HugoZHL / PQCacheLinks
[SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference
☆73Updated last week
Alternatives and similar repositories for PQCache
Users that are interested in PQCache are comparing it to the libraries listed below
Sorting:
- ☆150Updated 4 months ago
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆98Updated 2 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆160Updated last year
- ☆124Updated last year
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆68Updated 5 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆44Updated 11 months ago
- ☆57Updated 2 weeks ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆237Updated 3 months ago
- Stateful LLM Serving☆88Updated 8 months ago
- ☆77Updated last month
- ☆19Updated 5 months ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆48Updated last month
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆191Updated last year
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆72Updated last month
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆31Updated last year
- ☆27Updated last year
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆24Updated last week
- ☆40Updated last year
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆63Updated last year
- ☆51Updated 2 months ago
- High performance Transformer implementation in C++.☆141Updated 10 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆220Updated 3 months ago
- A framework for generating realistic LLM serving workloads☆79Updated last month
- ☆27Updated 7 months ago
- ☆79Updated 3 years ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆223Updated 2 years ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆65Updated last week
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆257Updated last month
- ☆58Updated last year
- Compiler for Dynamic Neural Networks☆46Updated 2 years ago