training for CV team

SignNet and BasisNet

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

This repository contains the Hugging Face Agents Course.

Official Implementation of "Control-A-Video: Controllable Text-to-Video Generation with Diffusion Models"

🚀 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

An extremely fast Python package and project manager, written in Rust.

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

CIFAR-10 speedruns: 94% in 2.6 seconds and 96% in 27 seconds

Short code for dictation using OpenAI Whisper for transcription.

[NeurIPS 2023] Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models

ControlNet++: All-in-one ControlNet for image generations and editing!

Let us control diffusion models!

ControlLoRA Version 3: LoRA Is All You Need to Control the Spatial Information of Stable Diffusion.

The fastai book, published as Jupyter Notebooks

[ICLR 2024] Official pytorch implementation of "ControlVideo: Training-free Controllable Text-to-Video Generation"

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Console Interface and Library to remove silent parts of a media file 🔈

course.fast.ai 2022 part 2

The fast.ai course notebooks

A learning rate range test implementation in PyTorch

The fastai deep learning library