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feat: wire real checkpoints (nnUNet ISLES + DWI, SAM-Med3D), remove placeholder models
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# Model Checkpoints
Place model weights in the appropriate subdirectory:
## `sam_med3d/`
- `sam_med3d_turbo.pth` β€” SAM-Med3D Turbo weights (SA-Med3D-140K, ViT-B)
- Downloaded from: `maregu2023/sam_med3d_turbo.pth` on Hugging Face Hub
## `nnunet/`
- Copy your trained nnUNet v2 output folder here. Expected structure:
```
nnunet/
└── nnUNetTrainer__nnUNetPlans__3d_fullres/
β”œβ”€β”€ plans.json
β”œβ”€β”€ dataset.json
β”œβ”€β”€ fold_0/
β”‚ └── checkpoint_final.pth
β”œβ”€β”€ fold_1/
β”‚ └── checkpoint_final.pth
└── ...
```
## Important
- These files are NOT committed to git (see `.gitignore`)
- For HF Spaces deployment, upload weights to a HF model repo
and reference them via `HF_HUB_CONFIG` in `settings.py`