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  <img src="https://elhsi.com/static/images/llama1-500x300.jpg" alt="Llama fine-tuned LLM" width="500">
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- <mark>Enabling you to conduct cutting-edge LLM clinical research, generate new GenAI knowledge, and publish papers in top journals.</mark>
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  New clinical evidence and knowledge are needed for every disease in the following areas, which you can explore using fine-tuned open-source LLMs controlled by you:
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  <b>Preclinically Validated Fine-Tuned Llama3.1-8B Open Models</b>
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- Accuracy comparison before and after fine-tuning using synthetic patient data for selected diseases (ongoing updates). More information on [ELHS platform fine-tuned LLMs page](https://elhsi.com/myllm/finetuned).
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  </div>
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  |Disease |Task |Accuracy Before Fine-tuning |Accuracy After Fine-tuning |
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  |Nasopharyngeal Carcinoma |Predict Nasopharyngeal Carcinoma |>60% |>90% |
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  ## Contact for Collaboration
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  For collaboration on GenAI studies and applications or any technical questions, visit our [ELHS GenAI Copilot Platform](https://elhsi.com).
 
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  <img src="https://elhsi.com/static/images/llama1-500x300.jpg" alt="Llama fine-tuned LLM" width="500">
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+ <mark>Enabling you to conduct cutting-edge LLM clinical research, generate new GenAI knowledge, and publish papers in top journals. More information on [ELHS platform fine-tuned LLMs page](https://elhsi.com/myllm/finetuned).</mark>
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  New clinical evidence and knowledge are needed for every disease in the following areas, which you can explore using fine-tuned open-source LLMs controlled by you:
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  <b>Preclinically Validated Fine-Tuned Llama3.1-8B Open Models</b>
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+ Accuracy comparison before and after fine-tuning using synthetic patient data for selected diseases (ongoing updates).
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  </div>
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  |Disease |Task |Accuracy Before Fine-tuning |Accuracy After Fine-tuning |
 
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  |Nasopharyngeal Carcinoma |Predict Nasopharyngeal Carcinoma |>60% |>90% |
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  ## Contact for Collaboration
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  For collaboration on GenAI studies and applications or any technical questions, visit our [ELHS GenAI Copilot Platform](https://elhsi.com).