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content/blog/2025-11-19-1763531042.md

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@@ -16,7 +16,7 @@ But I think it's better to use the simpler option first, i.e. use `stable-diffus
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Here's a possible roadmap instead:
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1. **sdkit v3** - Use `stable-diffusion.cpp`, and change whatever's necessary to support Easy Diffusion's requirements. Upstream the changes where possible.
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2. **sdkit v4** - Develop [graph-compiler](https://github.com/cmdr2/graph-compiler) further to generate ggml automatically from onnx (for the required models). This will bypass the need for hand-written models like in sd.cpp, and enable further high-level optimizations that'll run automatically on the graph.
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2. **sdkit v4** - Develop [graph-compiler](https://github.com/cmdr2/graph-compiler) further to generate ggml automatically from onnx (for the required models). This will bypass the need for hand-written ports of models like in sd.cpp, and enable further high-level optimizations that'll run automatically on the graph.
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3. **sdkit v5** - Add automatic GPU kernel code-generation in `graph-compiler`, bypassing the need for hand-written kernels like in ggml. This will enable further low-level optimizations around tiling, fusion, memory transfers etc.
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The benefits are:

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