Alternatives and similar repositories for system-2-research

Users that are interested in system-2-research are comparing it to the libraries listed below

• open-thought / reasoning-gym
  [NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewards
  ☆1,332Updated 3 weeks ago
• trotsky1997 / MathBlackBox
  ☆1,033Updated last year
• huggingface / search-and-learn
  Recipes to scale inference-time compute of open models
  ☆1,124Updated 8 months ago
• srush / awesome-o1
  A bibliography and survey of the papers surrounding o1
  ☆1,212Updated last year
• facebookresearch / MLGym
  MLGym A New Framework and Benchmark for Advancing AI Research Agents
  ☆583Updated 6 months ago
• EleutherAI / cookbook
  Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
  ☆829Updated 6 months ago
• NousResearch / Open-Reasoning-Tasks
  A comprehensive repository of reasoning tasks for LLMs (and beyond)
  ☆458Updated last year
• McGill-NLP / nano-aha-moment
  Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
  ☆593Updated 4 months ago
• facebookresearch / coconut
  Training Large Language Model to Reason in a Continuous Latent Space
  ☆1,496Updated 6 months ago
• ezelikman / quiet-star
  Code for Quiet-STaR
  ☆740Updated last year
• groundlight / r1_vlm
  Build your own visual reasoning model
  ☆418Updated 3 weeks ago
• seal-rg / recurrent-pretraining
  Pretraining and inference code for a large-scale depth-recurrent language model
  ☆863Updated last month
• maitrix-org / llm-reasoners
  A library for advanced large language model reasoning
  ☆2,328Updated 8 months ago
• NousResearch / atropos
  Atropos is a Language Model Reinforcement Learning Environments framework for collecting and evaluating LLM trajectories through diverse …
  ☆853Updated this week
• ekinakyurek / marc
  Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"
  ☆344Updated 3 months ago
• carlini / yet-another-applied-llm-benchmark
  A benchmark to evaluate language models on questions I've previously asked them to solve.
  ☆1,042Updated 9 months ago
• wasiahmad / Awesome-LLM-Synthetic-Data
  A reading list on LLM based Synthetic Data Generation 🔥
  ☆1,516Updated 8 months ago
• WecoAI / aideml
  AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.
  ☆1,127Updated 3 months ago
• bespokelabsai / curator
  Synthetic data curation for post-training and structured data extraction
  ☆1,626Updated 2 weeks ago
• sail-sg / oat
  🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.
  ☆627Updated 2 weeks ago
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆905Updated 4 months ago
• predibase / llm_distillation_playbook
  Best practices for distilling large language models.
  ☆604Updated 2 years ago
• microsoft / Samba
  [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
  ☆944Updated 2 months ago
• openai / mle-bench
  MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering
  ☆1,301Updated 3 weeks ago
• mlfoundations / evalchemy
  Automatic evals for LLMs
  ☆579Updated last month
• rgreenblatt / arc_draw_more_samples_pub
  Draw more samples
  ☆198Updated last year
• lucidrains / self-rewarding-lm-pytorch
  Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
  ☆1,407Updated last year
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆688Updated 2 weeks ago
• brendanhogan / DeepSeekRL-Extended
  Exploring Applications of GRPO
  ☆251Updated 5 months ago
• huggingface / cosmopedia
  ☆564Updated last year