Imagem
MochiDiffusion
Run Stable Diffusion on Mac natively
★ 8,0 mil estrelasGPL-3.0
Ver o guia →ai-toolkit é um projeto de imagem de código aberto de ostris (ostris/ai-toolkit no GitHub). Tem 12.191 estrelas no GitHub e 1.548 forks, é publicado sob a licença MIT e foi atualizado pela última vez no GitHub em 27 de setembro de 2026.
The ultimate training toolkit for finetuning diffusion models
Generation studio, upscaler, background remover, or photo library — match the tool to the task.
Desktop apps, Docker images, and portable builds cover most platforms; pick the simplest for your OS.
Generation tools need checkpoint files; utilities like upscalers usually bundle everything.
Generate, enhance, or import — then export, share, or keep building your library.
Self-hosted managers with AI tagging, face recognition, and deduplication.
Single-job tools (upscale, de-background, restore) that do one thing excellently.
Bring any compatible open checkpoint; you are never locked to one vendor's style.
Your images stay on your machine — important for client work and privacy.
The defining trait of this whole category: professional results without monthly fees.
Edits stay reversible; originals are never touched.
Download the source and move into the project folder.
git clone https://github.com/ostris/ai-toolkit.git
cd ai-toolkitEvery project documents its own setup; start with install requirements.
cat README.md | head -60Follow the project's launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch commandIt is an open-source project at ostris/ai-toolkit with 1,548 forks. Check the repo's contributors and recent commits to see how active maintenance is.
MIT licensed — use it commercially, no strings attached.
Generation benefits hugely from one; upscalers and photo managers are far lighter.
For generation: a polished studio interface. For enhancement: a dedicated upscaler. For libraries: a photo manager.
With the right open checkpoints, absolutely — the interface matters less than the model you load.
Run Stable Diffusion on Mac natively
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
OneTrainer is a one-stop solution for all your Diffusion training needs.
A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion.
ControlNet — the original conditional control for diffusion models: steer Stable Diffusion with edges, depth, pose and scribbles instead of prompts alone, Apache-2.0
A general fine-tuning kit geared toward image/video/audio diffusion models.
Os outros projetos de Imagem com mais estrelas no catálogo do LibreAI — a lista realista de alternativas se ai-toolkit não for o ideal para você.
Stable Diffusion web UI
The node-graph powerhouse for precise, professional AI image and video generation.
High performance self-hosted photo and video management solution
PhotoCraft — a clean-room Photoshop reimplementation in pure Rust: layers, masks, adjustment layers, type, vectors, brushes and real PSD files, offline, MIT / Apache-2.0
Focus on prompting and generating
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Grátis e aberto: pegue o código-fonte, dê uma estrela no repositório e comece a criar.