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feat: Support stable diffusion.cpp as a WasmEdge plugin #3405

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20 tasks
grorge123 opened this issue May 16, 2024 · 0 comments
Open
20 tasks

feat: Support stable diffusion.cpp as a WasmEdge plugin #3405

grorge123 opened this issue May 16, 2024 · 0 comments
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@grorge123
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enhancement New feature or request

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Summary

The primary objectives of this project are to create a WasmEdge plugin and an SDK to use these functions with the following features:

  • Support txt2img
  • Support img2img
  • Allow users to use Rust/C/C++ language to develop an application for using this plugin
  • Support convert

Details

Progress

  • Build stable-diffusion.cpp
    • Build from scratch
    • Using OpenBLAS
    • Using CUBLAS
    • Using HipBLAS
    • Using Metal
    • Using Flash Attention
  • WasmEdge plugin
    • Txt2img
    • Img2img
    • Convert
    • Adjust using threads
    • Adjust sampling-method
    • Adjust inference parameter
    • Quantization
    • Run with LoRA
    • Using TAESD to faster decoding
    • Using ESRGAN to upscale results
    • Using PhotoMaker to personalize image generation
  • Rust crate

Appendix

stable-diffusion.cpp
@grorge123 grorge123 added the enhancement New feature or request label May 16, 2024
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@grorge123