What if you could make model evaluation less prompt sensitive?
With our friends @dottxtai , we wrote a blog on how structured generation seems to reduce model score variance considerably.
Tell us what you think!
huggingface.co/blog/evaluatio…
Been playing with ✨B-LoRA✨, and IMO it deserves more attention
key insights-
① 2 unet blocks are crucial for encoding content & style
② LoRA can be used for *implicit* style-content separation, by optimizing these blocks
③ ↑ can be done w/ 1 img
▶️ huggingface.co/papers/2403.14…
Releasing StarCoder2 Instruct! 🚀
Achieves 72% HumanEval score using only self-generated content without any GPT-3.5/4 data. This work demonstrates that self-instruct works already well at the 15B scale without data from proprietary models!
Read more: huggingface.co/blog/sc2-instr…
I used the chatbot arena data from @lmsysorg to create a visualization of LLM’s Elo rating changes. You can see:
1. The gap between various companies/open source projects is narrowing.
2. The major players are gradually becoming the various big tech companies.
This week-end, train your own music generation model in 10min 🔥
Dreambooth MusicGen on your favorite artist or genre, using 10GB of GPU RAM in a matter of minutes 🎸
Colab ⬇️
Love the idea of stimulating LLM creativity. Makes me realize the main thing holding back AI research right now is not so much lack of GPU but lack of imagination…
Love the idea of stimulating LLM creativity. Makes me realize the main thing holding back AI research right now is not so much lack of GPU but lack of imagination…
I just uploaded your Mixtral 8x22b llamafiles to Hugging Face which evaluate 87 tokens per second on my CPU, using the mixmul algorithm I wrote for llamafile v0.8. huggingface.co/jartine/Mixtra…
This take on the FineWeb release is one of the most interesting feedback and also a reason FineWeb is very different from even larger datasets like RedPajama-V2 (which is double its size!)
Surprisingly, the size of the dataset of 15T tokens is not very important, what is much…
This take on the FineWeb release is one of the most interesting feedback and also a reason FineWeb is very different from even larger datasets like RedPajama-V2 (which is double its size!)
Surprisingly, the size of the dataset of 15T tokens is not very important, what is much…
47K Followers 1K FollowingCo-founder and CTO at @huggingface 🤗. ML/AI for everyone, building products to propel communities fwd. @Stanford + @Polytechnique
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Also dabble in robotics at NYU.
AI is delicious when it is accessible and open-source.
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712K Followers 719 FollowingProfessor at NYU. Chief AI Scientist at Meta.
Researcher in AI, Machine Learning, Robotics, etc.
ACM Turing Award Laureate.
47K Followers 1K FollowingCo-founder and CTO at @huggingface 🤗. ML/AI for everyone, building products to propel communities fwd. @Stanford + @Polytechnique
229K Followers 3K Following@NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.
380K Followers 77 FollowingTensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
944K Followers 275 FollowingWe’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
187K Followers 883 FollowingCofounded and lead @PyTorch at Meta.
Also dabble in robotics at NYU.
AI is delicious when it is accessible and open-source.
532K Followers 255 FollowingTogether with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
125K Followers 339 FollowingCEO of @abacusai, using Gen AI to build Applied AI and LLM agents and systems at scale, ex-AWS / Google, passionate about human behavior and open-source AGI
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91K Followers 3K Followingfounder: @outcallai Fmr: finance; vol + STIRs. Some other stuff in far off lands. USASOC, JSOC. IC;DO. CT, Nuclear Non-Prolif.
3K Followers 1K FollowingLLM = Live + Love + Make 🌈 DevRel @Cohere
I write and make videos about things I'm trying to grasp.
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