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@@ -49,3 +49,15 @@ This model is fine-tuned from the meta-llama/Meta-Llama-3.1-8B base model to enh
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  - Token Limitations: With a max token limit of 512, the model might not handle very long queries or contexts effectively.
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  - Training Data Limitations: The model’s performance is contingent on the quality and coverage of the fine-tuning dataset, which may affect its generalizability to different contexts or medications not covered in the dataset.
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  - Potential Biases: As with any model fine-tuned on specific data, there may be biases based on the dataset used for training.
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - Token Limitations: With a max token limit of 512, the model might not handle very long queries or contexts effectively.
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  - Training Data Limitations: The model’s performance is contingent on the quality and coverage of the fine-tuning dataset, which may affect its generalizability to different contexts or medications not covered in the dataset.
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  - Potential Biases: As with any model fine-tuned on specific data, there may be biases based on the dataset used for training.
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+
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+ ---
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+ # Model Performace Evaluation:
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+ - Evaluation on 1000 Questions based on dataset (to evaluate the finetuned knowledge base)
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+ - Correct Responses: %
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+ - Incorrect Responses: %
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+
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+ <p align="center">
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+ <img src="" width="20%" style="display:inline-block;"/>
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+ <img src="" width="35%" style="display:inline-block;"/>
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+ <img src="" width="35%" style="display:inline-block;"/>
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+ </p>