VITA-Group / WeLore
From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu, Jiawei Zhao, Yuandong Tian, Zhangyang Wang
☆44Updated 8 months ago
Alternatives and similar repositories for WeLore:
Users that are interested in WeLore are comparing it to the libraries listed below
- Codebase for Instruction Following without Instruction Tuning☆33Updated 5 months ago
- ☆73Updated 7 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆54Updated 11 months ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆26Updated 6 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆59Updated 5 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆44Updated 3 weeks ago
- ☆87Updated 5 months ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆36Updated last year
- Using FlexAttention to compute attention with different masking patterns☆42Updated 5 months ago
- DPO, but faster 🚀☆40Updated 3 months ago
- A repository for research on medium sized language models.☆77Updated 9 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆46Updated last year
- ☆76Updated 2 months ago
- ☆60Updated 10 months ago
- ☆49Updated 4 months ago
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆24Updated 4 months ago
- Long Context Extension and Generalization in LLMs☆50Updated 5 months ago
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆53Updated last month
- Code Implementation, Evaluations, Documentation, Links and Resources for Min P paper☆27Updated this week
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆31Updated 7 months ago
- ☆30Updated 2 months ago
- ☆16Updated 2 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆80Updated 5 months ago
- Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆45Updated last month
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆55Updated 6 months ago
- The official code repo and data hub of top_nsigma sampling strategy for LLMs.☆22Updated last month
- ☆64Updated 11 months ago