LLM KV cache compression made easy
☆971Mar 13, 2026Updated last week
Alternatives and similar repositories for kvpress
Users that are interested in kvpress are comparing it to the libraries listed below
Sorting:
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆674Feb 24, 2026Updated 3 weeks ago
- ☆306Jul 10, 2025Updated 8 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆359Nov 20, 2025Updated 4 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,198Mar 9, 2026Updated last week
- The Official Implementation of Ada-KV [NeurIPS 2025]☆128Nov 26, 2025Updated 3 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆286May 1, 2025Updated 10 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆251Dec 16, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆818Mar 6, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,145Mar 15, 2026Updated last week
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆531Feb 10, 2025Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆506Aug 1, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆377Jul 10, 2025Updated 8 months ago
- KV cache compression for high-throughput LLM inference☆153Feb 5, 2025Updated last year
- ☆47Nov 25, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆277Aug 31, 2024Updated last year
- Code for the EMNLP24 paper "A simple and effective L2 norm based method for KV Cache compression."☆18Dec 13, 2024Updated last year
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆418Mar 3, 2025Updated last year
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆149Aug 9, 2024Updated last year
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆273Jul 6, 2025Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆164Oct 13, 2025Updated 5 months ago
- Efficient LLM Inference over Long Sequences☆393Jun 25, 2025Updated 8 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,041Sep 4, 2024Updated last year
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆389Apr 13, 2025Updated 11 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆133Dec 3, 2024Updated last year
- Supercharge Your LLM with the Fastest KV Cache Layer☆7,693Updated this week
- Helpful tools and examples for working with flex-attention☆1,157Feb 8, 2026Updated last month
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,311Jan 4, 2025Updated last year
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆977Feb 5, 2026Updated last month
- Distributed Compiler based on Triton for Parallel Systems☆1,386Mar 11, 2026Updated last week
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆27Jul 7, 2025Updated 8 months ago
- Official Implementation for [ICLR26] DefensiveKV: Taming the Fragility of KV Cache Eviction in LLM Inference☆30Mar 15, 2026Updated last week
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆51Oct 18, 2024Updated last year
- ☆65Apr 26, 2025Updated 10 months ago
- Fast low-bit matmul kernels in Triton☆438Feb 1, 2026Updated last month
- (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆34May 28, 2025Updated 9 months ago
- Awesome LLM compression research papers and tools.☆1,789Feb 23, 2026Updated 3 weeks ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆4,953Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,231Updated this week
- 🚀 Efficient implementations of state-of-the-art linear attention models☆4,630Updated this week