Julien Pourcel
@jul-p.bsky.social
PhD student at INRIA (FLOWERS team) working on LLM4code | Prev. (MVA) ENS ParisSaclay
Introducing SOAR 🚀, a self-improving framework for prog synth that alternates between search and learning (accepted to #ICML!)
It brings LLMs from just a few percent on ARC-AGI-1 up to 52%
We’re releasing the finetuned LLMs, a dataset of 5M generated programs and the code.
🧵
It brings LLMs from just a few percent on ARC-AGI-1 up to 52%
We’re releasing the finetuned LLMs, a dataset of 5M generated programs and the code.
🧵
July 10, 2025 at 4:04 PM
Introducing SOAR 🚀, a self-improving framework for prog synth that alternates between search and learning (accepted to #ICML!)
It brings LLMs from just a few percent on ARC-AGI-1 up to 52%
We’re releasing the finetuned LLMs, a dataset of 5M generated programs and the code.
🧵
It brings LLMs from just a few percent on ARC-AGI-1 up to 52%
We’re releasing the finetuned LLMs, a dataset of 5M generated programs and the code.
🧵