ylsung / rsqLinks
Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"
☆20Updated 7 months ago
Alternatives and similar repositories for rsq
Users that are interested in rsq are comparing it to the libraries listed below
Sorting:
- Kinetics: Rethinking Test-Time Scaling Laws☆85Updated 6 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆29Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆42Updated 3 weeks ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆34Updated 7 months ago
- AdaSplash: Adaptive Sparse Flash Attention (aka Flash Entmax Attention)☆32Updated 3 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆56Updated last year
- ☆27Updated 9 months ago
- The evaluation framework for training-free sparse attention in LLMs☆110Updated 3 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆84Updated last year
- ☆63Updated 7 months ago
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆69Updated 6 months ago
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆39Updated 11 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year
- ☆51Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- ☆30Updated last year
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration☆28Updated 2 months ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆128Updated 7 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆73Updated 6 months ago
- 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
- ☆15Updated last year
- ☆63Updated 6 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- ☆73Updated 7 months ago
- ☆19Updated last year
- ☆85Updated 2 months ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year