Leooyii / LCEG
Long Context Extension and Generalization in LLMs
☆50Updated 6 months ago
Alternatives and similar repositories for LCEG:
Users that are interested in LCEG are comparing it to the libraries listed below
- Codebase for Instruction Following without Instruction Tuning☆33Updated 6 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆47Updated last week
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆84Updated last month
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆31Updated last month
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆40Updated 5 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆102Updated last month
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆46Updated last month
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆70Updated 4 months ago
- ☆68Updated 4 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆80Updated 6 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated 11 months ago
- ☆64Updated 11 months ago
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆22Updated 4 months ago
- Exploration of automated dataset selection approaches at large scales.☆34Updated 3 weeks ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆57Updated 6 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆73Updated 9 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆63Updated 4 months ago
- ☆76Updated 2 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆171Updated 3 weeks ago
- What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆63Updated last month
- ☆16Updated 2 months ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆29Updated 10 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆28Updated 2 weeks ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆60Updated last year
- ☆87Updated 6 months ago
- [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"☆36Updated 10 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆51Updated last month
- Organize the Web: Constructing Domains Enhances Pre-Training Data Curation☆39Updated last month
- Code for preprint "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆36Updated last week
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆24Updated 3 months ago