imagination-research / lbt
[NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
☆48Updated 4 months ago
Alternatives and similar repositories for lbt:
Users that are interested in lbt are comparing it to the libraries listed below
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆162Updated 2 weeks ago
- Code for "Reasoning to Learn from Latent Thoughts"☆77Updated this week
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆66Updated last week
- ☆41Updated last month
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆84Updated last month
- Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling☆95Updated 2 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆130Updated 6 months ago
- The official repository of the Omni-MATH benchmark.☆78Updated 3 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆67Updated 4 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆107Updated last week
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate"☆131Updated last month
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆47Updated last week
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆80Updated 6 months ago
- ☆129Updated last week
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆100Updated 3 months ago
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆53Updated 11 months ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆44Updated last month
- ☆54Updated this week
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆31Updated last month
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆78Updated 3 weeks ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆50Updated 3 weeks ago
- ☆104Updated 2 months ago
- This is the official repository for Inheritune.☆111Updated last month
- What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆63Updated last month
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆67Updated last month
- ☆59Updated 2 weeks ago
- Exploration of automated dataset selection approaches at large scales.☆34Updated last month
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆97Updated 3 weeks ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆51Updated last month
- ☆76Updated 2 months ago