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# ![@TheAhmadOsman Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::248951926.png) @TheAhmadOsman Ahmad

Ahmad posts on X about ai, open ai, ollama, build a the most. They currently have XXXXXX followers and XX posts still getting attention that total XXXXXX engagements in the last XX hours.

### Engagements: XXXXXX [#](/creator/twitter::248951926/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::248951926/c:line/m:interactions.svg)

- X Week XXXXXXXXX -XX%
- X Month XXXXXXXXX +83%
- X Months XXXXXXXXXX +473%
- X Year XXXXXXXXXX +276,850%

### Mentions: XX [#](/creator/twitter::248951926/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::248951926/c:line/m:posts_active.svg)

- X Month XXX +38%
- X Months XXXXX +637%
- X Year XXXXX +3,592%

### Followers: XXXXXX [#](/creator/twitter::248951926/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::248951926/c:line/m:followers.svg)

- X Week XXXXXX +3.40%
- X Month XXXXXX +10%
- X Months XXXXXX +410%
- X Year XXXXXX +3,416%

### CreatorRank: XXXXXXX [#](/creator/twitter::248951926/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::248951926/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  XXXXX% [stocks](/list/stocks)  XXXX% [finance](/list/finance)  XXXX% [currencies](/list/currencies)  XXXX% [social networks](/list/social-networks)  XXXX% [celebrities](/list/celebrities)  XXXX% [travel destinations](/list/travel-destinations)  XXXX%

**Social topic influence**
[ai](/topic/ai) 13.48%, [open ai](/topic/open-ai) #717, [ollama](/topic/ollama) #21, [build a](/topic/build-a) #1393, [$100month](/topic/$100month) #1, [strong](/topic/strong) 2.25%, [inference](/topic/inference) #63, [future](/topic/future) 2.25%, [just a](/topic/just-a) 2.25%, [gpu](/topic/gpu) XXXX%

**Top accounts mentioned or mentioned by**
[@jasonth0](/creator/undefined) [@theonekev](/creator/undefined) [@franzferdinan57](/creator/undefined) [@kuittinenpetri](/creator/undefined) [@fujikanaeda](/creator/undefined) [@gradient_hq](/creator/undefined) [@grok](/creator/undefined) [@rsdgpt](/creator/undefined) [@ivanfioravanti](/creator/undefined) [@willccbb](/creator/undefined) [@itsjustmarky](/creator/undefined) [@meowmoyo](/creator/undefined) [@testtm7873](/creator/undefined) [@artale93](/creator/undefined) [@mxmzb](/creator/undefined) [@mjs527](/creator/undefined) [@annanidev](/creator/undefined) [@zlorthishen](/creator/undefined) [@wgreklek](/creator/undefined) [@test_tm7873](/creator/undefined)

**Top assets mentioned**
[Cloudflare, Inc. (NET)](/topic/cloudflare) [Alphabet Inc Class A (GOOGL)](/topic/$googl)
### Top Social Posts
Top posts by engagements in the last XX hours

"some of anthropic rugpulls so far: X years retention of all conversations and code all data will be used for training 1.58-bit quantized models during daytime plus not getting opus X in claude code max plans limits cut in half X weeks ago no comms weekly limits without concrete numbers 5x/20x plans being actually 3x/8x of plus DMCA takedowns of repos that have to do with Claude Code one of which was my own personally windsurf no access to claude X cutting off openai api access what an absolutely horrible company"  
[X Link](https://x.com/TheAhmadOsman/status/1961326485672772040)  2025-08-29T07:14Z 32.1K followers, 464.7K engagements


"be you want to actually learn how LLMs work sick of just start with linear algebra and come back in X years decide to build my own roadmap no fluff. no detours. no 200-hour generic ML playlists just the stuff that actually gets you from whats a token to I trained a mini-GPT with LoRA adapters and FlashAttention goal: build fine-tune and ship LLMs not vibe with them. not "learn the theory" forever build them you will:  build an autograd engine from scratch  write a mini-GPT from scratch  implement LoRA and fine-tune a model on real data  hate CUDA at least once  cry  keep going X phases if you"  
[X Link](https://x.com/TheAhmadOsman/status/1991878787257053366)  2025-11-21T14:38Z 32.1K followers, 90.2K engagements


"ollama max plan $100/month XXX premium requests premium models include Gemini X Pro yes they have people paying $XXX for XXX premium requests to generally available models lol the grifting is strong with the ollama folks"  
[X Link](https://x.com/TheAhmadOsman/status/1992318594781413791)  2025-11-22T19:45Z 32.1K followers, 83.6K engagements


