Alternatives and similar repositories for MLGym

Users that are interested in MLGym are comparing it to the libraries listed below

• SWE-Gym / SWE-Gym
  Code for Paper: Training Software Engineering Agents and Verifiers with SWE-Gym [ICML 2025]
  ☆489Updated last month
• facebookresearch / swe-rl
  Official codebase for "SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution"
  ☆551Updated 3 months ago
• NovaSky-AI / SkyRL
  SkyRL-v0: Train Real-World Long-Horizon Agents via Reinforcement Learning
  ☆422Updated this week
• microsoft / rStar
  ☆570Updated 2 months ago
• open-thought / reasoning-gym
  procedural reasoning datasets
  ☆872Updated this week
• facebookresearch / memory
  Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…
  ☆339Updated 6 months ago
• openai / mle-bench
  MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering
  ☆760Updated last week
• sunblaze-ucb / Intuitor
  Code for the paper: "Learning to Reason without External Rewards"
  ☆306Updated last week
• facebookresearch / coconut
  Training Large Language Model to Reason in a Continuous Latent Space
  ☆1,162Updated 5 months ago
• ekinakyurek / marc
  Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"
  ☆315Updated 7 months ago
• shangshang-wang / Tina
  Tina: Tiny Reasoning Models via LoRA
  ☆260Updated 3 weeks ago
• sail-sg / oat
  🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.
  ☆383Updated 2 weeks ago
• PRIME-RL / TTRL
  TTRL: Test-Time Reinforcement Learning
  ☆650Updated 2 weeks ago
• huggingface / search-and-learn
  Recipes to scale inference-time compute of open models
  ☆1,097Updated last month
• McGill-NLP / nano-aha-moment
  Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
  ☆476Updated last month
• willccbb / verifiers
  Verifiers for LLM Reinforcement Learning
  ☆1,328Updated this week
• StonyBrookNLP / appworld
  🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Pap…
  ☆215Updated last month
• facebookresearch / sweet_rl
  Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks
  ☆219Updated last month
• LeonGuertler / TextArena
  A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning
  ☆184Updated this week
• vsubramaniam851 / multiagent-ft
  ☆207Updated 4 months ago
• sail-sg / understand-r1-zero
  Understanding R1-Zero-Like Training: A Critical Perspective
  ☆991Updated last month
• open-thought / system-2-research
  System 2 Reasoning Link Collection
  ☆838Updated 3 months ago
• PrimeIntellect-ai / prime-rl
  prime-rl is a codebase for decentralized async RL training at scale
  ☆341Updated this week
• trotsky1997 / MathBlackBox
  ☆1,025Updated 6 months ago
• mlfoundations / evalchemy
  Automatic evals for LLMs
  ☆437Updated 2 weeks ago
• NVIDIA / NeMo-Skills
  A project to improve skills of large language models
  ☆429Updated this week
• allenai / OLMo-core
  PyTorch building blocks for the OLMo ecosystem
  ☆238Updated this week
• groundlight / r1_vlm
  Build your own visual reasoning model
  ☆385Updated last week
• NousResearch / atropos
  Atropos is a Language Model Reinforcement Learning Environments framework for collecting and evaluating LLM trajectories through diverse …
  ☆514Updated this week
• ServiceNow / AgentLab
  AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and re…
  ☆348Updated this week