[ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
☆286May 1, 2025Updated 10 months ago
Alternatives and similar repositories for ShadowKV
Users that are interested in ShadowKV are comparing it to the libraries listed below
Sorting:
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆277Aug 31, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆376Jul 10, 2025Updated 8 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆251Dec 16, 2024Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆128Nov 26, 2025Updated 3 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
- KV cache compression for high-throughput LLM inference☆153Feb 5, 2025Updated last year
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- ☆65Apr 26, 2025Updated 10 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆531Feb 10, 2025Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,196Mar 9, 2026Updated last week
- An acceleration library that supports arbitrary bit-width combinatorial quantization operations☆240Sep 30, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆359Nov 20, 2025Updated 4 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆51Oct 18, 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
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆53Aug 6, 2025Updated 7 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆182Jul 10, 2024Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆210Sep 21, 2024Updated last year
- [VLDB 26, NeurIPS 25] Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆133Feb 22, 2026Updated 3 weeks ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆668Feb 24, 2026Updated 3 weeks ago
- A throughput-oriented high-performance serving framework for LLMs☆949Oct 29, 2025Updated 4 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆180Jul 12, 2024Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆155Feb 20, 2025Updated last year
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,311Jan 4, 2025Updated last year
- A sparse attention kernel supporting mix sparse patterns☆480Jan 18, 2026Updated 2 months ago
- LLM KV cache compression made easy☆971Mar 13, 2026Updated last week
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆55Oct 29, 2024Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,386Mar 11, 2026Updated last week
- A low-latency & high-throughput serving engine for LLMs☆484Jan 8, 2026Updated 2 months ago
- Perplexity GPU Kernels☆566Nov 7, 2025Updated 4 months ago
- 16-fold memory access reduction with nearly no loss☆108Mar 26, 2025Updated 11 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆57Nov 20, 2024Updated last year
- ☆306Jul 10, 2025Updated 8 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,273Aug 28, 2025Updated 6 months ago
- ☆63Jun 12, 2025Updated 9 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆466May 30, 2025Updated 9 months ago
- ☆139Aug 18, 2025Updated 7 months ago
- Kernel Library Wheel for SGLang☆16Mar 14, 2026Updated last week
- Mixed precision inference by Tensorrt-LLM☆79Oct 23, 2024Updated last year
- ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression (DAC'25)☆26Feb 26, 2026Updated 3 weeks ago