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Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Minimalistic large language model 3D-parallelism training
PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.
This repository is established to store personal notes and annotated papers during daily research.
🚀 AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Vi…
NS3 implementation of Homa Transport Protocol
A NS-3 implementation of Poseidon congestion control algorithm (NSDI 2023).
Generate conventional git commit messages with AI in 1 second 🤯🔫
A tutorial on RDMA based programming using code examples
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
Deep Learning Energy Measurement and Optimization
ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
AI education materials for Chinese students, teachers and IT professionals.
Emulator for rapid prototyping of Software Defined Networks