tongyx361 / Awesome-LLM4MathLinks
Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied with elaborately-written concise descriptions to help readers get the gist as quickly as possible.
☆133Updated last year
Alternatives and similar repositories for Awesome-LLM4Math
Users that are interested in Awesome-LLM4Math are comparing it to the libraries listed below
Sorting:
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆111Updated 8 months ago
- The official repository of the Omni-MATH benchmark.☆87Updated 7 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆161Updated 4 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆239Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆167Updated 2 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆65Updated 7 months ago
- [ACL 2024]Official GitHub repo for OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scie…☆164Updated 2 months ago
- ☆203Updated 4 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 6 months ago
- ☆206Updated 5 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 4 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆77Updated 2 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆183Updated 6 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 8 months ago
- A version of verl to support tool use☆315Updated this week
- ☆68Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆268Updated 10 months ago
- [ACL 2024 Findings] MathBench: A Comprehensive Multi-Level Difficulty Mathematics Evaluation Dataset☆104Updated 2 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆319Updated last year
- RL Scaling and Test-Time Scaling (ICML'25)☆110Updated 6 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆63Updated 9 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆127Updated 3 months ago
- ☆263Updated 2 months ago
- ☆65Updated 3 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆146Updated 5 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆237Updated 2 months ago
- ☆71Updated 8 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆100Updated this week
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 8 months ago
- GenRM-CoT: Data release for verification rationales☆63Updated 9 months ago