [---] Meetup @Microsoft last week. For those who missed here are the slides and videos. video: 3/3 https://www.youtube.com/watchv=ILIllCMDEgc&feature=youtu.be https://www.youtube.com/watchv=ILIllCMDEgc&feature=youtu.be"
X Link 2019-06-27T23:00Z 10.9K followers, [--] engagements
"MLflow [---] is out today featuring automatic logging from TensorFlow and Keras better search APIs a Kubernetes execution backend better Java APIs and more Details: https://databricks.com/blog/2019/07/23/announcing-the-mlflow-1-1-release.html https://databricks.com/blog/2019/07/23/announcing-the-mlflow-1-1-release.html"
X Link 2019-07-23T16:11Z 10.9K followers, [--] engagements
"MLflow 1.2.0 is out today with performance and usability fixes See what's new at or pip install mlflow to get started. https://github.com/mlflow/mlflow/releases/tag/v1.2.0 https://github.com/mlflow/mlflow/releases/tag/v1.2.0"
X Link 2019-08-13T20:25Z 10.9K followers, [--] engagements
"MLflow [---] is out today with support for #tensorflow [---] some big performance improvements and a bunch of new APIs See the release notes at or pip install mlflow to get started. https://github.com/mlflow/mlflow/releases/tag/v1.3.0 https://github.com/mlflow/mlflow/releases/tag/v1.3.0"
X Link 2019-10-01T18:58Z 10.9K followers, [--] engagements
"Great article on continuous delivery for ML on and awesome to see how MLflow Tracking Projects and Models can fit in: https://martinfowler.com/articles/cd4ml.html http://martinfowler.com https://martinfowler.com/articles/cd4ml.html http://martinfowler.com"
X Link 2019-10-04T05:11Z 10.9K followers, [--] engagements
"Managed MLflow Now Available on Free Databricks Community Edition: Learn how to manage machine learning lifecycle w/ MLflow #MachineLearning https://databricks.com/blog/2019/10/17/managed-mlflow-now-available-on-databricks-community-edition.html https://databricks.com/blog/2019/10/17/managed-mlflow-now-available-on-databricks-community-edition.html"
X Link 2019-10-17T07:43Z 10.9K followers, [--] engagements
"MLflow [---] was just released including a beta of the MLflow Model Registry and improved support for autologging in tf.keras and #TensorFlow [---] Just in time for #TensorFlowWorld. Full details here: https://github.com/mlflow/mlflow/releases/tag/v1.4.0 https://github.com/mlflow/mlflow/releases/tag/v1.4.0"
X Link 2019-10-31T01:53Z 10.9K followers, [---] engagements
"Join #ApacheSpark Meetup Tokyo No.2 - Spark+AI Summit EU [----] Edition on #DeltaLake #MLflow #Koalas with @tokyodataguy @ueshin @maropu @kiszk and more cc @databricks https://spark-meetup-tokyo.connpass.com/event/153549/ https://spark-meetup-tokyo.connpass.com/event/153549/"
X Link 2019-11-14T01:00Z 10.9K followers, [--] engagements
"Were running a survey for #MLflow users fill it out for a chance to win a T-shirt & help shape our [----] roadmap https://forms.gle/eybQPUdVGS7V4GDL8 https://forms.gle/eybQPUdVGS7V4GDL8"
X Link 2019-12-18T19:49Z 10.9K followers, [--] engagements
"We just released MLflow [---] featuring integrations with LightGBM XGBoost and Gluon as well as many bug fixes and improvements Check out what's new in our release notes or pip install mlflow to get started: https://github.com/mlflow/mlflow/releases/tag/v1.5.0 https://github.com/mlflow/mlflow/releases/tag/v1.5.0"
X Link 2019-12-20T02:02Z 10.9K followers, [--] engagements
"Some cool work adding a Redis AI serving backend for MLflow Here is the slide deck I had for #redisdaybangalore revealing benchmark suit (comparing @tensorflow TFServing and REST) and integration between #RedisAI and @MLflow https://t.co/s1aICC2OQJ Here is the slide deck I had for #redisdaybangalore revealing benchmark suit (comparing @tensorflow TFServing and REST) and integration between #RedisAI and @MLflow https://t.co/s1aICC2OQJ"
