Alternatives and similar repositories for ENVISIONS

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

• WeiminXiong / IPR
  Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)
  ☆61Updated 9 months ago
• rookie-joe / AutoPSV
  ☆48Updated 9 months ago
• ssmisya / PRMBench
  [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.
  ☆78Updated 5 months ago
• WangHanLinHenry / SPA-RL-Agent
  Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"
  ☆38Updated 3 weeks ago
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆80Updated 6 months ago
• dvlab-research / Mr-Ben
  This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"
  ☆50Updated 9 months ago
• starrYYxuan / LeCo
  This the implementation of LeCo
  ☆31Updated 6 months ago
• multimodal-art-projection / KORGym
  ☆46Updated 2 months ago
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆56Updated 8 months ago
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆127Updated 4 months ago
• OpenMOSS / Say-I-Dont-Know
  [ICML'2024] Can AI Assistants Know What They Don't Know?
  ☆82Updated last year
• RyanLiu112 / Awesome-Process-Reward-Models
  A comprehensive collection of process reward models.
  ☆99Updated 2 weeks ago
• GAIR-NLP / ReasonEval
  [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy
  ☆65Updated 7 months ago
• KbsdJames / MATH-Minos
  The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Fee…
  ☆38Updated last year
• SihengLi99 / LLM-Honesty-Survey
  [2025-TMLR] A Survey on the Honesty of Large Language Models
  ☆58Updated 8 months ago
• PKU-Alignment / aligner
  [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct
  ☆183Updated 6 months ago
• GAIR-NLP / weak-to-strong-reasoning
  ☆59Updated 11 months ago
• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆147Updated 9 months ago
• FreedomIntelligence / OVM
  ☆68Updated last year
• hkust-nlp / mstar
  [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning
  ☆64Updated 3 weeks ago
• lancopku / label-words-are-anchors
  Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
  ☆165Updated last year
• NovelQA / novelqa.github.io
  ☆20Updated 7 months ago
• hanningzhang / prm
  ☆17Updated 9 months ago
• hanxuhu / SeqIns
  The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…
  ☆29Updated 8 months ago
• OrangeInSouth / DeePEn
  A method of ensemble learning for heterogeneous large language models.
  ☆58Updated last year
• OSU-NLP-Group / LLM-Knowledge-Conflict
  [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"
  ☆73Updated last year
• JoeYing1019 / UltraTool
  [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
  ☆57Updated this week
• KbsdJames / Omni-MATH
  The official repository of the Omni-MATH benchmark.
  ☆87Updated 7 months ago
• GAIR-NLP / alignment-for-honesty
  ☆74Updated last year
• Junjie-Ye / ToolEyes
  [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
  ☆68Updated 2 months ago