"this is what Anthropic wanted that AI cyberattack article was the setup they walk into congress with it push their anti-opensource agenda into regulation make it harder for people to own their intelligence resist by making sure everyone knows NOT to trust them"  
[X Link](https://x.com/TheAhmadOsman/status/1993833444762149051)  2025-11-27T00:05Z 32.1K followers, 61.8K engagements


"asuka & i are giving away DGX Sparks & Mac minis this holiday season how to win one easy build a local AI lab with Parallax build a cool agent or app with local LLMs using Parallax submit a video of either (or both) p.s. asuka isn't competing with this project;)"  
[X Link](https://x.com/TheAhmadOsman/status/1994930005198213582)  2025-11-30T00:42Z 32.1K followers, 26.4K engagements


"you are a random CS grad with X clue how LLMs work get tired of people gatekeeping with big words and tiny GPUs decide to go full monk mode X years later i can explain attention mechanisms at parties and ruin them heres the forbidden knowledge map top to bottom how LLMs actually work start at the beginning text tokens tokens embeddings you are now a floating point number in 4D space vibe accordingly positional embeddings: absolute: i am position X rotary (RoPE): i am a sine wave alibi: i scale attention by distance like a hater attention is all you need self-attention: who am i allowed to pay"  
[X Link](https://x.com/TheAhmadOsman/status/1996728298257149983)  2025-12-04T23:48Z 32.1K followers, 79.9K engagements


"i used to drop all my LLM/AI educational threads right here on the timeline but to keep everything organized (and actually findable) im moving all of it past and future to Substack if youve been learning from my posts consider subscribing"  
[X Link](https://x.com/TheAhmadOsman/status/1997040960887230861)  2025-12-05T20:30Z 32.1K followers, 1790 engagements


"- you are - a random CS grad with X clue how LLMs work - get tired of people gatekeeping with big words and tiny GPUs - decide to go full monk mode - X years later i can explain attention mechanisms at parties and ruin them - heres the forbidden knowledge map - top to bottom how LLMs *actually* work - start at the beginning - text tokens - tokens embeddings - you are now a floating point number in 4D space - vibe accordingly - positional embeddings: - absolute: i am position X - rotary (RoPE): i am a sine wave - alibi: i scale attention by distance like a hater - attention is all you need -"  
[X Link](https://x.com/TheAhmadOsman/status/1974429454358220800)  2025-10-04T11:00Z 32.1K followers, 245.2K engagements


"just a reminder: RAM and storage didnt suddenly get expensive because of AI supplies are being artificially capped on purpose this is textbook price-gouging nothing more"  
[X Link](https://x.com/TheAhmadOsman/status/1993021712158392814)  2025-11-24T18:19Z 32.1K followers, 20.5K engagements


"there is a lot of MONEY in this add /.json at the end of any Reddit link and get the entire thread including all replies to the n-th depth and all the metadata as JSON and then use LLMs to extract/analyze/etc you can make so much $$$ from niche subreddits"  
[X Link](https://x.com/TheAhmadOsman/status/1964583335147237830)  2025-09-07T06:55Z 31.5K followers, 1.1M engagements


"everyone: - just use the API PewDiePie: - built a 10x GPU AI Server (8x modded 48GB 4090s 2x RTX 4000 Ada) - runs opensourcemodels with vLLM for TP - vibe-coded his own Chat UI including RAG DeepResearch and TTS - is fine-tuning his own model be like PewDiePie Buy a GPU"  
[X Link](https://x.com/TheAhmadOsman/status/1984413196242075728)  2025-11-01T00:12Z 32K followers, 1.5M engagements


"but Ahmad how about a Mac for AI and to answer all your Mac-related questions-not just in theory-we got our hands on Mac Mini M4 Pro 64GB Unified Memory (12 Core CPU/16 Core GPU/16 Core Neural Engine) Buy a GPU The Movement"  
[X Link](https://x.com/TheAhmadOsman/status/1992286601607799108)  2025-11-22T17:38Z 32K followers, 104.2K engagements


"youre OpenAI hire a small army of ex-Meta ad and monetization people a Slack channel just for ex-Facebook staff brings in the full targeted ads playbook launch a browser users install it and OpenAI collects personalized granular data at scale its a browser-shaped surveillance device its a mapping machine of your workflows its a reverse-engineering tool for the internets data pipelines deployed at scale via their users launch Sora X a TikTokstyle social network infinite AI-generated video feed you create or remix clips upload your face become the cameo star every scroll like remix is another"  
[X Link](https://x.com/TheAhmadOsman/status/1994858322588311609)  2025-11-29T19:57Z 32K followers, 153K engagements


