lambda7xx / awesome-AI-system
paper and its code for AI System
☆262Updated this week
Alternatives and similar repositories for awesome-AI-system:
Users that are interested in awesome-AI-system are comparing it to the libraries listed below
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆213Updated last month
- A baseline repository of Auto-Parallelism in Training Neural Networks☆142Updated 2 years ago
- Curated collection of papers in machine learning systems☆222Updated last month
- Dynamic Memory Management for Serving LLMs without PagedAttention☆273Updated last month
- This repository is established to store personal notes and annotated papers during daily research.☆106Updated 3 weeks ago
- Disaggregated serving system for Large Language Models (LLMs).☆453Updated 5 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆142Updated 3 months ago
- High performance Transformer implementation in C++.☆99Updated last week
- ☆62Updated 2 years ago
- A low-latency & high-throughput serving engine for LLMs☆301Updated 4 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆133Updated 6 months ago
- ☆529Updated 4 months ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆205Updated last month
- ☆82Updated 2 months ago
- nnScaler: Compiling DNN models for Parallel Training☆87Updated 2 weeks ago
- A large-scale simulation framework for LLM inference☆316Updated 2 months ago
- Summary of some awesome work for optimizing LLM inference☆51Updated last month
- A curated list of awesome projects and papers for distributed training or inference☆209Updated 3 months ago
- LLM serving cluster simulator☆90Updated 9 months ago
- A fast communication-overlapping library for tensor parallelism on GPUs.☆280Updated 3 months ago
- Efficient and easy multi-instance LLM serving☆284Updated last week
- Curated collection of papers in MoE model inference☆41Updated last week
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆102Updated 6 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆80Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆136Updated 4 months ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆65Updated this week
- A resilient distributed training framework☆88Updated 9 months ago
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆153Updated 3 weeks ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆106Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆109Updated 11 months ago