facebookresearch / iGSMLinks
The code for creating the iGSM datasets in papers "Physics of Language Models Part 2.1, Grade-School Math and the Hidden Reasoning Process" (arxiv 2407.20311) and "Physics of Language Models Part 2.2, How to Learn From Mistakes on Grade-School Math Problems" (arxiv 2408.16293)
☆80Updated 10 months ago
Alternatives and similar repositories for iGSM
Users that are interested in iGSM are comparing it to the libraries listed below
Sorting:
- Code for "Reasoning to Learn from Latent Thoughts"☆122Updated 8 months ago
- [NeurIPS'24 Spotlight] Observational Scaling Laws☆59Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆69Updated 8 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated 11 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆105Updated last month
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆68Updated 9 months ago
- ☆106Updated last year
- A brief and partial summary of RLHF algorithms.☆139Updated 9 months ago
- A repo for open research on building large reasoning models☆115Updated 2 weeks ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆143Updated last year
- A Sober Look at Language Model Reasoning☆89Updated 2 weeks ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆116Updated 4 months ago
- ☆76Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆181Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Updated last year
- ☆344Updated 4 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…☆37Updated last year
- ☆216Updated 8 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆167Updated 8 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆80Updated 2 years ago
- The official repository of the Omni-MATH benchmark.☆88Updated 11 months ago
- ☆213Updated 9 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆57Updated last year
- [COLM 2025] Code for Paper: Learning Adaptive Parallel Reasoning with Language Models☆134Updated 3 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆145Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆127Updated last month
- Physics of Language Models, Part 4☆262Updated 4 months ago
- Resources for the Enigmata Project.☆72Updated 3 months ago
- GenRM-CoT: Data release for verification rationales☆66Updated last year
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year