Jiahui Niu's starred repositories
karpathy-lectures-notebooks
Jupyter notebooks accompanying Andrej Karpathy's neural network lectures. Includes extended notes and direct Colab links.
nn-zero-to-hero-notes
Jupyter Notebook notes on Andrej Karpathy's tutorial series, "Neural Networks: Zero to Hero."
LLMSys-PaperList
Large Language Model (LLM) Systems Paper List
nn-zero-to-hero
Neural Networks: Zero to Hero
Neural-Networks-on-Silicon
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
annotated-transformer
An annotated implementation of the Transformer paper.
AI-System-School
🚀 Awesome System for Machine Learning ⚡️ 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. 🧑💻 Video Tutorials.
llm-course-chn
chinese translation of llm-course
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
How_to_optimize_in_GPU
This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.
resource-stream
GPU programming related news and material links
awesomeMLSys
An ML Systems Onboarding list
flappy-bird-fpga
Flappy Bird game on FPGA
Awesome-LLM-Inference
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
2024-AICS-EXP
【2024年新版】国科大 陈云霁 智能计算系统AICS实验代码
awesome_lists
Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)