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  1. README.md +1 -1
  2. model_cards/ovl_classifier.md +3 -2
README.md CHANGED
@@ -80,7 +80,7 @@ Olfaction-Vision-Language-Classifier-Models/
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  If you use any of these models, please cite:
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  ```
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  @misc{france2025ovlclassifiers,
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- title = {Scentience-OVLE-v1: Joint Olfaction-Vision-Language Classifiers},
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  author = {Kordel Kade France},
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  year = {2025},
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  howpublished = {Hugging Face},
 
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  If you use any of these models, please cite:
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  ```
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  @misc{france2025ovlclassifiers,
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+ title = {Scentience-OVLC-v1: Joint Olfaction-Vision-Language Classifiers},
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  author = {Kordel Kade France},
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  year = {2025},
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  howpublished = {Hugging Face},
model_cards/ovl_classifier.md CHANGED
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- # Model Card: Scentience-OVLE-Large-v1
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  ## Model Details
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  - **Fusion strategy:** Joint embedding space via multimodal contrastive training
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  - **Parameter Count (Base):** 29.9M (without CLIP), 181.2M (with CLIP)
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  - **Parameter Count (GAT):** 143.2M (without CLIP), 294.5M (with CLIP)
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- - **Embedding Dimension:** 2048
 
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  - **License:** MIT
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  - **Contact:** kordel@scentience.ai, kordel.france@utdallas.edu
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+ # Model Card: Scentience-OVLEC-v1
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  ## Model Details
 
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  - **Fusion strategy:** Joint embedding space via multimodal contrastive training
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  - **Parameter Count (Base):** 29.9M (without CLIP), 181.2M (with CLIP)
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  - **Parameter Count (GAT):** 143.2M (without CLIP), 294.5M (with CLIP)
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+ - **Embedding Dimension:** 512
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+ - **Output Dimension:** 1 (single probability/logit)
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  - **License:** MIT
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  - **Contact:** kordel@scentience.ai, kordel.france@utdallas.edu
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