lambda7xx / awesome-AI-systemLinks
paper and its code for AI System
☆311Updated 2 months ago
Alternatives and similar repositories for awesome-AI-system
Users that are interested in awesome-AI-system 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…☆255Updated 3 months ago
- ☆595Updated last month
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆177Updated 8 months ago
- ☆72Updated 3 years ago
- High performance Transformer implementation in C++.☆125Updated 5 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆138Updated 11 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆128Updated this week
- nnScaler: Compiling DNN models for Parallel Training☆113Updated this week
- Summary of some awesome work for optimizing LLM inference☆77Updated 3 weeks ago
- Curated collection of papers in machine learning systems☆364Updated last week
- LLM serving cluster simulator☆106Updated last year
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆224Updated 2 weeks ago
- Curated collection of papers in MoE model inference☆197Updated 4 months ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆144Updated 3 years ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆107Updated 2 weeks ago
- Disaggregated serving system for Large Language Models (LLMs).☆617Updated 2 months ago
- A low-latency & high-throughput serving engine for LLMs☆380Updated 3 weeks ago
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆241Updated 5 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆396Updated 3 weeks ago
- A large-scale simulation framework for LLM inference☆387Updated 7 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆154Updated this week
- ☆103Updated 7 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆163Updated 9 months ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆367Updated 6 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆198Updated last week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- Efficient and easy multi-instance LLM serving☆437Updated this week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆487Updated 9 months ago
- ☆121Updated 5 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆459Updated this week