X Link 2020-01-30T04:54Z 10.9K followers, [--] engagements
"We just released #MLflow [---] including improvements to the runs table interface and automatic logging for XGBoost LightGBPM and Spark. Check out the complete list of changes in our release notes or pip install MLflow to get started: https://github.com/mlflow/mlflow/releases/tag/v1.6.0 https://github.com/mlflow/mlflow/releases/tag/v1.6.0"
X Link 2020-01-30T21:41Z 10.9K followers, [--] engagements
"ML practitioners: Ever wanted to measure improvements in accuracy across training runs so you can optimize your productivity like gradient descent optimizes your loss #MLflow can help with this https://databricks.com/blog/2020/02/18/how-to-display-model-metrics-in-dashboards-using-the-mlflow-search-api.htmlutm_source=bambu&utm_medium=social&utm_campaign=advocacy https://databricks.com/blog/2020/02/18/how-to-display-model-metrics-in-dashboards-using-the-mlflow-search-api.htmlutm_source=bambu&utm_medium=social&utm_campaign=advocacy"
X Link 2020-02-18T22:14Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow [---] Released. It includes support for Python [--] deprecation; Model Registry REST API changes; improvements to UI; documentation updates and bug fixes and more . Thanks to all the contributions. https://mlflow.org/news/2020/03/02/1.7.0.release/index.html https://mlflow.org/news/2020/03/02/1.7.0.release/index.html"
X Link 2020-03-03T16:09Z 10.9K followers, [--] engagements
"#SparkAISummit this year features eight MLflow talks and a two-day training course Come learn the latest about #MLflow. Were excited to share the agenda for #SparkAISummit in San Francisco Join over [----] engineers scientists developers analysts and leaders at this years conference. Explore what you can learn: https://t.co/bOyNMK99qf https://t.co/yZYMvPWFzf Were excited to share the agenda for #SparkAISummit in San Francisco Join over [----] engineers scientists developers analysts and leaders at this years conference. Explore what you can learn: https://t.co/bOyNMK99qf https://t.co/yZYMvPWFzf"
X Link 2020-03-05T18:46Z 10.9K followers, [--] engagements
"Dive deep into the @Wehkamp #ML platform with #MLflow https://medium.com/wehkamp-techblog/the-wehkamp-ml-platform-eb46638dd8d2 https://medium.com/wehkamp-techblog/the-wehkamp-ml-platform-eb46638dd8d2"
X Link 2020-03-13T05:21Z 10.9K followers, [--] engagements
"A combination of right tools including #MLflow bring together an end-to-end ML lead scoring example https://towardsdatascience.com/a-true-end-to-end-ml-example-lead-scoring-f5b52e9a3c80 https://towardsdatascience.com/a-true-end-to-end-ml-example-lead-scoring-f5b52e9a3c80"
X Link 2020-03-13T14:29Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow [---] was just released featuring better integrations with spaCy Azure ML and scalable metrics UI plots #mlflow https://mlflow.org/news/2020/04/21/1.8.0-release/index.html https://mlflow.org/news/2020/04/21/1.8.0-release/index.html"
X Link 2020-04-22T01:08Z 10.9K followers, [--] engagements
"Thanks to everyone who's contributed to MLflow so far [---] contributors🎉 #MLflow https://t.co/uMv6OzuC7Q [---] contributors🎉 #MLflow https://t.co/uMv6OzuC7Q"
X Link 2020-04-29T17:55Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow [---] is released. It includes new features: model signatures; fastai autologging; pluggable deployment model API and CLI; UI improvements for metrics and much more. https://mlflow.org/news/2020/06/19/1.9.0-release/index.html https://mlflow.org/news/2020/06/19/1.9.0-release/index.html"
