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All Algorithms implemented in Python
Stable Diffusion web UI
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
Making large AI models cheaper, faster and more accessible
High-Resolution Image Synthesis with Latent Diffusion Models
OpenMMLab Detection Toolbox and Benchmark
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
A high-throughput and memory-efficient inference and serving engine for LLMs
Generative Models by Stability AI
Image-to-Image Translation in PyTorch
deep learning for image processing including classification and object-detection etc.
Universal LLM Deployment Engine with ML Compilation
PyTorch implementations of Generative Adversarial Networks.
Datasets, Transforms and Models specific to Computer Vision
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
End-to-End Object Detection with Transformers
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Large Language Model Text Generation Inference
Hackable and optimized Transformers building blocks, supporting a composable construction.
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support