chenhongyu2048 / LLM-inference-optimization-paperLinks
Summary of some awesome work for optimizing LLM inference
☆92Updated 2 months ago
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
Sorting:
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆264Updated 5 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆138Updated last week
- Curated collection of papers in MoE model inference☆220Updated this week
- High performance Transformer implementation in C++.☆129Updated 6 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆147Updated last year
- paper and its code for AI System☆318Updated 3 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆238Updated last month
- A lightweight design for computation-communication overlap.☆155Updated last month
- ☆74Updated 3 years ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆115Updated this week
- ☆109Updated 8 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆172Updated last week
- LLM serving cluster simulator☆108Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆190Updated last week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆101Updated 3 weeks ago
- ☆13Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆62Updated last year
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆104Updated 2 months ago
- DeepSeek-V3/R1 inference performance simulator☆158Updated 4 months ago
- nnScaler: Compiling DNN models for Parallel Training☆114Updated this week
- ☆125Updated 3 weeks ago
- ☆83Updated 4 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆170Updated 10 months ago
- Stateful LLM Serving☆79Updated 4 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆215Updated 3 weeks ago
- LLM Inference analyzer for different hardware platforms☆82Updated 3 weeks ago
- ☆67Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆216Updated last year
- A baseline repository of Auto-Parallelism in Training Neural Networks☆144Updated 3 years ago
- ☆54Updated last year