@aymeric-roucher.bsky.social

Today we release ๐šœ๐š–๐š˜๐š•๐šŠ๐š๐šŽ๐š—๐š๐šœ, @hf.co's new barebones library for agentic workflows! ๐Ÿ’ฅ Main logic fits in ~1000 lines of code. ๐ŸŒ Supports any LLM through LiteLLM integration. ๐Ÿ›ก๏ธ Secure code execution via E2B sandboxes. Try it here ๐Ÿ‘‰ github.com/huggingface/...

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๐—ฆ๐—ต๐—ผ๐˜„๐—จ๐—œ: ๐—ฎ ๐˜€๐—บ๐—ฎ๐—น๐—น ๐—ฒ๐—ป๐—ฑ-๐˜๐—ผ-๐—ฒ๐—ป๐—ฑ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜๐—ต๐—ฎ๐˜ ๐—ฐ๐—ฎ๐—ป ๐—ป๐—ฎ๐˜ƒ๐—ถ๐—ด๐—ฎ๐˜๐—ฒ ๐—ฎ๐—ป๐˜† ๐—จ๐—œ ๐Ÿ“ฒ and beats much larger VLMs! New paper by NUS & Microsoft, agent that acts on any UI (Desktop, Android, Web) without needing additional text information. One great idea: group image patches by GUI group, to speedup and simplify processing.

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๐Ÿ—ž๏ธ ๐—ฆ๐˜๐—ฎ๐˜๐—ฒ ๐—ผ๐—ณ ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐—”๐—œ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฐ: ๐—”๐—ป๐˜๐—ต๐—ฟ๐—ผ๐—ฝ๐—ถ๐—ฐ ๐—ฒ๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐˜‚๐—ฝ ๐—ข๐—ฝ๐—ฒ๐—ป๐—”๐—œ, ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€ ๐—ฟ๐—ฎ๐—บ๐—ฝ ๐˜‚๐—ฝ ๐˜๐—ผ ๐Ÿญ๐Ÿฎ% ๐—ผ๐—ณ ๐˜‚๐˜€๐—ฒ-๐—ฐ๐—ฎ๐˜€๐—ฒ๐˜€, ๐—ผ๐—ฝ๐—ฒ๐—ป ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€ ๐—บ๐—ฎ๐—ธ๐—ฒ ๐Ÿญ๐Ÿต% ๐—ผ๐—ณ ๐˜‚๐˜€๐—ฎ๐—ด๐—ฒ Really recommend this report by Menlo ventures! AI spending surged to $13.8 billion this year, more than 6x the $2.3 billion spent in 2023! ๐Ÿ‘‰ menlovc.com/2024-the-sta...

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Made a new app to visualize the LLM race โ‡’ ๐—ก๐—ผ ๐—˜๐˜‚๐—ฟ๐—ผ๐—ฝ๐—ฒ๐—ฎ๐—ป ๐—ฐ๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐˜† ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐˜๐—ผ๐—ฝ ๐Ÿญ๐Ÿฌ ๐Ÿ‡ช๐Ÿ‡บโŒ The top 10 is exclusively US ๐Ÿ‡บ๐Ÿ‡ธ and Chinese ๐Ÿ‡จ๐Ÿ‡ณ companies (growing fast), with the notable exception of Mistral AI ๐Ÿ‡ซ๐Ÿ‡ท. See the app here ๐Ÿ‘‰ huggingface.co/spaces/m-ric...

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๐Ÿ” Meta teams use a fine-tuned Llama model to fix production issues in seconds One of Meta's engineering teams shared how they use a fine-tuned small Llama (Llama-2-7B, so not even a very recent model) to identify the root cause of production issues with 42% accuracy.

The next big social network is not ๐Ÿฆ‹ It's Hub Posts! [INSERT STONKS MEME LASER EYES] See below: I got 105k impressions since regularly posting Hub Posts, comparable to my 275k on Twitter!

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