VITA-Group / WeLoreLinks
[ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications
☆52Updated last month
Alternatives and similar repositories for WeLore
Users that are interested in WeLore are comparing it to the libraries listed below
Sorting:
- ☆85Updated last month
- ☆91Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆40Updated 2 months ago
- ☆60Updated 6 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- Work in progress.☆75Updated last month
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆32Updated 5 months ago
- The evaluation framework for training-free sparse attention in LLMs☆106Updated 2 months ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- A repository for research on medium sized language models.☆77Updated last year
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Updated 9 months ago
- ☆204Updated last year
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Updated 2 months ago
- ☆54Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Updated 8 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 8 months ago
- ☆19Updated 11 months ago
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- Long Context Extension and Generalization in LLMs☆62Updated last year
- ☆128Updated last year
- ☆15Updated last year
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆62Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- ☆75Updated last year
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆52Updated last year
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆36Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆56Updated 10 months ago
- DPO, but faster 🚀☆46Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆82Updated last year
- An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace☆18Updated last year