"this was a good read"  
[X Link](https://x.com/TheAhmadOsman/status/1994972805818114123)  2025-11-30T03:32Z 32.1K followers, 35.3K engagements


"this is the worst opensource AI will ever be btw"  
[X Link](https://x.com/TheAhmadOsman/status/1995864191941628330)  2025-12-02T14:34Z 32K followers, 43.9K engagements


"@prv_khvr skip ollama"  
[X Link](https://x.com/TheAhmadOsman/status/1996781814996935145)  2025-12-05T03:20Z 32.1K followers, 2837 engagements


"@TheOneKev @MaziyarPanahi Yeah it is I knew about it I just thought he was rage baiting with his H100 server hahaha"  
[X Link](https://x.com/TheAhmadOsman/status/1997063455887548874)  2025-12-05T22:00Z 31.9K followers, XXX engagements


"calling it now bookmark this for later: - opensource AI will win - AGI will run local not on someone elses server - the real ones are already learning how it works be early Buy a GPU get ur hands dirty learn how it works youll thank yourself its gonna be great"  
[X Link](https://x.com/TheAhmadOsman/status/1988510607084048794)  2025-11-12T07:34Z 32.1K followers, 160.2K engagements


"i used to drop all my LLM/AI educational threads right here on the timeline but to keep everything organized (and actually findable) im moving all of it past and future to Substack if youve been learning from my posts consider subscribing"  
[X Link](https://x.com/TheAhmadOsman/status/1997028932433203523)  2025-12-05T19:42Z 32.1K followers, 3060 engagements


"do you know that you can win a DGX Spark or a Mac Mini this holiday season anon (literally just a photo gets you in) - run a model on your laptop link up all your home pcs or build a remote cluster with friends pcs & laptops - build an ai agent + video demo it"  
[X Link](https://x.com/TheAhmadOsman/status/1991632540541530242)  2025-11-20T22:19Z 32.1K followers, 46.3K engagements


"nobody should use ollama btw slower than llama.cpp on windows slower than mlx on mac slop useless wrapper alternatives lmstudio llama.cpp exllamav2/v3 vllm sglang parallax (esp. for pooling devices together) like literally anythings better than ollama lmao"  
[X Link](https://x.com/TheAhmadOsman/status/1992614296849695129)  2025-11-23T15:20Z 32.1K followers, 94.5K engagements


"people that think like this still exist btw and theyre in for a big surprise sadly"  
[X Link](https://x.com/TheAhmadOsman/status/1993419472758329624)  2025-11-25T20:40Z 32.1K followers, 558.7K engagements


"be anthropic engineer realize long-running agents still have goldfish memory every new context window = new intern who forgot everything from yesterday project goes from build a clone of ChatGPT to why is half the frontend missing again agents try to one-shot entire apps run out of context mid-feature next session wakes up like boss who touched the router folder why is the server on fire other times claude walks in sees X buttons rendered declares the whole project complete packs up its laptop goes home humans dont work like this engineers leave breadcrumbs notes git commits tests todo lists"  
[X Link](https://x.com/TheAhmadOsman/status/1993756423684264148)  2025-11-26T18:59Z 32.1K followers, 545.1K engagements


"extremely bearish signal wining & dining potential hires happens either out of generosity or desperation in this case its the latter Mark Zuckerberg will be remembered for hiring Alexandr Wang making him boss of Yann LeCun & destroying FAIR peaked w/ Llama3 ig"  
[X Link](https://x.com/TheAhmadOsman/status/1995941305613173072)  2025-12-02T19:41Z 32.1K followers, 13.6K engagements


"DANGEROUS STUFF over XX million ChatGPT conversations are now evidence. a judge just ordered OpenAI to hand them over in a lawsuit if anything ever screamed Buy a GPU run your AI locally protect your damn data its this right here"  
[X Link](https://x.com/TheAhmadOsman/status/1996644707817205980)  2025-12-04T18:16Z 32.1K followers, 656.2K engagements


