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Mochi Diffusion
Mochi Diffusion is a native macOS app that generates images locally using Stable Diffusion and FLUX models with hardware acceleration.
Mochi Diffusion is a native macOS application designed for generating images locally and completely offline. It uses Apple's Core ML Stable Diffusion implementation and the Iris pipeline to run FLUX.2 Klein models with Metal GPU acceleration. The app provides maximum performance and speed while reducing memory requirements on Apple Silicon hardware. Users can generate images based on text prompts, starting images, or using ControlNet models, and save outputs as PNG files complete with generation metadata. Built for Mac users wanting local AI image generation, Mochi Diffusion features a built-in gallery with import, save, and sync support.
Mochi Diffusion at a glance
Key features
- Generate images locally and completely offline
- Save generated images as PNG with settings
- Built-in gallery with import, save, and sync support
- Native macOS app interface using SwiftUI
- Support for Apple Core ML Stable Diffusion
- Support for FLUX.2 Klein models with Metal GPU
Use it for
- Generate AI images offline on macOS
- Run Stable Diffusion using Apple Silicon
- Manage generated images with a built-in gallery
- Create images using initial starting images or ControlNet
Alternatives to Mochi Diffusion
- DiffusionBee — Runs generative artificial intelligence locally without cloud uploads.
- Easy Diffusion — Hassle-free 1-click installation with no technical knowledge required.
- stable-diffusion.cpp — Runs diffusion models efficiently in pure C and C++ with no external dependencies.
- SwarmUI — It offers modular powertools and high performance for managing multiple AI models.
- Krita AI Diffusion — Enables precise control and efficient AI workflows inside Krita.
- Modly — Generates 3D models locally on your GPU for free without cloud processing.
- RunDiffusion — Consolidates diverse AI image and video models into one collaborative workspace.
- Flux — Runs via API or as open weights on your own infrastructure.
- Invoke — Offers an industry-leading web UI and a fully integrated unified canvas.
- SD.Next — Supports dozens of models and advanced quantization for low VRAM usage.
- ABrush — Generate and edit with many AI models without leaving Photoshop
- Nunchaku — It reduces memory usage and speeds up 4-bit diffusion models significantly.
All Mochi Diffusion alternatives