HugoZHL / PQCacheLinks
[SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference
☆61Updated 3 weeks ago
Alternatives and similar repositories for PQCache
Users that are interested in PQCache are comparing it to the libraries listed below
Sorting:
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆65Updated last week
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆142Updated last year
- ☆120Updated 6 months ago
- ☆106Updated 8 months ago
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆44Updated 3 weeks ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆162Updated 3 weeks ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆41Updated 6 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆168Updated 9 months ago
- ☆64Updated last year
- Stateful LLM Serving☆76Updated 4 months ago
- ☆32Updated last year
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆207Updated last week
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆181Updated 9 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆216Updated last year
- ☆54Updated last year
- An experimentation platform for LLM inference optimisation☆31Updated 9 months ago
- ☆110Updated 9 months ago
- Curated collection of papers in MoE model inference☆204Updated 4 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…☆256Updated 4 months ago
- ☆19Updated 3 months ago
- High performance Transformer implementation in C++.☆125Updated 5 months ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆11Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆123Updated last year
- QJL: 1-Bit Quantized JL transform for KV Cache Quantization with Zero Overhead☆25Updated 5 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆303Updated this week
- ☆72Updated 3 years ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆26Updated last year
- 16-fold memory access reduction with nearly no loss☆100Updated 3 months ago
- nnScaler: Compiling DNN models for Parallel Training☆113Updated last week
- A lightweight design for computation-communication overlap.☆146Updated 3 weeks ago