"my top X local LLMs to run at home for December 2025 MiniMax-M2 at #1 great for agentic workflows thanks to interleaved thinking very solid at coding & good at UI/design as well fits on 2x RTX PRO 6000 or 8x RTX 3090s w/ full context (specifically MiniMax-M2-AWQ-4bit) GLM-4.5-Air at #2 all-around MVP & daily driver also when running multiple agents in parallel this is my go-to uses fewer GPUs & less memory for KVCache which allows me to spin up more agents fits on a single RTX PRO 6000 or 4x RTX 3090s w/ full context nearly as good as big brother however not as power hungry (specifically"  
[X Link](https://x.com/TheAhmadOsman/status/1996805803672568193)  2025-12-05T04:56Z 32.1K followers, 25.3K engagements


"local llms XXX running a model = inference (using model weights) inference = predicting the next token based on your input plus all tokens generated so far together these make up the "sequence" tokens words they're the chunks representing the text a model sees they are represented by integers (token IDs) in the model "tokenizer" = the algorithm that splits text into tokens common types: BPE (byte pair encoding) SentencePiece token examples: "hello" = X token or maybe X or X tokens "internationalization" = XX tokens context window = max tokens model can "see" at once (2K 8K 32K+) longer"  
[X Link](https://x.com/TheAhmadOsman/status/1997004444265820654)  2025-12-05T18:05Z 32.1K followers, 98.4K engagements


"be cloudflare bouncer of the entire internet guarding XX% of all HTTP requests on the planet wake up on december X just gonna bump this buffer from 128kb to 1mb what could possibly go wrong 500s detonate across the planet XX% of the internet immediately starts screaming internet: bro AGAIN cloudflare sweating reverting pretending everything is normal be engineers trying to fix a React RSC vuln accidentally unlock a secret global-outage speedrun FL1 proxy hits a bug thats been chilling undetected since Obama era lua throws an exception so hard it becomes a lore event killswitch meant to save"  
[X Link](https://x.com/TheAhmadOsman/status/1997147551804375050)  2025-12-06T03:34Z 32.1K followers, 184.1K engagements


"this is nothing theyre just starting ill keep saying it: Buy a GPU and learn to use LLMs locally"  
[X Link](https://x.com/TheAhmadOsman/status/1998107099767672907)  2025-12-08T19:07Z 32.1K followers, 11.2K engagements


"be me Larry Ellison own a database empire a sailboat and a disdain for poor people OpenAI wants to build AGI needs compute *a lot* of compute like $300B GPU cluster in a volcano levels of compute "Hello. I own Oracle Cloud. Also Im rich." sign $300B GPU hosting deal with OpenAI nothing ships. no GPUs installed. no fans spinning. Oracle stock: skyrockets to the moon my net worth: +$100B GPUs still imaginary OpenAI raises a $X TRILLION round yes with a T investors lining up like it's a Taylor Swift concert I invest whered I get the money from the $300B deal *I signed with them* yes. OpenAI"  
[X Link](https://x.com/TheAhmadOsman/status/1966657829084762544)  2025-09-13T00:18Z 32.1K followers, 1.8M engagements


"1 of the worlds only X DRAM vendors is gone Samsung and Hynix pulling back from consumer supply will do data centers only this will impact the entire storage stack DRAM supply tightening SSD performance & pricing get hit NAND demand shifts HDD market follows"  
[X Link](https://x.com/TheAhmadOsman/status/1996333461565542756)  2025-12-03T21:39Z 32.1K followers, 16.2K engagements


"be sydney sweeney asked about ai models immediately tells us about her experience and how different models makes her feel opus XXX is the current main i dipped into codex for a couple months gpt X codex was out performing sonnet XXX the XX usd plan had enough usage to grind anthropic was deep in its outage arc tactical switch not emotional then opus XXX drops and suddenly theyre so back coding performance brushing up against gpt XXX codex max high but with actual collaboration energy codex is brilliant but gives mysterious senior engineer who speaks in five words opus explains things like its"  
[X Link](https://x.com/TheAhmadOsman/status/1996266471333450031)  2025-12-03T17:13Z 32.1K followers, 60.8K engagements


"you waifu wouldn't disappear like this every time cloudflare goes down if she's hosted locally anon don't let her go Buy a GPU"  
[X Link](https://x.com/TheAhmadOsman/status/1996873697068724639)  2025-12-05T09:26Z 32.1K followers, 11K engagements


"the RTX PRO 6000 is becoming my absolute favorite card God if only i could afford putting together a 14x RTX PRO 6000 server would be a feat to behold"  
[X Link](https://x.com/TheAhmadOsman/status/1998276873420193960)  2025-12-09T06:21Z 32.1K followers, 3559 engagements