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Meta Releases Open-Weights Code World Model With Built-In Execution Simulation

The 32B research model tests a world‑model approach that predicts the effects of Python or Bash steps to plan code.

Overview

  • Meta published three checkpoints of Code World Model to invite community research rather than to ship a production system.
  • CWM was trained on large programming corpora plus specialized Python and Bash world‑modeling data to enable simulated execution and agent interaction.
  • Initial results reported publicly include 65.8% on SWE‑bench Verified and 68.6% on LiveCodeBench, with 96.6% on Math‑500 and 76.0% on AIME 2024.
  • Performance places the 32B model among leading open‑source code models but behind some top competitors such as Qwen3‑Coder and Kimi‑K2‑Instruct.
  • Yann LeCun amplified the announcement on social media as community figures, including Alexandr Wang, shared benchmark snapshots.