X Link 2020-06-19T17:41Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow 1.10.0 is released. Along with bug fixes & improved docs other features include new APIs ability to transition models in staging and production to archive syntax-highlights for yaml files and more. #Mlflow https://mlflow.org/news/2020/07/20/1.10.0-release/index.html https://mlflow.org/news/2020/07/20/1.10.0-release/index.html"
X Link 2020-07-23T20:14Z 10.9K followers, [--] engagements
".@databricks @jkbatcmu delivers an educational talk on Best Practices for Hyperparameter Tuning & Instrumenting w/ #MLflow @SparkAISummit last year https://databricks.com/session/best-practices-for-hyperparameter-tuning-with-mlflow https://databricks.com/session/best-practices-for-hyperparameter-tuning-with-mlflow"
X Link 2020-07-28T18:22Z 10.9K followers, [--] engagements
".@databricks @dennylee & Richard Zang walk us through Machine Learning Data Lineage with @MLflow and @DeltaLakeOSS @SparkAISummit #MLFlow #DeltaLake https://databricks.com/session_na20/machine-learning-data-lineage-with-mlflow-and-delta-lake https://databricks.com/session_na20/machine-learning-data-lineage-with-mlflow-and-delta-lake"
X Link 2020-08-14T16:58Z 10.9K followers, [--] engagements
"If you are exploring @MLflow and want hands-on tutorials check this 3-part series by @2twitme #MLflow https://github.com/dmatrix/mlflow-workshop-part-1 https://github.com/dmatrix/mlflow-workshop-part-1"
X Link 2020-08-17T17:06Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow 1.11.0 released. Features and enhancements: scikit-learn autologging; compare model schemas & model versions in the model registry; R APIs for XGBoost models;UI improvements; use model registry across Databricks workspaces; and more https://mlflow.org/news/2020/08/31/1.11.0-release/index.html https://mlflow.org/news/2020/08/31/1.11.0-release/index.html"
X Link 2020-08-31T18:20Z 10.9K followers, [--] engagements
"Join @RedisLabs AI @nvidia RAPIDS & @databricks for tech-talks. Learn how #MLflow integrates with these #DeepLearning platforms and find out what's new and next in #MLflow. RSVP for this #Meetup @nvidia https://www.meetup.com/data-ai-online/events/273196074/ https://www.meetup.com/data-ai-online/events/273196074/"
X Link 2020-09-13T17:03Z 10.9K followers, [--] engagements
"If you have not RSVP for our first virtual @MLflow Meetup this week this is the moment. Please join #RedisAI @nvidia & @databricks for tech-talks. #MLflow #MachineLearning #RAPIDS https://www.meetup.com/data-ai-online/events/273196074/ https://www.meetup.com/data-ai-online/events/273196074/"
X Link 2020-09-28T16:30Z 10.9K followers, [--] engagements
"Learn how @MLflow integrates with #DeepLearning platforms @RedisLabs and @nvidia RAPIDS. Discover new auto logging tracking capabilities model schema management and future roadmap in #MLflow from @databricks. RSVP Now https://www.meetup.com/data-ai-online/events/273196074/ https://www.meetup.com/data-ai-online/events/273196074/"
X Link 2020-09-29T16:29Z 10.9K followers, [--] engagements
"If you missed our last online @MLflow meetup with #RedisAI @nvidia RAPIDS and @databricks you can watch it here: #MLflow #MachineLearning https://www.youtube.com/watchv=dTlFF31M9Wc&feature=youtu.be https://www.youtube.com/watchv=dTlFF31M9Wc&feature=youtu.be"
