openmlsys / openmlsys-en
《Machine Learning Systems: Design and Implementation》- English Version
☆17Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for openmlsys-en
- paper and its code for AI System☆210Updated 2 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…☆166Updated this week
- A large-scale simulation framework for LLM inference☆271Updated last month
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆98Updated 4 months ago
- Materials for learning SGLang☆78Updated this week
- A PyTorch-like deep learning framework. Just for fun.☆134Updated last year
- MagicPIG: LSH Sampling for Efficient LLM Generation☆44Updated 2 weeks ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆177Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆120Updated this week
- Dynamic Memory Management for Serving LLMs without PagedAttention☆226Updated this week
- ☆55Updated 2 years ago
- A low-latency & high-throughput serving engine for LLMs☆231Updated last month
- LLM Serving Performance Evaluation Harness☆54Updated 2 months ago
- A resilient distributed training framework☆85Updated 7 months ago
- ☆42Updated last month
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆74Updated last year
- ATC23 AE☆43Updated last year
- A curated list of awesome projects and papers for distributed training or inference☆195Updated last month
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆105Updated 10 months ago
- A repository sharing the literatures about large language models☆31Updated this week
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆46Updated 3 months ago
- ☆62Updated last month
- nnScaler: Compiling DNN models for Parallel Training☆62Updated 2 weeks ago
- Tutorials for writing high-performance GPU operators in AI frameworks.☆122Updated last year
- An experimentation platform for LLM inference optimisation☆25Updated last month
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆101Updated 2 months ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆56Updated 10 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆126Updated 3 weeks ago
- ☆499Updated 2 months ago
- ☆94Updated 9 months ago