ai-toolkit

A collection of AI scripts primarily used for Stable Diffusion models.

CommonProductImageMachine LearningImage Generation

ai-toolkit is a research-oriented GitHub repository created by Ostris, primarily used for experiments and training with Stable Diffusion models. It contains a variety of AI scripts that support model training, image generation, LoRA extraction, and more. The toolkit is still in development and may have some instability, but it offers rich features and high customizability.

Supports training and experimentation with Stable Diffusion models.
Provides LoRA and LoCON extractors for feature extraction and model optimization.
Includes a LoRA Slider Trainer to create sliders for adjusting specific features in images.
Supports model merging
enabling the fusion of multiple models through extended functionalities.
Offers VAE (Variational Autoencoder) training tools
although still under development.
Allows custom extensions
letting users develop new features according to their needs.
Provides detailed documentation and example configuration files to facilitate user learning and usage.

\The target audience primarily consists of AI researchers
machine learning engineers
and advanced users interested in Stable Diffusion models. These users typically require advanced operations such as model training
image generation
and feature extraction

Train a custom Stable Diffusion model using ai-toolkit to generate images in a specific style.
Utilize the LoRA extractor to optimize the feature extraction capabilities of an existing model
improving image recognition accuracy.
Create sliders using the LoRA Slider Trainer to control specific features in images
such as types of animals.

First
ensure your system meets the requirements to run ai-toolkit
including the appropriate Python version and Nvidia GPU.
Clone or download the ai-toolkit repository to your local environment.
Select an appropriate configuration file or create a new one based on your needs.

Visit

ai-toolkit Visit Over Time

Monthly Visits

494758773

Bounce Rate

37.69%

Page per Visit

5.7

Visit Duration

00:06:29

ai-toolkit Visit Trend

ai-toolkit Visit Geography

ai-toolkit Traffic Sources

ai-toolkit Alternatives

WithEden AI — Create comments on any webpage with a single click using AI.

Productivity•Social•Plugin

Quit Sugar — Reduce sugar intake, take control of your health.

Others•Health•Diet

Reach from SalesStream.ai — An incredibly simple email and SMS marketing builder for expert-level results.

Business•Marketing Automation•Customer Relationship Management

Steer — Smart writing assistant that enhances the professionalism of emails and messages.

Writing•Writing Enhancement•Email Optimization

Android XR by Google — A new generation platform designed for headsets and glasses

Others•Android•XR

Vesse Food Tracker — AI-powered food analysis and nutrition tracking application.

Others•Health•Nutrition

Just GPT It — A fun website that imitates ChatGPT.

Entertainment•Artificial Intelligence•Chatbot

Ray-Ban Meta Glasses — Smart glasses integrating AI, real-time translation, and music recognition features.

Productivity•Smart Glasses•Real-time AI

Cartesia — Real-time multimodal intelligence suitable for every device.

InternationalSelection•Intelligent Voice•Real-time Models

ChatHi — Multi-functional AI Intelligent Assistant Platform

chatting•Intelligent Assistant•Large Language Model

Fast PPT — AI One-Click Intelligent PPT Generator

ChineseSelection•PPT Creation•AI Technology

brainstormers — A mind-mapping tool based on LangChain and Streamlit

Productivity•Brainstorming•Innovation

ReelMagic — The world's first multi-agent AI video creation platform

Video•AI video creation•multi-agent AI

Gemini English Speaking Assistant — An English pronunciation correction tool based on Google Gemini AI

Education•English•Pronunciation Correction

Boltz-1 — The first truly open-source biomolecular structure prediction model

Others•Biomolecular structure prediction•AlphaFold3

Cantian AI — Personalized AI Bazi interpretation, an unprecedented fusion of traditional astrology and AI.

Entertainment•Bazi•Astrology

216

ComfyUI-IF_MemoAvatar — An expressive video generation tool based on memory-guided diffusion

Image•Image Generation•Video Production

Phi Open Models — Phi Open Models are powerful, cost-effective, low-latency small language models.

Productivity•Machine Learning•Small Language Models

PodRedit — A podcast sharing platform for discovering popular podcasts.

ChineseSelection•Podcasts•Audio

iMerch.ai — AI-driven one-stop e-commerce solution

Business•E-commerce•Supply Chain Management

NVIDIA Jetson Orin Nano Super Developer Kit — NVIDIA's most affordable generative AI supercomputer

Productivity•NVIDIA Jetson•Generative AI

CosyVoice 2 — Scalable streaming voice synthesis technology powered by large language models.

Productivity•Voice Synthesis•Streaming

Depth AI — An AI assistant for deep understanding of codebases.

Programming•AI Assistant•Code Understanding

Unitree RL GYM — Unitree robot platform for reinforcement learning

Programming•Unitree•Reinforcement Learning

Video to Article — Convert YouTube videos into SEO-optimized articles with a single click.

Writing•SEO•Content Conversion

Best AI Websites & Tools