X Link 2020-10-07T15:59Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow [----] is released. MLflow 1.12.0 includes several major features and improvements in particular a number of improvements to #MLflows @PyTorch integrations and autologging. Have a go at it and let us know https://mlflow.org/news/2020/11/11/1.12.0-release/index.html https://mlflow.org/news/2020/11/11/1.12.0-release/index.html"
X Link 2020-11-12T18:08Z 10.9K followers, [--] engagements
".@facebookai @PyTorch team & @databricks @MLflow team collaborate to extend @PyTorch Integration with @MLflow: 'MLflow and PyTorch Where Cutting Edge AI meets MLOps' #pytorch MLOps https://medium.com/pytorch/mlflow-and-pytorch-where-cutting-edge-ai-meets-mlops-1985cf8aa789 https://medium.com/pytorch/mlflow-and-pytorch-where-cutting-edge-ai-meets-mlops-1985cf8aa789"
X Link 2020-11-12T18:19Z 10.9K followers, [---] engagements
".@Data_AI_Summit @facebookai @geeta4c presented @MLflow + @PyTorch integration: autologging; torchscript model conversion; torchserve deployment pluggingend-to-end #MLOps model management for @PyTorch model developers using #MLflow"
X Link 2020-11-19T01:03Z 10.9K followers, [--] engagements
"ANNOUNCEMENT MLflow [----] is released with new fluent APIs for logging in-memory objects as artifacts auto logging & UI improvements along with many bug fixes. Check it out and let us know. Happy Holidays https://mlflow.org/news/2020/12/24/1.13.0-release/index.html https://mlflow.org/news/2020/12/24/1.13.0-release/index.html"
X Link 2020-12-25T15:47Z 10.9K followers, [---] engagements
"MLflow 1.14.0 is released with numpy tensors input for model inferences API enhanced SHAP explainer APIs improvements to docs bug fixes and more. Check the release notes https://github.com/mlflow/mlflow/releases/tag/v1.14.0 https://github.com/mlflow/mlflow/releases/tag/v1.14.0"
X Link 2021-02-20T18:22Z 10.9K followers, [---] engagements
"ANNOUNCEMENT We are happy to announce that MLflow 1.15.0 is released. In addition to bug and documentation fixes the release enhances autologging API to control messages. For a comprehensive list of changes see the #mlflow https://github.com/mlflow/mlflow/releases/tag/v1.15.0 https://github.com/mlflow/mlflow/releases/tag/v1.15.0"
X Link 2021-03-26T20:56Z 10.9K followers, [--] engagements
"Join us for an #MLflow + Integrations Meetup and discover community contributions & integrations from #AzureML and #Algorithmia. Save your spot and RSVP now https://www.meetup.com/data-ai-online/events/277408214/ https://www.meetup.com/data-ai-online/events/277408214/"
X Link 2021-04-07T19:24Z 10.9K followers, [--] engagements
"ANNOUNCEMENT We are happy to announce the availability of #MLflow 1.16.0 The release includes the following features and improvements: https://mlflow.org/news/2021/04/24/1.16.0-release/index.html https://mlflow.org/news/2021/04/24/1.16.0-release/index.html"
X Link 2021-04-27T03:33Z 10.9K followers, [--] engagements
"ANNOUNCEMENT We are happy to announce the availability of #MLflow 1.17.0 Checkout new features enhancements doc improvements and bug fixes here: #mlflow #machinelearning https://github.com/mlflow/mlflow/releases/tag/v1.17.0 https://github.com/mlflow/mlflow/releases/tag/v1.17.0"
X Link 2021-05-09T17:56Z 10.9K followers, [--] engagements
".@Data_AI_Summit has loads of #MLflow talks and productionizing #ML models w/ #MLflow. Check them out. See you there"
X Link 2021-05-27T15:05Z 10.9K followers, [--] engagements
"ANNOUNCEMENT We are happy to announce the availability of MLflow 1.18.0 This release has a number of features: autologging performance improvements; paginated ListExperiments API; migrate from conda to pip model dependencies; and more . check it https://mlflow.org/news/2021/06/18/1.18.0-release/index.html https://mlflow.org/news/2021/06/18/1.18.0-release/index.html"
