princeton-nlp / ProLong
Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"
☆113Updated last week
Related projects ⓘ
Alternatives and complementary repositories for ProLong
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆127Updated last month
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning"☆91Updated 4 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆68Updated 3 weeks ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆67Updated 5 months ago
- ☆37Updated 7 months ago
- Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆61Updated last week
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆75Updated last month
- Long Context Extension and Generalization in LLMs☆39Updated last month
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆72Updated 8 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆141Updated 4 months ago
- The HELMET Benchmark☆63Updated last week
- The official repository of the Omni-MATH benchmark.☆47Updated last week
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆143Updated 4 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models☆47Updated 2 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆156Updated 3 months ago
- ☆51Updated 7 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆67Updated last month
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆63Updated last year
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆46Updated 3 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆56Updated 8 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆64Updated last year
- Evaluating Mathematical Reasoning Beyond Accuracy☆37Updated 7 months ago
- ☆88Updated last month
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆81Updated 4 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆104Updated 5 months ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆66Updated 3 weeks ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆61Updated 3 weeks ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆166Updated last month
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆38Updated 3 months ago
- ☆98Updated 5 months ago