Leooyii / LCEG
Long Context Extension and Generalization in LLMs
☆54Updated 7 months ago
Alternatives and similar repositories for LCEG
Users that are interested in LCEG are comparing it to the libraries listed below
Sorting:
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆74Updated 11 months ago
- Revisiting Mid-training in the Era of RL Scaling☆37Updated 2 weeks ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆179Updated 2 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆71Updated 2 years ago
- Exploration of automated dataset selection approaches at large scales.☆40Updated 2 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆75Updated 5 months ago
- [𝐄𝐌 𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆50Updated last year
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆63Updated last month
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆105Updated 2 months ago
- Codebase for Instruction Following without Instruction Tuning☆34Updated 7 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆29Updated last month
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆51Updated 2 years ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆44Updated 6 months ago
- ☆73Updated 6 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains☆77Updated this week
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆93Updated last week
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆49Updated 9 months ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆52Updated 2 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆51Updated 3 months ago
- ☆78Updated 3 months ago
- ☆23Updated 3 weeks ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆37Updated last year
- ☆69Updated this week
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆59Updated 7 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆35Updated 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 last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆61Updated 10 months ago
- Organize the Web: Constructing Domains Enhances Pre-Training Data Curation☆47Updated last week
- Code for the EMNLP24 paper "A simple and effective L2 norm based method for KV Cache compression."☆12Updated 5 months ago