LLM KV cache compression made easy
☆1,240Oct 27, 2026Updated this week
Alternatives and similar repositories for kvpress
Users that are interested in kvpress are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆748Aug 16, 2026Updated 2 months ago
- ☆336Jul 10, 2025Updated last year
- [NeurIPS'25 Oral] Query-agnostic KV cache eviction: 3–4× reduction in memory and 2× decrease in latency (Qwen3/2.5, Gemma3, LLaMA3)☆227Feb 11, 2026Updated 8 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆437Nov 20, 2025Updated 11 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,230Oct 10, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Official Implementation of Ada-KV [NeurIPS 2025]☆143Nov 26, 2025Updated 11 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,391Aug 13, 2026Updated 2 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆537Aug 1, 2024Updated 2 years ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆472Jun 17, 2026Updated 4 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,806Updated this week
- KV cache compression for high-throughput LLM inference☆163Feb 5, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆867Mar 6, 2025Updated last year
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆316May 1, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆367Jul 16, 2026Updated 3 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆257Dec 16, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆544Feb 10, 2025Updated last year
- Accurate and fast KV cache compression with a gating mechanism☆33Jul 27, 2026Updated 3 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆166Feb 20, 2025Updated last year
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆12,224Updated this week
- 🚀 Efficient implementations for emerging model architectures☆6,003Updated this week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,564Feb 20, 2026Updated 8 months ago
- Awesome LLM compression research papers and tools.☆1,889Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆280Aug 31, 2024Updated 2 years ago
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,249Updated this week
- Efficient LLM Inference over Long Sequences☆392Jun 25, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,172Sep 4, 2024Updated 2 years ago
- ☆47Nov 25, 2024Updated last year
- Official Implementation for [ICLR26] DefensiveKV: Taming the Fragility of KV Cache Eviction in LLM Inference☆61Mar 28, 2026Updated 7 months ago
- Accelerating MoE with IO and Tile-aware Optimizations☆785Aug 29, 2026Updated 2 months ago
- NVIDIA Inference Xfer Library (NIXL)☆1,341Updated this week
- ☆39Mar 17, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,911Updated this week
- Tile primitives for speedy kernels☆3,786Sep 12, 2026Updated last month
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,598Updated this week
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆437Aug 13, 2024Updated 2 years ago
- The evaluation framework for training-free sparse attention in LLMs☆134Jan 27, 2026Updated 9 months ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,542Oct 20, 2026Updated last week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆8,845Updated this week