lambda7xx / awesome-AI-system
paper and its code for AI System
☆210Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-AI-system
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆166Updated this week
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆126Updated 3 weeks ago
- ☆42Updated last month
- A low-latency & high-throughput serving engine for LLMs☆231Updated last month
- Curated collection of papers in machine learning systems☆156Updated last month
- Dynamic Memory Management for Serving LLMs without PagedAttention☆222Updated this week
- This repository is established to store personal notes and annotated papers during daily research.☆86Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆348Updated 2 months ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆142Updated 2 years ago
- A fast communication-overlapping library for tensor parallelism on GPUs.☆217Updated last week
- ☆55Updated 2 years ago
- High performance Transformer implementation in C++.☆78Updated last month
- A large-scale simulation framework for LLM inference☆271Updated 3 weeks ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆79Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆62Updated 2 weeks ago
- LLM serving cluster simulator☆74Updated 6 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆75Updated 3 months ago
- Efficient and easy multi-instance LLM serving☆192Updated this week
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆177Updated last year
- ☆499Updated 2 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆310Updated last month
- A curated list of awesome projects and papers for distributed training or inference☆195Updated last month
- A resilient distributed training framework☆85Updated 6 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆105Updated 10 months ago
- ☆82Updated 5 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆287Updated last month
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆99Updated 8 months ago
- ☆51Updated last month
- ☆70Updated 2 years ago
- Ultra-Fast and Cheaper Long-Context LLM Inference☆194Updated this week