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README.md
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- Organized hyperparameter management
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> <details> <summary>Why not `diffusion
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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
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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
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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>
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