cyzhh / MMOS
Mix of Minimal Optimal Sets (MMOS) of dataset has two advantages for two aspects, higher performance and lower construction costs on math reasoning.
☆69Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for MMOS
- ☆98Updated 5 months ago
- [ACL 2024]Official GitHub repo for OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scie…☆92Updated 3 months ago
- MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems☆70Updated 3 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆216Updated 2 months ago
- Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data☆36Updated 5 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆96Updated 6 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆125Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆26Updated 4 months ago
- ☆24Updated 3 weeks ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆83Updated 4 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆82Updated 4 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆67Updated 5 months ago
- ☆75Updated last month
- Evaluating Mathematical Reasoning Beyond Accuracy☆37Updated 7 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆73Updated 3 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆61Updated 3 weeks ago
- ☆241Updated last month
- [ACL 2024 Findings] MathBench: A Comprehensive Multi-Level Difficulty Mathematics Evaluation Dataset☆84Updated 4 months ago
- ☆51Updated 7 months ago
- The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agen…☆21Updated 7 months ago
- Model Selection with Large Language Models for Reasoning (EMNLP2023 Findings)☆29Updated 10 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆75Updated last month
- ☆25Updated last month
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆215Updated 5 months ago
- ☆85Updated 11 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆72Updated 9 months ago
- Official implementation of DPFM @ ICLR 2024 paper "Autonomous Data Selection with Language Models for Mathematical Texts" (As Huggingface…☆78Updated last week
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 5 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆127Updated last month
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆123Updated 2 months ago