| # PROJECT KNOWLEDGE BASE |
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| ## OVERVIEW |
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| ComfyUI upscale-model collection containing binary checkpoints and upstream DAT, HAT, and Omni-SR implementations. This is a model distribution/staging repository, not workspace application code. |
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| ## WHERE TO LOOK |
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| | Task | Location | Notes | |
| |------|----------|-------| |
| | Identify model provenance | `README.md` | Links to original projects/model cards | |
| | Use standalone checkpoints | root `*.pth` files | Copy into `ComfyUI/models/upscale_models/` | |
| | Inspect DAT implementation | `DAT/` | Upstream code and its own conventions | |
| | Inspect HAT implementation | `HAT/` | Upstream code and its own conventions | |
| | Inspect Omni-SR implementation | `Omni-SR/` | Upstream code and its own conventions | |
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| ## CONVENTIONS |
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| - Preserve checkpoint filenames; downstream ComfyUI workflows may reference them directly. |
| - Keep provenance/citation links in `README.md` when adding or replacing a model. |
| - Treat each implementation directory as upstream code, not a shared workspace utility. |
| - Keep model binaries under Git LFS policy; verify pointer/content state before transfers. |
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| ## ANTI-PATTERNS |
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| - Do not recursively inspect, reformat, or rewrite model checkpoints. |
| - Do not add Gwanbo-specific orchestration inside DAT, HAT, or Omni-SR sources. |
| - Do not silently replace a checkpoint under an existing filename. |
| - Do not copy these binaries into application, OCR, or restoration source repositories. |
| - Do not run training or broad model downloads without explicit operator intent. |
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| ## NOTES |
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| No unified test or build command exists at this root. Follow the selected upstream implementation only when modifying that implementation itself. |
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