burness

flops_profile

llm_notes

llm 从小兵到专家

awesome-mlops

A curated list of references for MLOps

AI-System

System for AI Education Resource.

alpa

Training and serving large-scale neural networks

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

burness

burness.github.io

note website

CppGuide

C/C++学习，后端开发进阶指南。

cuda_examples

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

example_cml

ggml

Tensor library for machine learning

incubator-brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services. "brpc" means "better RPC".

ludwig

Data-centric declarative deep learning framework

Megatron-LM

Ongoing research training transformer models at scale

mlops_tutorial

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

PGL

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Smart_container

🍰🍎ColugoMum--Intelligent Retail Settlement Platform can accurately locate and identify each commodity, and can return a complete shopping list and the actual total price of commodities that customers should pay.

TencentPretrain

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

tensorflow

Computation using data flow graphs for scalable machine learning

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

towhee

A framework that provides a simple API for developing ML-driven data processing and search pipelines.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

wine

wine prediction dataset