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Update README.md
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README.md
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### Use Cases
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1. **High-Throughput Screening in Drug Discovery:** The distilled ProtGPT2
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2. **Portable Diagnostics in Healthcare:**
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3. **Interactive Learning Tools in Academia:**
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### References
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- Hinton, G., Vinyals, O., & Dean, J. (2015). Distilling the Knowledge in a Neural Network. arXiv:1503.02531.
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```
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### Use Cases
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1. **High-Throughput Screening in Drug Discovery:** The distilled ProtGPT2 facilitates rapid mutation screening in drug discovery by predicting protein variant stability efficiently. Its reduced size allows for swift fine-tuning on new datasets, enhancing the pace of target identification.
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2. **Portable Diagnostics in Healthcare:** Suitable for handheld devices, this model enables real-time protein analysis in remote clinical settings, providing immediate diagnostic results.
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3. **Interactive Learning Tools in Academia:** Integrated into educational software, the distilled model helps biology students simulate and understand protein dynamics without advanced computational resources.
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### References
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- Hinton, G., Vinyals, O., & Dean, J. (2015). Distilling the Knowledge in a Neural Network. arXiv:1503.02531.
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