Alternatives and similar repositories for STaR

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

• waterhorse1 / LLM_Tree_Search
  (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training
  ☆283Updated last year
• Ber666 / RAP
  Reasoning with Language Model is Planning with World Model
  ☆175Updated 2 years ago
• YuxiXie / MCTS-DPO
  This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
  ☆327Updated last year
• kyegomez / Lets-Verify-Step-by-Step
  "Improving Mathematical Reasoning with Process Supervision" by OPENAI
  ☆111Updated this week
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆643Updated 4 months ago
• kanishkg / cognitive-behaviors
  ☆210Updated 6 months ago
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆196Updated 6 months ago
• QwenLM / ProcessBench
  Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"
  ☆174Updated 5 months ago
• MARIO-Math-Reasoning / Super_MARIO
  ☆342Updated 4 months ago
• xingyaoww / mint-bench
  Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…
  ☆130Updated last year
• TIGER-AI-Lab / Program-of-Thoughts
  Data and Code for Program of Thoughts [TMLR 2023]
  ☆289Updated last year
• hkust-nlp / AgentBoard
  An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]
  ☆355Updated last year
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆130Updated 7 months ago
• rxlqn / awesome-llm-self-reflection
  augmented LLM with self reflection
  ☆132Updated last year
• allenai / FineGrainedRLHF
  ☆280Updated 9 months ago
• eddycmu / demystify-long-cot
  ☆323Updated 4 months ago
• PRIME-RL / ImplicitPRM
  Repo of paper "Free Process Rewards without Process Labels"
  ☆164Updated 7 months ago
• karthikv792 / LLMs-Planning
  An extensible benchmark for evaluating large language models on planning
  ☆419Updated last month
• Edward-Sun / easy-to-hard
  Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
  ☆123Updated last year
• Ber666 / ToolkenGPT
  ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)
  ☆262Updated last year
• zankner / CLoud
  Critique-out-Loud Reward Models
  ☆70Updated last year
• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆151Updated 11 months ago
• WooooDyy / LLM-Reverse-Curriculum-RL
  Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…
  ☆111Updated last year
• jwhj / OREO
  ☆116Updated 9 months ago
• IBM / SALMON
  Self-Alignment with Principle-Following Reward Models
  ☆168Updated last month
• allenai / olmes
  Reproducible, flexible LLM evaluations
  ☆257Updated this week
• McGill-NLP / VinePPO
  Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"
  ☆175Updated 4 months ago
• SuperBruceJia / Awesome-LLM-Self-Consistency
  Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models
  ☆109Updated 3 months ago
• OpenBMB / UltraFeedback
  A large-scale, fine-grained, diverse preference dataset (and models).
  ☆352Updated last year
• Linear95 / SPAG
  Self-playing Adversarial Language Game Enhances LLM Reasoning, NeurIPS 2024
  ☆140Updated 8 months ago