[ICLR2025] Code and data for paper: Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
☆46Mar 10, 2025Updated last year
Alternatives and similar repositories for HeadKV
Users that are interested in HeadKV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆39Mar 17, 2025Updated last year
- A high-throughput LLM serving engine with non-uniform KV cache compression, built on vLLM☆16Sep 9, 2026Updated last month
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆243Aug 2, 2024Updated 2 years ago
- Accurate and fast KV cache compression with a gating mechanism☆33Jul 27, 2026Updated 3 months ago
- MEMORY CENTRIC SYSTEMS FOR AI(CSI6207-01) Lecture at Yonsei(20-1)☆12Apr 6, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated 2 years ago
- [ACL Findings 2026] Official Implementation of "FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acc…☆34Apr 14, 2026Updated 6 months ago
- The official repository for QWHA☆13Sep 17, 2025Updated last year
- ☆336Jul 10, 2025Updated last year
- Official implementation of LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents☆34Oct 23, 2026Updated last week
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆166Feb 20, 2025Updated last year
- ☆47Nov 25, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆544Feb 10, 2025Updated last year
- ☆21May 30, 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.
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆748Aug 16, 2026Updated 2 months ago
- Official code for AAAI2026 {Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Languag…☆13Nov 24, 2025Updated 11 months ago
- [ICML 2025] CoreMatching: Co-adaptive Sparse Inference Framework for Comprehensive Acceleration of Vision Language Model☆16May 27, 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)☆228Feb 11, 2026Updated 8 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- InstAttention: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference☆19Mar 30, 2025Updated last year
- ☆15May 27, 2025Updated last year
- Unified KV Cache Compression Methods for Auto-Regressive Models☆1,392Aug 13, 2026Updated 2 months ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆17Sep 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Jul 24, 2024Updated 2 years ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆110Aug 31, 2026Updated 2 months ago
- Token Omission Via Attention☆130Oct 13, 2024Updated 2 years ago
- [NeurIPS 2025] Multipole Attention for Efficient Long Context Reasoning☆27Dec 5, 2025Updated 10 months ago
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆37May 28, 2025Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆172Oct 13, 2025Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Apr 7, 2025Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆32Oct 20, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆62Feb 13, 2024Updated 2 years ago
- KV cache compression via sparse coding☆18Oct 26, 2025Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,231Oct 10, 2026Updated 3 weeks ago
- ☆26Jun 1, 2025Updated last year
- [NeurIPS 2024] Official Implementation of "Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models"☆11Apr 13, 2026Updated 6 months ago
- ☆50Oct 16, 2025Updated last year
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆94Dec 7, 2025Updated 10 months ago