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)
☆74Updated 7 months ago
Alternatives and similar repositories for iGSM
Users that are interested in iGSM are comparing it to the libraries listed below
Sorting:
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 4 months ago
- Code for "Reasoning to Learn from Latent Thoughts"☆116Updated 4 months ago
- A brief and partial summary of RLHF algorithms.☆132Updated 5 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆95Updated last month
- [NeurIPS'24 Spotlight] Observational Scaling Laws☆56Updated 10 months ago
- A Sober Look at Language Model Reasoning☆81Updated 2 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆101Updated 3 weeks ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆116Updated last month
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆112Updated 8 months ago
- ☆74Updated 9 months ago
- Physics of Language Models, Part 4☆232Updated 3 weeks ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆141Updated 11 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆161Updated 5 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated 11 months ago
- ☆206Updated 6 months ago
- ☆325Updated 3 weeks ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆219Updated 5 months ago
- ☆204Updated 4 months ago
- [COLM 2025] Code for Paper: Learning Adaptive Parallel Reasoning with Language Models☆122Updated last week
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆77Updated 2 years ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆86Updated 11 months ago
- ☆148Updated 9 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆167Updated last month
- A repo for open research on building large reasoning models☆90Updated this week
- ☆91Updated last year
- official implementation of paper "Process Reward Model with Q-value Rankings"☆60Updated 6 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆56Updated 9 months ago
- [ACL 2024]Official GitHub repo for OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scie…☆166Updated 2 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆136Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆60Updated 6 months ago