hkust-nlp / llm-compression-intelligence
Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]
☆130Updated 5 months ago
Alternatives and similar repositories for llm-compression-intelligence:
Users that are interested in llm-compression-intelligence are comparing it to the libraries listed below
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆153Updated 2 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆123Updated last month
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆115Updated 5 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆172Updated 6 months ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆29Updated 8 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning"☆100Updated 7 months ago
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆45Updated 3 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆48Updated 2 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆72Updated 8 months ago
- GenRM-CoT: Data release for verification rationales☆46Updated 4 months ago
- ☆93Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆95Updated 4 months ago
- The official repository of the Omni-MATH benchmark.☆71Updated last month
- ☆130Updated 2 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆157Updated 8 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated 11 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆114Updated 7 months ago
- [NeurIPS2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆92Updated 2 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆59Updated 3 months ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆175Updated 4 months ago
- Self-Alignment with Principle-Following Reward Models☆154Updated 11 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆77Updated 4 months ago
- ☆58Updated 5 months ago
- The HELMET Benchmark☆115Updated this week
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆77Updated 6 months ago
- ☆95Updated 4 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆42Updated 3 months ago