π° Must-read papers on KV Cache Compression (constantly updating π€).
β725Apr 15, 2026Updated 3 months ago
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 πAwesome LLM KV Cache Papers with Codes.β460Jun 17, 2026Updated last month
- LLM KV cache compression made easyβ1,142Jul 9, 2026Updated last week
- The Official Implementation of Ada-KV [NeurIPS 2025]β139Nov 26, 2025Updated 7 months ago
- β324Jul 10, 2025Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Headsβ539Feb 10, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attentionβ¦β1,221Apr 8, 2026Updated 3 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cacheβ418Nov 20, 2025Updated 8 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding coβ¦β339Updated this week
- π° Must-read papers and blogs on Speculative Decoding β‘οΈβ1,276Jun 27, 2026Updated 3 weeks ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inferenceβ50Jun 19, 2024Updated 2 years ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.β528Aug 1, 2024Updated last year
- β39Mar 17, 2025Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inferenceβ400Jul 10, 2025Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projectionβ158Feb 20, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Awesome LLM compression research papers and tools.β1,853Jun 30, 2026Updated 3 weeks ago
- Unified KV Cache Compression Methods for Auto-Regressive Modelsβ1,352Jul 10, 2026Updated last week
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inferenceβ310May 1, 2025Updated last year
- KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024β89Feb 27, 2025Updated last year
- π° Must-read papers and blogs on LLM based Long Context Modeling π₯β2,146Jul 1, 2026Updated 2 weeks ago
- πA curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.πβ5,404Jun 23, 2026Updated 3 weeks ago
- A curated list for Efficient Large Language Modelsβ2,023Jun 17, 2025Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decodingβ154Dec 4, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Seβ¦β850Mar 6, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of papβ¦β284Mar 6, 2025Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLMβ183Jul 12, 2024Updated 2 years ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Modelsβ61Jul 23, 2024Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inferenceβ170Oct 13, 2025Updated 9 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top ofβ¦β153Aug 9, 2024Updated last year
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)β54Dec 17, 2024Updated last year
- [ICLR 2025π₯] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Modelsβ27Jul 7, 2025Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Servingβ343Jul 2, 2024Updated 2 years ago
- β89Apr 18, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoringβ280Jul 6, 2025Updated last year
- [NeurIPS'25 Oral] Query-agnostic KV cache eviction: 3β4Γ reduction in memory and 2Γ decrease in latency (Qwen3/2.5, Gemma3, LLaMA3)β224Feb 11, 2026Updated 5 months ago
- β53May 13, 2024Updated 2 years ago
- [EMNLP 2024 Findingsπ₯] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inβ¦β103Nov 9, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decodingβ281Aug 31, 2024Updated last year
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generationβ36May 28, 2025Updated last year
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMsβ213Jul 10, 2026Updated last week