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Easy Diffusion: · Oct 10, 2025

Post from Oct 10, 2025

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The design constraints for Easy Diffusion&rsquo;s next engine (i.e. sdkit v3) are: Lean: Install size of < 200 MB uncompressed (excluding models). Fast: Performance within 10% of the best-possible speed on that GPU for that model. Capable: Supports Stable Diffusion 1.x, 2.x, 3.x, XL, Flux, Chroma, ControlNet, LORA, Embedding, VAE. Supports loading custom model weights (from civitai etc), and…

The design constraints for Easy Diffusion’s next engine (i.e. sdkit v3) are:

  • Lean: Install size of < 200 MB uncompressed (excluding models).
  • Fast: Performance within 10% of the best-possible speed on that GPU for that model.
  • Capable: Supports Stable Diffusion 1.x, 2.x, 3.x, XL, Flux, Chroma, ControlNet, LORA, Embedding, VAE. Supports loading custom model weights (from civitai etc), and memory offloading (for smaller GPUs).
  • Targets: Desktops and Laptops, Windows/Linux/Mac, NVIDIA/AMD/Intel/Apple.

I think it’s possible, using ML compilers like TensorRT-RTX (and similar compilers for other platforms). See: Some notes on ML compilers.

Read on /blog/1760085894/

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