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README.md

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+---
+license: other
+license_name: sam-license
+license_link: LICENSE
+base_model: facebook/sam3
+---
+
+# SlideForge SAM3 slide-component decoder
+
+Fine-tuned SAM3 decoder for perception-aligned slide decomposition
+(30.4M trainable parameters, 3.6% of the model; frozen vision-language
+backbone). Trained on 127 academic decks / 3,510 slides / 25,132
+component boxes over a 306-class open-vocabulary slide-component
+taxonomy. Mean IoU 0.873 on a slide-disjoint held-out split.
+
+Use with the base `facebook/sam3` checkpoint via the SlideForge
+pipeline: https://github.com/UIUC-MONET/SLIDEFORGE
+
+Paper: SlideForge: An LLM Agent for Controllable Editing of Slides as
+Structured Artifacts.