Performance is strong across the board: 55.6% on SWE-Bench Pro, 52.9% or ARC-AGI-2, 40.3% on Frontier Math.

🚀 Introducing SWE-Bench Pro — a new benchmark to evaluate LLM coding agents on real, enterprise-grade software engineering tasks. This is the next step beyond SWE-Bench: harder, contamination-resistant, and closer to real-world repos.

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains 'We introduce Rubrics as Rewards (RaR), a framework that uses structured, checklist-style rubrics as interpretable reward signals for on-policy training with GRPO. Our best RaR method yields up to a relative

Today we’re releasing Code Llama 70B: a new, more performant version of our LLM for code generation — available under the same license as previous Code Llama models. Download the models ➡️ https://t.co/fa7Su5XWDC • CodeLlama-70B • CodeLlama-70B-Python • CodeLlama-70B-Instruct

What if we set GPT-4 free in Minecraft? ⛏️ I’m excited to announce Voyager, the first lifelong learning agent that plays Minecraft purely in-context. Voyager continuously improves itself by writing, refining, committing, and retrieving *code* from a skill library. GPT-4 unlocks

We launche a petition to democratize AI research by establishing an international, publicly funded supercomputing facility equipped with 100,000 state-of-the-art AI accelerators to train open source foundation models. https://t.co/jbkQnlEHYH https://t.co/agmh1Ptjky

https://t.co/mdvWwXdop8

@elonmusk @PeterDiamandis The best way to keep AI safe is to make sure that it is openly available to the general public. Imagine AI as superpowers. We do not want superpowers to be exclusively controled by big corporations and Nations States. They should be democratized and decentralized.

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models abs: https://t.co/VfVDCq1cwY

Our poster presenting the work on LAION-5B that received NeurIPS 2022 Outstanding Paper Award is today - Hall J #1012, 16:00 - 18:00 Stop by and say hi - we are looking forward to discuss our work with the community! https://t.co/pURxnIsQOa https://t.co/G5gByM9z04

Congratulations to @laion_ai for the outstanding Datasets and Benchmarks Papers award at NeurIPS! Fantastic achievement by the team including some @StabilityAI team members 🚀✨

HUGE THANKS to everyone who supported us! - Our LAION-5B paper has just received the Outstanding Paper Award at NeurIPS 2022. If you want to support our next large scale projects, join our Discord. 100% Open AI. From the Community, for the Community. https://t.co/soO66GEjn3

Our NeurIPS 2022 paper on LAION-5B was selected for oral featured paper presentation, being among less than 2% (on average from previous NeurIPS years) of works that obtain this distinction. openReview: https://t.co/tcaV13IrJ4 ArXiv:

READ: 130-page cheat sheet outlining key #MachineLearning concepts: https://t.co/JFfnxhfFLG ——— #ML #BigData #AI #DeepLearning #Algorithms

Such a great conversation, thanks @teachingpython!

imo #stablediffusion release today is a day of historic proportion for human creativity, with so much human visual creativity bottled up into one accessible artifact. Big part of a phase shift into an era of human+AI art collab that we’ve just barely scratched the surface of.

Delighted to announce the public open source release of #StableDiffusion! Please see our release post and retweet! https://t.co/dEsBX7cRHw Proud of everyone involved in releasing this tech that is the first of a series of models to activate the creative potential of humanity

// Stable Diffusion, Explained // You've seen the Stable Diffusion AI art all over Twitter. But how does Stable Diffusion _work_? A thread explaining diffusion models, latent space representations, and context injection: 1/15

Very much looking forward to presenting on the union of physics and AI at SIAM MDS 2022!

@srkundurthy @europython Yours was one of the few (n=2) talks that I actually managed to watch during the conference. It was an honour for EP to host a brilliant speaker like you. I do hope I get to see you in person next year ^^