[ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection
☆159Feb 20, 2025Updated last year
Alternatives and similar repositories for Palu
Users that are interested in Palu 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] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆414Nov 20, 2025Updated 7 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆183Jul 12, 2024Updated last year
- xKV: Cross-Layer SVD for KV-Cache Compression☆52Jul 1, 2026Updated last week
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆91Oct 22, 2024Updated last year
- ☆321Jul 10, 2025Updated 11 months ago
- 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.
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆396Jul 10, 2025Updated 11 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆137Nov 26, 2025Updated 7 months ago
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆50Jun 19, 2024Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆721Apr 15, 2026Updated 2 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆524Aug 1, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆538Feb 10, 2025Updated last year
- [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2☆296Aug 28, 2025Updated 10 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆308May 1, 2025Updated last year
- 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.
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆152Aug 9, 2024Updated last year
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆57Mar 26, 2024Updated 2 years ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆53Oct 18, 2024Updated last year
- ☆47Nov 25, 2024Updated last year
- This repository provides the official implementation of QSVD, a method for efficient low-rank approximation that unifies Query-Key-Value …☆28May 16, 2026Updated last month
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆845Mar 6, 2025Updated last year
- KV cache compression for high-throughput LLM inference☆158Feb 5, 2025Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆129Jul 4, 2025Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,221Apr 8, 2026Updated 3 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆452Jun 17, 2026Updated 3 weeks ago
- ☆20Oct 13, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆281Aug 31, 2024Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆152Dec 4, 2024Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆55Aug 6, 2025Updated 11 months ago
- [NeurIPS2024] "Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design", Ruisi Cai, Yeonju Ro, Geon-Woo …☆16Dec 16, 2024Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆54Mar 27, 2024Updated 2 years ago
- ☆14Sep 7, 2024Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆114Dec 2, 2025Updated 7 months ago
- ☆23Jun 1, 2025Updated last year
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆656Sep 11, 2024Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Jul 19, 2024Updated last year
- [ICML 2025] CommVQ: Commutative Vector Quantization for KV Cache Compression☆27Sep 2, 2025Updated 10 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆342Jul 2, 2024Updated 2 years ago
- Awesome LLM compression research papers and tools.☆1,849Jun 30, 2026Updated last week