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"
☆30Updated 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:
- ☆67Updated last year
- GenRM-CoT: Data release for verification rationales☆63Updated 8 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated 10 months ago
- ☆99Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆74Updated last month
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆63Updated 6 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆165Updated last month
- ☆59Updated 10 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆60Updated 7 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆55Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 8 months ago
- Critique-out-Loud Reward Models☆67Updated 8 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆33Updated 9 months ago
- ☆18Updated last year
- Analyzing LLM Alignment via Token distribution shift☆16Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Evaluate the Quality of Critique☆36Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)☆32Updated 2 months ago
- ☆45Updated 11 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆138Updated 9 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆166Updated last month
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 6 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆109Updated 7 months ago
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Updated last year
- Self-Alignment with Principle-Following Reward Models☆162Updated 2 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆102Updated 2 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆127Updated last year
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated last month