ars22 / scaling-LLM-math-synthetic-dataLinks
Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"
☆31Updated last year
Alternatives and similar repositories for scaling-LLM-math-synthetic-data
Users that are interested in scaling-LLM-math-synthetic-data are comparing it to the libraries listed below
Sorting:
- GenRM-CoT: Data release for verification rationales☆66Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Updated last year
- ☆68Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆179Updated 6 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆63Updated 11 months ago
- ☆58Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 6 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated last month
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆78Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆68Updated 9 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- The official repository of the Omni-MATH benchmark.☆88Updated 11 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆86Updated 6 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated 11 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Critique-out-Loud Reward Models☆70Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆118Updated 6 months ago
- ☆103Updated last year
- The rule-based evaluation subset and code implementation of Omni-MATH☆25Updated 11 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆167Updated 8 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 10 months ago
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Updated last year
- [COLM 2025] EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees☆28Updated 4 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆63Updated last year
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆37Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆143Updated last year
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)☆48Updated 6 months ago
- ☆59Updated 6 months ago
- ☆18Updated last year