hkust-nlp / dart-math
[NeurIPS'24] Official code for *๐ฏDART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*
โ88Updated last month
Alternatives and similar repositories for dart-math:
Users that are interested in dart-math are comparing it to the libraries listed below
- The official repository of the Omni-MATH benchmark.โ66Updated 3 weeks ago
- โ61Updated 9 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracyโ44Updated last month
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"โ145Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.โ88Updated 3 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied witโฆโ102Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervisionโ111Updated 4 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejectionโ38Updated 2 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".โ62Updated this week
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. ๐งฎโจโ145Updated 8 months ago
- Repo of paper "Free Process Rewards without Process Labels"โ94Updated this week
- GenRM-CoT: Data release for verification rationalesโ42Updated 3 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"โ71Updated 7 months ago
- โ56Updated 4 months ago
- โ119Updated last month
- โ46Updated last month
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.โ58Updated 2 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)โ102Updated 9 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]โ130Updated 3 months ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"โ27Updated 7 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".โ49Updated last month
- โ39Updated 2 months ago
- โ13Updated 6 months ago
- Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"โ68Updated last month
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" prโฆโ85Updated 11 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"โ33Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)โ124Updated 6 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don'tโฆโ106Updated 6 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineeringโ54Updated last month
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correctโ138Updated last month