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Madras1
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RobertaPhysicsClass

Text Classification
Safetensors
English
roberta
physics
science
data-cleaning
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  base_model: roberta-base
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  ---
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  # RobertaPhysics: Physics Content Classifier
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  This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) designed to distinguish between **Physics-related content** and **General/Non-Physics text**.
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  | **F1-Score** | **65.93%** | Harmonic mean of precision and recall. |
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  | **Validation Loss** | **0.1574** | Low validation error indicating stable convergence. |
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  ## 🏷️ Label Mapping
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  The model uses the following mapping for inference:
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  # Expected Output: [{'label': 'General', 'score': 0.86}]
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  ```
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- ![image](https://cdn-uploads.huggingface.co/production/uploads/6691fb6571836231e29eb5fb/f1W4pTrK3Yr_d_ILhYj8c.png)
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  ⚠️ Intended Use
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  Primary Use: Filtering datasets to retain physics-domain text.
 
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  base_model: roberta-base
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  ---
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/6691fb6571836231e29eb5fb/eeksAj0wC_vlwzCITr3Oo.png)
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  # RobertaPhysics: Physics Content Classifier
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  This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) designed to distinguish between **Physics-related content** and **General/Non-Physics text**.
 
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  | **F1-Score** | **65.93%** | Harmonic mean of precision and recall. |
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  | **Validation Loss** | **0.1574** | Low validation error indicating stable convergence. |
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/6691fb6571836231e29eb5fb/THTeXtbx41e9jxs_UGeJI.png)
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  ## 🏷️ Label Mapping
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  The model uses the following mapping for inference:
 
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  # Expected Output: [{'label': 'General', 'score': 0.86}]
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  ```
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/6691fb6571836231e29eb5fb/ba2PpICAPZaZmZAAOdZKu.png)
 
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  ⚠️ Intended Use
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  Primary Use: Filtering datasets to retain physics-domain text.