ars22 / scaling-LLM-math-synthetic-data
Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"
☆26Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for scaling-LLM-math-synthetic-data
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆47Updated 4 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆68Updated 5 months ago
- Collection of papers for scalable automated alignment.☆73Updated last month
- Evaluating Mathematical Reasoning Beyond Accuracy☆37Updated 7 months 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
- ☆51Updated 7 months ago
- ☆101Updated 5 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆56Updated 8 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆49Updated 9 months ago
- ☆89Updated 11 months ago
- [ICLR 2024] COLLIE: Systematic Construction of Constrained Text Generation Tasks☆52Updated last year
- Towards Systematic Measurement for Long Text Quality☆29Updated 2 months ago
- ☆25Updated last month
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆43Updated 2 months ago
- ☆66Updated 6 months ago
- ☆39Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆63Updated last month
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆35Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆29Updated last month
- [ACL 2024] Code for "MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation"☆31Updated 4 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models☆42Updated 11 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆127Updated 2 months ago
- Explore what LLMs are really leanring over SFT☆26Updated 7 months ago
- Evaluate the Quality of Critique☆35Updated 5 months ago
- The official repository of the Omni-MATH benchmark.☆52Updated 3 weeks ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆99Updated 3 weeks ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆46Updated 5 months ago
- Directional Preference Alignment☆51Updated 2 months ago
- GenRM-CoT: Data release for verification rationales☆24Updated last month
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆125Updated last year