[ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
☆311May 1, 2025Updated last year
Alternatives and similar repositories for ShadowKV
Users that are interested in ShadowKV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆400Jul 10, 2025Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆281Aug 31, 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.☆149Jul 30, 2026Updated last week
- Vortex: Programmable Sparse Attention for Agents as Algorithm Designers☆68Updated this week
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆57Aug 6, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Official Implementation of Ada-KV [NeurIPS 2025]☆139Nov 26, 2025Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆170Oct 13, 2025Updated 9 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆731Apr 15, 2026Updated 3 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆540Feb 10, 2025Updated last year
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆54Dec 17, 2024Updated last year
- KV cache compression for high-throughput LLM inference☆159Feb 5, 2025Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆255Dec 16, 2024Updated last year
- ☆65Apr 26, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,225Apr 8, 2026Updated 4 months ago
- An acceleration library that supports arbitrary bit-width combinatorial quantization operations☆247Sep 30, 2024Updated last year
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆91Dec 7, 2025Updated 8 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆852Mar 6, 2025Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆223Sep 21, 2024Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆512Jul 17, 2026Updated 3 weeks ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆190Jul 10, 2024Updated 2 years ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆160Feb 20, 2025Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆425Nov 20, 2025Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A throughput-oriented high-performance serving framework for LLMs☆974Mar 29, 2026Updated 4 months ago
- LLM KV cache compression made easy☆1,163Updated this week
- ☆328Jul 10, 2025Updated last year
- ☆253Nov 19, 2025Updated 8 months ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,352Aug 28, 2025Updated 11 months ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆281Jul 6, 2025Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆54Oct 18, 2024Updated last year
- ☆135Nov 11, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A sparse attention kernel supporting mix sparse patterns☆544Jan 18, 2026Updated 6 months ago
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,363Jul 10, 2026Updated last month
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆529Aug 1, 2024Updated 2 years ago
- Distributed Compiler based on Triton for Parallel Systems☆1,512Updated this week
- Perplexity GPU Kernels☆599Nov 7, 2025Updated 9 months ago
- A low-latency & high-throughput serving engine for LLMs☆516Jan 8, 2026Updated 7 months ago
- 16-fold memory access reduction with nearly no loss☆107Mar 26, 2025Updated last year