we missed a banger paper in the grok4/k2 drop noise guys. these guys > look for optimal ways to select data mixes to get max improvement on a model given a target domain. > do multimodal validation > show good extrapolation accuracy (testing on 1.4B and predicting on 8B)

Consistent with its historic commitment to a just and lasting peace in the Middle East, I have decided that France will recognize the State of Palestine. I will make this solemn announcement before the United Nations General Assembly this coming September.

Feed the Children of Gaza, no child should be starving.

JUST IN: The world’s leading association of genocide scholars has passed a resolution stating that the legal criteria have been met to establish that Israel is committing genocide in Gaza.

The most devastating transition ever:

BREAKING: Israel is committing genocide in Gaza, a team of independent experts commissioned by the U.N.’s Human Rights Council concludes. apnews.com/article/israel…

Israël commet un génocide à Gaza. Israël commet un génocide à Gaza. Israël commet un génocide à Gaza. Israël commet un génocide à Gaza. Israël commet un génocide à Gaza. Israël commet un génocide à Gaza.

Lewis Hamilton via Instagram stories about Palestine 🇵🇸

Yes, the war in Gaza is a genocide. I hope you’ll take a moment to read my op-ed here: sanders.senate.gov/op-eds/it-is-g…

“She was known as Palestine. She forevermore will be known as Palestine.” Benedict Cumberbatch recited this poem by iconic Palestinian poet Mahmoud Darwish.

🏗️ ARE: scaling up agent environments and evaluations In the LLM+RL era, evals and envs are the bottleneck Happy to release Gaia2, an extensible benchmark for agents aiming to reduce the sim2real gap + ARE, the platform in which Gaia2 is built Enjoy evaluating your agents! 👇

Super excited to share l3m 🚀, a library for training large multimodal models, which we used to build AIM and AIMv2. Massive thanks to Alaa El-Nouby Enrico Fini Michal Klein Mustafa Shukor Joshua Susskind and many others.

Last year at Apple MLR, we published a number of interesting papers like AIM, AIMv2, and Scaling laws for: Sparsity, Native Multimodal Models, Data mixing. Today the team has open-sourced the training codebase we used for conducting this research! github.com/apple/ml-l3m

🚀 Huge shout-out to the team for open-sourcing l3m! We’ve been using it in our own image generation research and love how seamlessly everything clicks together. Excited to see what others build with it!

(🧵) Today, we release Meta Code World Model (CWM), a 32-billion-parameter dense LLM that enables novel research on improving code generation through agentic reasoning and planning with world models. ai.meta.com/research/publi…

Check out this outstanding work by the Codegen team at AI at Meta!

New from Meta FAIR: Code World Model (CWM), a 32B-parameter research model designed to explore how world models can transform code generation and reasoning about code. We believe in advancing research in world modeling and are sharing CWM under a research license to help empower

new research from Meta FAIR: Code World Model (CWM), a 32B research model we encourage the research community to research this open-weight model! pass@1 evals, for the curious: 65.8 % on SWE-bench Verified 68.6 % on LiveCodeBench 96.6 % on Math-500 76.0 % on AIME 2024 🧵

I guess the cat is out of the bag, SimpleFold is out! Amazing work led by the great Yuyang Wang. Will discuss more in depth in a few hours...but for now go try SimpleFold inference directly on your Mac with Apple Silicon + MLX! github.com/apple/ml-simpl…

Boycotter Israël, c’est refuser l’apartheid et le génocide à Gaza. 👉 Vérifiez vos achats : les codes-barres commençant par 729 = produits israéliens. Comme le gouvernement francais, ne soyons pas complices, organisons le boycott. #BDS