Pearl is a new production-ready Reinforcement Learning AI agent library open-sourced by the Applied Reinforcement Learning team at Meta. Furthering our efforts on open AI innovation, Pearl enables ...

verl is a flexible, efficient and production-ready RL training library for large language models (LLMs). verl is the open-source version of HybridFlow: A Flexible and Efficient RLHF Framework paper.

Unlock what really makes your child tick — United Family’s “Learning Code” Assessment offers a warm, science-backed way to understand their unique learning strengths (and struggles) across attention, ...

Abstract: This paper provides a comprehensive review of recent advances in machine learning (ML) technologies applied to code generation, with a focus on literature published between 2022 and 2024. We ...

Abstract: Code representation learning is an important way to encode the semantics of source code through pre-training. The learned representation supports a variety of downstream tasks, such as ...