X Link 2021-06-18T16:52Z 10.9K followers, [--] engagements
"ANNOUNCEMENT We are happy to announce the availability of #MLflow 1.19.0 which adds additional #XGBoost #autolog support create and delete models in #RStats and #mlflow UI updates For more info check out https://github.com/mlflow/mlflow/releases/tag/v1.19.0 https://github.com/mlflow/mlflow/releases/tag/v1.19.0"
X Link 2021-07-17T00:30Z 10.9K followers, [--] engagements
"We're happy to announce the availability of #MLflow 1.20.0 and 1.20.1 including @scikit_learn #pyspark #ML #pytorch and #autologging improvements as well as improved support for #rstats #aws #sagemaker https://mlflow.org/news/2021/08/26/1.20.1-release/index.html https://mlflow.org/news/2021/08/26/1.20.1-release/index.html"
X Link 2021-08-26T16:02Z 10.9K followers, [--] engagements
"The latest #MLflow Roadmap has been published at and we're looking for contributions from the community If you're interested in contributing please leave a comment on one of the roadmap GitHub issues https://github.com/mlflow/mlflow/milestone/3 https://github.com/mlflow/mlflow/milestone/3"
X Link 2021-09-24T23:58Z 10.9K followers, [--] engagements
"We are happy to announce the availability of #MLflow 1.21.0 including several major UI features and improvements including #autologging #PaddlePaddle model training support #fastai V2 and more https://github.com/mlflow/mlflow/releases/tag/v1.21.0 https://github.com/mlflow/mlflow/releases/tag/v1.21.0"
X Link 2021-10-26T01:58Z 10.9K followers, [--] engagements
"MLflow 1.22.0 is out with new features and improvements Check it out at https://github.com/mlflow/mlflow/releases/tag/v1.22.0 https://github.com/mlflow/mlflow/releases/tag/v1.22.0"
X Link 2021-12-06T20:00Z 10.9K followers, [--] engagements
"MLflow 1.23.0 is out with new features and improvements Check it out at https://bit.ly/3tHqP1o https://bit.ly/3tHqP1o"
X Link 2022-01-18T17:28Z 10.9K followers, [--] engagements
"Want to understand how #MLflow handles model evaluation behind the scenes including sample notebooks Check out this blog post by @markyhzhang https://databricks.com/blog/2022/04/19/model-evaluation-in-mlflow.html https://databricks.com/blog/2022/04/19/model-evaluation-in-mlflow.html"
X Link 2022-04-26T00:08Z 10.9K followers, [--] engagements
"MLflow 1.26.0 Release 🚨 View all major features and improvements here: #mlflow #opensource https://lnkd.in/gU5k8V8s https://lnkd.in/gU5k8V8s"
X Link 2022-05-26T15:16Z 10.9K followers, [--] engagements
"MLflow 1.30.0 includes several major features and improvements Take a look at the release notes ➡ #mlflow #mlops #machinelearning #opensource #ml #linuxfoundation https://github.com/mlflow/mlflow/releases/tag/v1.30.0 https://github.com/mlflow/mlflow/releases/tag/v1.30.0"
X Link 2022-10-21T20:18Z 10.9K followers, [--] engagements
"We hope you are as excited as we are for the release of MLflow [---] next Tuesday November 15th 🎉 Cant wait that long Check out all the NEW goodies by downloading the release candidate today ➡ #mlflow #mlops #opensource #ml #linuxfoundation https://lnkd.in/g-jVbe4a https://lnkd.in/g-jVbe4a"
X Link 2022-11-07T19:55Z 10.9K followers, [--] engagements
"We are happy to announce the availability of MLflow [---] 🎊 MLflow [---] is a major milestone release that focuses on simplifying the management of end-to-end #MLOps workflows providing new feature-rich functionality & so much more View on GitHub 👉 https://lnkd.in/eZzw5cY4 https://lnkd.in/eZzw5cY4"
X Link 2022-11-15T15:47Z 10.9K followers, [--] engagements
