anton @abacaj
Software engineer. Hacking on large language models Joined August 2009-
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I think the opposite will happen, explosion of software. A lot more people will be building because the barriers are lower. Of course not all of them will be successful, market will decide that fate. But really LLMs and “agents” lower barriers and generally speaking people will…
I think the opposite will happen, explosion of software. A lot more people will be building because the barriers are lower. Of course not all of them will be successful, market will decide that fate. But really LLMs and “agents” lower barriers and generally speaking people will…
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anton retweeted
Do models need to reason in words to benefit from chain-of-thought tokens? In our experiments, the answer is no! Models can perform on par with CoT using repeated '...' filler tokens. This raises alignment concerns: Using filler, LMs can do hidden reasoning not visible in CoT🧵
when the model turns out better than you thought it would after fine tuning
anton retweeted
LLaMA3 and Phi3 have made the splash this week in LLM Arena. But how strong is their visual understanding ability? ⚡We release LLaMA3-Vision and Phi3-Vision models that beat their larger size LLM competitors. Github: github.com/mbzuai-oryx/LL… HF: huggingface.co/collections/MB…
anton retweeted
We just released the first LLama-3 8B with a context length of over 160K onto Hugging Face! SOTA LLMs can learn to operate on long context with minimal training (< 200M tokens, powered by @CrusoeEnergy's compute) by appropriately adjusting RoPE theta. 🔗 huggingface.co/gradientai/Lla…
Sounds like OpenAI has been cooking something that will impress again. The way I see it is they blow everyone out of the water or it's just a small incremental change and this is to keep the interest alive
Sounds like OpenAI has been cooking something that will impress again. The way I see it is they blow everyone out of the water or it's just a small incremental change and this is to keep the interest alive
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Ohh damn I need to start updating it again
> thank you whoever made this docs.google.com/document/d/e/2…
@abacaj totally. interesting glad they did it. great to help figuring out where to draw the line for what big models should do and what small ones should do.
@abacaj Although, it is a natural language description of the function. Wonder if Claude models also just have a good nl2code ability (which can be more than retrieval)
@abacaj I think, however, that this test is better than the needle in a haystack benchmark.
@abacaj Oh I see, honestly wasn't aware it was a needle since it said understanding
@abacaj Agreed. It is definitely not a valid claim to use the current results to say which model must do much better at code understanding. Note that RepoQA is still a WIP project that definitely we want to extend to more types of tasks. Retrieval is just an entry point. :)
btw i decided not to get three mac studios after doing some research. they dont have enough gpu, tps for 400b would be not so great
Earlier today I submitted this model to the Open LLM Leaderboard. There is room to improve in our quest to extend Llama-3 context length. 🚀
We just released the first LLama-3 8B with a context length of over 160K onto Hugging Face! SOTA LLMs can learn to operate on long context with minimal training (< 200M tokens, powered by @CrusoeEnergy's compute) by appropriately adjusting RoPE theta. 🔗 huggingface.co/gradientai/Lla…
@abacaj i think its funny how they think the models know infosec. they dont, but i do. 😂😂😂
@stubbornfellow @jasonjoyride @Extropic_AI that's a great question
Exclusive first look inside @Extropic_AI, pioneers of thermodynamic AI compute, on episode 41 of S³
the truth is anyone could remake dingboard but not everyone has @yacineMTB's motivation to stick with it for as long as he has he's the ding king because he's the only one who wants the throne
jokes aside im afraid the time to pivot from dingclone has come. if my health allows i will try to finish segmentation and bg removal feature by tomorrow and call it
3rd outage from @flydotio in the last 2 weeks. Am I really considering eating the 3x price increase to go back to AWS? Yes.
time to brush up on some linear algebra 101 and actually learn how matmulsharding really works 🤓
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