HugoZHL / PQCacheLinks
[SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference
☆66Updated 2 months ago
Alternatives and similar repositories for PQCache
Users that are interested in PQCache are comparing it to the libraries listed below
Sorting:
- ☆131Updated last month
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆151Updated last year
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆75Updated last week
- ☆113Updated 9 months ago
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆52Updated 2 months ago
- Stateful LLM Serving☆81Updated 5 months ago
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆17Updated 5 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆43Updated 8 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆176Updated 11 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆62Updated 9 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆183Updated 3 weeks ago
- ☆68Updated last year
- ☆54Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆27Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆217Updated last year
- High performance Transformer implementation in C++.☆129Updated 7 months ago
- ☆42Updated 2 months ago
- ☆44Updated 3 weeks ago
- Summary of some awesome work for optimizing LLM inference☆101Updated 2 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆57Updated 9 months ago
- A lightweight design for computation-communication overlap.☆157Updated last week
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆198Updated last month
- ☆75Updated 3 years ago
- ☆120Updated 10 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆266Updated 5 months ago
- LLM serving cluster simulator☆108Updated last year
- An experimentation platform for LLM inference optimisation☆33Updated 11 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆240Updated 2 months ago
- ☆24Updated last year
- Curated collection of papers in MoE model inference☆235Updated 3 weeks ago