"MLflow with over [--] million monthly downloads has become the standard platform for end-to-end #MLOps. MLflow [---] incorporates extensive community feedback to simplify #datascience workflows and deliver innovative first-class tools for MLOps. https://www.linuxfoundation.org/blog/announcing-availability-of-mlflow-2.0 https://www.linuxfoundation.org/blog/announcing-availability-of-mlflow-2.0"
X Link 2022-11-15T18:09Z 10.9K followers, [--] engagements
"Looking for a guided introduction to MLflow Recipes Watch the full MLflow Recipes Quickstart with @jimhibba and Corey Zumar on YouTube ➡ #mlflow #machinelearning #mlops #datascientist #linuxfoundation #oss #opensource https://www.youtube.com/watchv=tTga-QIR-Y0 https://www.youtube.com/watchv=tTga-QIR-Y0"
X Link 2022-12-14T17:34Z 10.9K followers, [--] engagements
"We are looking for help from the community to implement many of these features and bug fixes which are annotated with the help wanted label. Check out the MLflow Roadmap here ➡ #oss #opensource #linuxfoundation #MLflow #machinelearning #mlops https://github.com/mlflow/mlflow/milestone/3 https://github.com/mlflow/mlflow/milestone/3"
X Link 2022-12-19T18:03Z 10.9K followers, 10.1K engagements
"📣 Join top experts researchers and #opensource contributors across the data and AI community will speak at #DataAISummit June 26-29 - Register today: Save $400 off the regular price of the full conference pass using code ETLINUX400 (expires 6/2). https://dbricks.co/3lvO1hz https://dbricks.co/3lvO1hz"
X Link 2023-04-26T16:34Z 10.9K followers, [---] engagements
"Join thousands of data leaders engineers scientists and analysts to explore all things data analytics & AI at #DataAISummit in San Francisco 🌟 Save $400 off the regular price of the full conference pass using code ETLINUX400 (expires 6/2). #mlflow https://www.databricks.com/dataaisummit/ https://www.databricks.com/dataaisummit/"
X Link 2023-05-15T20:15Z 10.9K followers, [---] engagements
"🌹 Roses are red Violets are blue Want to save $400 off your full conference pass to #DataAISummit Then this code is for YOU 😎 🌟 Save $400 off the regular price of the full conference pass using code ETLINUX400 (expires 6/2). #opensource #mlflow https://dbricks.co/3Txlsgh https://dbricks.co/3Txlsgh"
X Link 2023-05-17T16:14Z 10.9K followers, [----] engagements
"MLflow [---] is here 🚀 MLflow [---] provides a comprehensive set of LLMOps tools for model evaluation. ✅ View the release notes: #mlflow #mlops #machinelearning #llms #llmops https://lnkd.in/e-iStS-j https://lnkd.in/e-iStS-j"
X Link 2023-06-08T13:13Z 10.9K followers, [----] engagements
"In this session learn how #MLflow can help you: - Easily grab #opensource models from @huggingface and use Transformers pipelines in MLflow - Integrate @LangChainAI for more advanced services and add context into your model pipelines - & so much more👇 https://www.youtube.com/watchv=WpudXKAZQNI https://www.youtube.com/watchv=WpudXKAZQNI"
X Link 2023-08-23T16:06Z 10.9K followers, [----] engagements
"Did you hear the news @gitlab now integrates with #MLflow 🙌 Organizations can track the many versions of their ML models within the GitLab user interface using the #opensource MLFlow. Link to documentation: #oss #linuxfoundation #mlops #gitlab https://docs.gitlab.com/ee/user/project/ml/experiment_tracking/#machine-learning-model-experiments https://docs.gitlab.com/ee/user/project/ml/experiment_tracking/#machine-learning-model-experiments"
X Link 2023-08-29T15:07Z 10.9K followers, [----] engagements
