[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] [@ljupc0](/creator/twitter/ljupc0) "@jamievoynow Ha I'm trying to go the other way. Did 10yrs of ML until 2004 (HMMs based ASR Ngrams LMs) then next 20yrs quant trading. Tinkering with llama.cpp and running open source open weights models in the last year. Now on X weeks notice - decided to try go back to ML/AI. :-)"  [@ljupc0](/creator/x/ljupc0) on [X](/post/tweet/1946999508614656082) 2025-07-20 18:23:51 UTC 5273 followers, XX engagements "I have not had opportunity to use it for real but it's next on the list to try. Closed/paying ones I use daily - OpenAI's ChatGPT XXX for conversation. Gemini XXX Pro too and especially for programming that often has a reasoning component to it. Claude never warmed up to it seemed to be too flowery and flattery to my taste. Local ones - seeing llama.cpp I was mind-blown 🤯 haha 😆 so bought 2nd hand M2 mbp 96gb ram so I try everything that fits in memory. :-) Local models I have used more than try&forget over time listed below. 1) dots.llm1 # MoE localhost 75GB RAM XX tps"  [@ljupc0](/creator/x/ljupc0) on [X](/post/tweet/1946145451050401820) 2025-07-18 09:50:07 UTC 5254 followers, XX engagements "I have not I'm on XXXXX. But I suspected things were moving towards enshitification. And that I may need to look again for a distro in the future. They removed the $HOME dir only encryption but one cd workaround. They put Firefox in some other distribution/update format outside of apt. For a while there was a way to still use apt. Then at some point I stopped resisting and let FF use the new method. (mounts some kind of mount; IDK the exact name) As of a year ago FF updates automatically then goes either stupid (unresponsive) or crazy (pins a core at 100%). Seems the two instances old and new"  [@ljupc0](/creator/x/ljupc0) on [X](/post/tweet/1946973845082263885) 2025-07-20 16:41:52 UTC 5271 followers, XX engagements "Hey - thanks for that. Didn't occur to me - AI for HF-s After 20yrs in quant trading I got really bored with it in the past X years. Tinkering with llama.cpp and running open source open weights models in the last year rekindled the 1st love - ML :-) Did 10yrs of ML until 2004 it was then HMMs based ASR Ngrams LMs some NNs but only X hidden layer. Now I'm on X weeks notice - decided to try go back to ML/AI next. ML for HF-s may be a niche I should look into"  [@ljupc0](/creator/x/ljupc0) on [X](/post/tweet/1947000845066781114) 2025-07-20 18:29:09 UTC 5273 followers, XX engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@ljupc0
"@jamievoynow Ha I'm trying to go the other way. Did 10yrs of ML until 2004 (HMMs based ASR Ngrams LMs) then next 20yrs quant trading. Tinkering with llama.cpp and running open source open weights models in the last year. Now on X weeks notice - decided to try go back to ML/AI. :-)"
@ljupc0 on X 2025-07-20 18:23:51 UTC 5273 followers, XX engagements
"I have not had opportunity to use it for real but it's next on the list to try. Closed/paying ones I use daily - OpenAI's ChatGPT XXX for conversation. Gemini XXX Pro too and especially for programming that often has a reasoning component to it. Claude never warmed up to it seemed to be too flowery and flattery to my taste. Local ones - seeing llama.cpp I was mind-blown 🤯 haha 😆 so bought 2nd hand M2 mbp 96gb ram so I try everything that fits in memory. :-) Local models I have used more than try&forget over time listed below. 1) dots.llm1 # MoE localhost 75GB RAM XX tps" @ljupc0 on X 2025-07-18 09:50:07 UTC 5254 followers, XX engagements
"I have not I'm on XXXXX. But I suspected things were moving towards enshitification. And that I may need to look again for a distro in the future. They removed the $HOME dir only encryption but one cd workaround. They put Firefox in some other distribution/update format outside of apt. For a while there was a way to still use apt. Then at some point I stopped resisting and let FF use the new method. (mounts some kind of mount; IDK the exact name) As of a year ago FF updates automatically then goes either stupid (unresponsive) or crazy (pins a core at 100%). Seems the two instances old and new" @ljupc0 on X 2025-07-20 16:41:52 UTC 5271 followers, XX engagements
"Hey - thanks for that. Didn't occur to me - AI for HF-s After 20yrs in quant trading I got really bored with it in the past X years. Tinkering with llama.cpp and running open source open weights models in the last year rekindled the 1st love - ML :-) Did 10yrs of ML until 2004 it was then HMMs based ASR Ngrams LMs some NNs but only X hidden layer. Now I'm on X weeks notice - decided to try go back to ML/AI next. ML for HF-s may be a niche I should look into" @ljupc0 on X 2025-07-20 18:29:09 UTC 5273 followers, XX engagements