Alternatives and similar repositories for system-2-research

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

• trotsky1997 / MathBlackBox
  ☆1,035Updated 10 months ago
• open-thought / reasoning-gym
  [NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewards
  ☆1,214Updated last month
• huggingface / search-and-learn
  Recipes to scale inference-time compute of open models
  ☆1,117Updated 5 months ago
• srush / awesome-o1
  A bibliography and survey of the papers surrounding o1
  ☆1,209Updated last year
• EleutherAI / cookbook
  Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
  ☆822Updated 3 months ago
• facebookresearch / MLGym
  MLGym A New Framework and Benchmark for Advancing AI Research Agents
  ☆568Updated 3 months ago
• McGill-NLP / nano-aha-moment
  Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
  ☆556Updated last month
• facebookresearch / coconut
  Training Large Language Model to Reason in a Continuous Latent Space
  ☆1,327Updated 3 months ago
• NousResearch / atropos
  Atropos is a Language Model Reinforcement Learning Environments framework for collecting and evaluating LLM trajectories through diverse …
  ☆743Updated this week
• ezelikman / quiet-star
  Code for Quiet-STaR
  ☆741Updated last year
• seal-rg / recurrent-pretraining
  Pretraining and inference code for a large-scale depth-recurrent language model
  ☆843Updated 3 weeks ago
• carlini / yet-another-applied-llm-benchmark
  A benchmark to evaluate language models on questions I've previously asked them to solve.
  ☆1,034Updated 6 months ago
• groundlight / r1_vlm
  Build your own visual reasoning model
  ☆414Updated last month
• NousResearch / Open-Reasoning-Tasks
  A comprehensive repository of reasoning tasks for LLMs (and beyond)
  ☆450Updated last year
• ekinakyurek / marc
  Public repository for "The Surprising Effectiveness of Test-Time Training for Abstract Reasoning"
  ☆336Updated this week
• mlfoundations / evalchemy
  Automatic evals for LLMs
  ☆556Updated 4 months ago
• wasiahmad / Awesome-LLM-Synthetic-Data
  A reading list on LLM based Synthetic Data Generation 🔥
  ☆1,460Updated 5 months ago
• microsoft / Samba
  [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
  ☆926Updated 2 weeks ago
• SWE-Gym / SWE-Gym
  Code for Paper: Training Software Engineering Agents and Verifiers with SWE-Gym [ICML 2025]
  ☆573Updated 3 months ago
• WecoAI / aideml
  AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.
  ☆1,071Updated last week
• huggingface / cosmopedia
  ☆552Updated 11 months ago
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆892Updated last month
• bespokelabsai / curator
  Synthetic data curation for post-training and structured data extraction
  ☆1,547Updated 3 months ago
• PrimeIntellect-ai / prime-rl
  Async RL Training at Scale
  ☆749Updated last week
• mlabonne / llm-autoeval
  Automatically evaluate your LLMs in Google Colab
  ☆667Updated last year
• rgreenblatt / arc_draw_more_samples_pub
  Draw more samples
  ☆194Updated last year
• facebookresearch / memory
  Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…
  ☆355Updated 11 months ago
• sail-sg / oat
  🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.
  ☆564Updated 2 weeks ago
• natolambert / rlhf-book
  Textbook on reinforcement learning from human feedback
  ☆1,295Updated last week
• predibase / llm_distillation_playbook
  Best practices for distilling large language models.
  ☆584Updated last year