facebookresearch / MLGymLinks
MLGym A New Framework and Benchmark for Advancing AI Research Agents
☆529Updated 3 weeks ago
Alternatives and similar repositories for MLGym
Users that are interested in MLGym are comparing it to the libraries listed below
Sorting:
- Code for Paper: Training Software Engineering Agents and Verifiers with SWE-Gym [ICML 2025]☆498Updated 2 months ago
- Official codebase for "SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution"☆566Updated 4 months ago
- procedural reasoning datasets☆960Updated last week
- MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering☆800Updated 3 weeks ago
- Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"☆318Updated 7 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆341Updated 7 months ago
- ☆585Updated 3 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆603Updated this week
- Pretraining code for a large-scale depth-recurrent language model☆801Updated this week
- Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"☆497Updated last week
- prime-rl is a codebase for decentralized async RL training at scale☆368Updated this week
- AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and re…☆361Updated this week
- A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning☆210Updated this week
- System 2 Reasoning Link Collection☆843Updated 4 months ago
- TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle☆285Updated this week
- Build your own visual reasoning model☆395Updated last week
- Code for the paper: "Learning to Reason without External Rewards"☆319Updated last week
- Training Large Language Model to Reason in a Continuous Latent Space☆1,185Updated 5 months ago
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆404Updated this week
- AWM: Agent Workflow Memory☆291Updated 5 months ago
- Atropos is a Language Model Reinforcement Learning Environments framework for collecting and evaluating LLM trajectories through diverse …☆535Updated this week
- Recipes to scale inference-time compute of open models☆1,106Updated last month
- Training teachers with reinforcement learning able to make LLMs learn how to reason for test time scaling.☆295Updated 3 weeks ago
- Tina: Tiny Reasoning Models via LoRA☆266Updated last month
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆223Updated 2 months ago
- ☆1,025Updated 7 months ago
- AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.☆956Updated this week
- Verifiers for LLM Reinforcement Learning☆1,495Updated this week
- Testing baseline LLMs performance across various models☆284Updated this week