chenhongyu2048 / LLM-inference-optimization-paper
Summary of some awesome work for optimizing LLM inference
☆69Updated last week
Alternatives and similar repositories for LLM-inference-optimization-paper:
Users that are interested in LLM-inference-optimization-paper are comparing it to the libraries listed below
- This repository is established to store personal notes and annotated papers during daily research.☆117Updated this week
- High performance Transformer implementation in C++.☆118Updated 3 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…☆246Updated last month
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆122Updated 9 months ago
- ☆95Updated 5 months ago
- nnScaler: Compiling DNN models for Parallel Training☆107Updated this week
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆163Updated 6 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆154Updated 7 months ago
- Stateful LLM Serving☆63Updated last month
- ☆59Updated 10 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆162Updated 9 months ago
- Curated collection of papers in MoE model inference☆150Updated 2 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated 10 months ago
- LLM serving cluster simulator☆97Updated 11 months ago
- ☆58Updated 3 weeks ago
- ☆102Updated 3 months ago
- paper and its code for AI System☆293Updated last week
- ☆70Updated 3 years ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆112Updated 2 months ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆89Updated 2 weeks ago
- ☆98Updated 6 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆52Updated 8 months ago
- ☆12Updated 9 months ago
- Implement Flash Attention using Cute.☆76Updated 4 months ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆34Updated last week
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆25Updated 11 months ago
- DeepSeek-V3/R1 inference performance simulator☆113Updated 3 weeks ago
- A low-latency & high-throughput serving engine for LLMs☆346Updated this week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆85Updated 3 months ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆144Updated 2 years ago