SqueezeAILab / SqueezedAttention
SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
☆42Updated 3 months ago
Alternatives and similar repositories for SqueezedAttention:
Users that are interested in SqueezedAttention are comparing it to the libraries listed below
- ☆49Updated 9 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆29Updated this week
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆43Updated last year
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆14Updated 4 months ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆52Updated 3 weeks ago
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Updated 8 months ago
- ☆50Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆57Updated 4 months ago
- ☆16Updated 2 months ago
- 16-fold memory access reduction with nearly no loss☆78Updated last week
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆60Updated 10 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆56Updated 5 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆33Updated 8 months ago
- LLM Inference with Microscaling Format☆19Updated 3 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆34Updated 6 months ago
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆20Updated 11 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆42Updated 4 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆49Updated 8 months ago
- ☆23Updated 3 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆47Updated 11 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆38Updated last year
- AFPQ code implementation☆20Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆31Updated 5 months ago
- ☆41Updated 3 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆65Updated 8 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆19Updated 2 weeks ago
- [ICLR 2025] PEARL: parallel speculative decoding with adaptive draft length☆44Updated this week