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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Command-line program to download videos from YouTube.com and other video sites
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Models and examples built with TensorFlow
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Making large AI models cheaper, faster and more accessible
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
TensorFlow code and pre-trained models for BERT
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
OpenMMLab Detection Toolbox and Benchmark
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Distributed Task Queue (development branch)
State-of-the-art 2D and 3D Face Analysis Project
Image-to-Image Translation in PyTorch
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
《Designing Data-Intensive Application》DDIA 第一版 / 第二版 中文翻译
Xiaomi Home Integration for Home Assistant
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Stable Diffusion with Core ML on Apple Silicon
Datasets, Transforms and Models specific to Computer Vision