📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
☆679Feb 24, 2026Updated last month
Alternatives and similar repositories for Awesome-KV-Cache-Compression
Users that are interested in Awesome-KV-Cache-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆426Mar 3, 2025Updated last year
- LLM KV cache compression made easy☆1,021Updated this week
- The Official Implementation of Ada-KV [NeurIPS 2025]☆131Nov 26, 2025Updated 4 months ago
- ☆310Jul 10, 2025Updated 9 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆535Feb 10, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,202Mar 9, 2026Updated last month
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆381Nov 20, 2025Updated 4 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆306Dec 5, 2025Updated 4 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆49Jun 19, 2024Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆510Aug 1, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆380Jul 10, 2025Updated 9 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆153Feb 20, 2025Updated last year
- Awesome LLM compression research papers and tools.☆1,796Feb 23, 2026Updated last month
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,180Mar 31, 2026Updated last week
- 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.
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,319Jan 4, 2025Updated last year
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆291May 1, 2025Updated 11 months ago
- KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024☆90Feb 27, 2025Updated last year
- ☆37Mar 17, 2025Updated last year
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,960Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,130Updated this week
- A curated list for Efficient Large Language Models☆1,977Jun 17, 2025Updated 9 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆822Mar 6, 2025Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆145Dec 4, 2024Updated 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.
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆282Mar 6, 2025Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆181Jul 12, 2024Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆168Oct 13, 2025Updated 5 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆52Dec 17, 2024Updated 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
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆336Jul 2, 2024Updated last year
- ☆52May 13, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆279Aug 31, 2024Updated last year
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Nov 9, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆276Jul 6, 2025Updated 9 months ago
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆34May 28, 2025Updated 10 months ago
- ☆84Apr 18, 2025Updated 11 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,273Apr 4, 2026Updated last week
- ☆65Apr 26, 2025Updated 11 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆251Dec 16, 2024Updated last year
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆60Jul 23, 2024Updated last year