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README.md
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---
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library_name: pytorch
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tags:
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- pathology
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- vision-language
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- whole-slide-imaging
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- report-generation
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- ablation
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---
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# SlideFlame
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This repository contains ablated variants of SlideFlame models for pathology
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whole-slide image report generation.
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SlideFlame is a slide-level vision-language model based on a Flamingo-style
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architecture. It combines patch-level and slide-level visual features with a
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language model to generate pathology reports from whole-slide image features.
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## Model Weights
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The checkpoint files are stored in the `weights/` directory:
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| Variant | File |
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| --- | --- |
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| SlideFlame-GWI | `weights/slideflame-GWI.pt` |
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| SlideFlame-GZI | `weights/slideflame-GZI.pt` |
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| SlideFlame-LWI | `weights/slideflame-LWI.pt` |
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| SlideFlame-LZI | `weights/slideflame-LZI.pt` |
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## Variant Names
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- `SlideFlame-GWI`: Global warm initialization variant
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- `SlideFlame-GZI`: Global zero initialization variant
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- `SlideFlame-LWI`: Local warm initialization variant
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- `SlideFlame-LZI`: Local zero initialization variant
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## Checksums
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SHA-256 checksums are provided in `checksums.txt`.
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