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@@ -35,18 +35,21 @@ and by the super-resolution registry code from the [Spandrel](https://github.com
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  - Organized hyperparameter management
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- > <details> <summary>Why not `diffusion`, `transformer`, `sgm`, `ldm`, `text`, hf.co folder-structure, (brand-specific trade word)</summary>
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  >
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  > - Exact frameworks (SGM/LDM/RectifiedFlow) includes too few
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  > - Diffusion/Transformer are too broad, share and overlap resources
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  > - Multimodal models complicate content terms (Text/Image/Vision/etc)
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- > - HF.CO names do all of this, inconsistent across folders/files
 
 
 
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  > - Impartiality
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  > </details>
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  > <details><summary>Why `unet`, `dit`, `lora` over alternatives</summary>
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  >
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- > - UNET/DiT are shared enough to be a genre but not too narrowly specific
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  > - Very similar technical process on this level
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  > - Functional and efficient for random lookups
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  > </details>
 
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  - Organized hyperparameter management
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+ > <details> <summary>Why not use `diffusion`/`sgm`, `ldm`/`text`/hf.co folder-structure/brand-specific trade word/preprint paper/development house/algorithm</summary>
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  >
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  > - Exact frameworks (SGM/LDM/RectifiedFlow) includes too few
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  > - Diffusion/Transformer are too broad, share and overlap resources
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  > - Multimodal models complicate content terms (Text/Image/Vision/etc)
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+ > - HF.CO names do all of this & become inconsistent across folders/files
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+ > - Development credit often shared (ex RunwayML with Stable Diffusion)
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+ > - Paper heredity would be a neat tree, but it complicates retrieval
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+ > - Algorithms (esp application) are less common knowledge, vague, ~~and I'm too smooth-brain.~~
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  > - Impartiality
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  > </details>
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  > <details><summary>Why `unet`, `dit`, `lora` over alternatives</summary>
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  >
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+ > - UNET/DiT/Transformer are shared enough to be genre-ish but not too narrowly specific
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  > - Very similar technical process on this level
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  > - Functional and efficient for random lookups
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  > </details>