GATECH-EIC / LaCacheLinks
[ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
☆16Updated last month
Alternatives and similar repositories for LaCache
Users that are interested in LaCache are comparing it to the libraries listed below
Sorting:
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆28Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆27Updated 5 months ago
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆26Updated 2 months ago
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆13Updated 10 months ago
- ☆19Updated 11 months ago
- PyTorch implementation of StableMask (ICML'24)☆14Updated last year
- ☆15Updated last year
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆36Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration☆28Updated last month
- Official Implementation of APB (ACL 2025 main Oral)☆32Updated 10 months ago
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Updated last month
- Official implementation of ECCV24 paper: POA☆24Updated last year
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆23Updated 2 months ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Updated 9 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆40Updated 2 months ago
- Code and Model for NeurIPS 2024 Spotlight Paper "Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training…☆44Updated last year
- ☆60Updated 6 months ago
- ☆62Updated 5 months ago
- ☆15Updated last year
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- DPO, but faster 🚀☆46Updated last year
- Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More☆34Updated 7 months ago
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆24Updated 3 months ago
- ☆85Updated last month
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆34Updated 6 months ago
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆33Updated last year
- ☆108Updated 3 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year