Alternatives and similar repositories for MLGym

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

• NovaSky-AI / SkyRL
  SkyRL-v0: Train Real-World Long-Horizon Agents via Reinforcement Learning
  ☆375Updated this week
• facebookresearch / swe-rl
  Official codebase for "SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution"
  ☆535Updated 2 months ago
• microsoft / rStar
  ☆562Updated last month
• SWE-Gym / SWE-Gym
  Code for Paper: Training Software Engineering Agents and Verifiers with SWE-Gym [ICML 2025]
  ☆477Updated 3 weeks ago
• openai / mle-bench
  MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering
  ☆734Updated 2 weeks ago
• shangshang-wang / Tina
  Tina: Tiny Reasoning Models via LoRA
  ☆252Updated last week
• facebookresearch / memory
  Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…
  ☆333Updated 5 months ago
• open-thought / reasoning-gym
  procedural reasoning datasets
  ☆770Updated this week
• trotsky1997 / MathBlackBox
  ☆1,024Updated 5 months ago
• ServiceNow / AgentLab
  AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and re…
  ☆339Updated this week
• facebookresearch / sweet_rl
  Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks
  ☆208Updated last month
• sail-sg / oat
  🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.
  ☆367Updated last week
• McGill-NLP / nano-aha-moment
  Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
  ☆464Updated last week
• LeonGuertler / TextArena
  A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning
  ☆173Updated this week
• ekinakyurek / marc
  Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"
  ☆311Updated 6 months ago
• willccbb / verifiers
  Verifiers for LLM Reinforcement Learning
  ☆1,197Updated this week
• huggingface / search-and-learn
  Recipes to scale inference-time compute of open models
  ☆1,090Updated 2 weeks ago
• PrimeIntellect-ai / prime-rl
  prime-rl is a codebase for decentralized async RL training at scale
  ☆318Updated this week
• groundlight / r1_vlm
  Build your own visual reasoning model
  ☆379Updated last week
• zorazrw / agent-workflow-memory
  AWM: Agent Workflow Memory
  ☆271Updated 4 months ago
• NousResearch / atropos
  Atropos is a Language Model Reinforcement Learning Environments framework for collecting and evaluating LLM trajectories through diverse …
  ☆447Updated this week
• sunblaze-ucb / Intuitor
  Code for the paper: "Learning to Reason without External Rewards"
  ☆237Updated this week
• mlfoundations / evalchemy
  Automatic evals for LLMs
  ☆407Updated this week
• NVIDIA / NeMo-Skills
  A project to improve skills of large language models
  ☆415Updated this week
• sail-sg / understand-r1-zero
  Understanding R1-Zero-Like Training: A Critical Perspective
  ☆973Updated last week
• open-thought / system-2-research
  System 2 Reasoning Link Collection
  ☆835Updated 2 months ago
• seal-rg / recurrent-pretraining
  Pretraining code for a large-scale depth-recurrent language model
  ☆776Updated last week
• huggingface / Math-Verify
  ☆744Updated last month
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆590Updated this week
• WooooDyy / AgentGym
  Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi e…
  ☆477Updated 2 months ago