"Juggling multiple OpenAI Anthropic and Cohere API keys and various #OSS models #MLflow AI Gateway offers centralized secure management and common model interfaces. 🦜🔗AI Gateway has a @LangChainAI integration - you can use models from the MLflow AI Gateway in your LLM chains"
X Link 2023-09-06T18:43Z 10.9K followers, [----] engagements
"Evaluating LLMs performance is slightly different from traditional #ML models as very often there is no single ground truth to compare against. #MLflow provides an API.()to help evaluate your #LLMs. LLM Evaluation Examples: https://mlflow.org/docs/latest/llms/llm-evaluate/notebooks/index.html https://mlflow.org/docs/latest/llms/llm-evaluate/notebooks/index.html"
X Link 2023-11-17T20:44Z 10.9K followers, [----] engagements
"#DataAISummit Call for Presentations is now open 📣 Share your expertise with the data analytics and AI community June 10-13 [----]. 🗓 The deadline for submissions is January [--] [----]. Apply to speak ➡ #opensource #mlflow #data https://bit.ly/3ujgf38 https://bit.ly/3ujgf38"
X Link 2023-11-22T16:20Z 10.9K followers, [---] engagements
"Learn how to leverage the advanced capabilities with semantic sentence embeddings within the Sentence Transformers package using #MLflow to simplify inference create custom deployable applications and more. MLflow Sentence-Transformers Flavor ➡ #oss https://mlflow.org/docs/latest/llms/sentence-transformers/index.html https://mlflow.org/docs/latest/llms/sentence-transformers/index.html"
X Link 2023-12-12T20:11Z 10.9K followers, [---] engagements
"We are happy to announce MLflow 2.10.0 🚀It introduces several significant new features that are preparing the way for current & future enhanced support for #DeepLearning use cases new features to support a broadened support for GenAI applications & https://mlflow.org/releases/2024/01/26/2.10.0-release https://mlflow.org/releases/2024/01/26/2.10.0-release"
X Link 2024-01-26T23:54Z 10.9K followers, 15.5K engagements
"We are excited to announce the release of MLflow 2.11.0 🚀 MLflow 2.11.0 brings a series of large and impactful features that span both #GenAI and #DeepLearning use cases. Learn more: #opensource #oss #linuxfoundation #mlflow https://mlflow.org/releases/2.11.0 https://mlflow.org/releases/2.11.0"
X Link 2024-03-04T17:20Z 10.9K followers, [----] engagements
"Unlock the power of RAG 🚀 These tutorials are designed to help you get started with RAG evaluation and walk you through a concrete example of how to evaluate a #RAG application that answers questions about #MLflow documentation. 🔗 Get started: #oss https://mlflow.org/docs/latest/llms/rag/notebooks/index.html https://mlflow.org/docs/latest/llms/rag/notebooks/index.html"
X Link 2024-03-12T21:15Z 10.9K followers, [----] engagements
"In this @mlopscommunity episode MosaicML's @davisblalock and @bandish share war stories and lessons learned from pushing the limits of #LLM training and helping dozens of customers get LLMs into production. 🤝 👀 Watch the full episode: #mlops #llms https://home.mlops.community/public/videos/the-art-and-science-of-training-llms https://home.mlops.community/public/videos/the-art-and-science-of-training-llms"
X Link 2024-03-22T14:51Z 10.9K followers, [----] engagements
"Interested in learning how to streamline your #ML deliverables efficiently Join us for "From Naive to Advanced ML Pipelines with #MLflow on Thursday May 30th. 🚀 You will learn how to enhance your ML workflows from the ground up Register here ➡ #oss https://us06web.zoom.us/webinar/register/WN_becX4BzhQIyePVyFUxGEcg https://us06web.zoom.us/webinar/register/WN_becX4BzhQIyePVyFUxGEcg"
X Link 2024-05-02T20:29Z 10.9K followers, [----] engagements
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