LLMs and MIMIC #1593
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Hello, I'm currently researching possibilities for LLMs working in intensive care. MIMIC and especially MIMIC-Note are of high interest for me in this field. However, I was wondering if there are any official guidelines yet in place for working with these models. I assume that I can't just send MIMIC Data over an API like langchain in order to feed them into a running model like ChatGPT. Locally training and running a model should be within the scope of possibilities however, correct? Data safety and reasonable care are high priorities in our research and we want to make sure we're operating within the given legal guidelines. Thanks so much in advance for the answer. |
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Thank you for being thoughtful about this!
For LLMs, we are carrying on with the principles behind that second point. So, as of now (July 2023), our stance is:
For the 2nd option, you often have to request to omit human review of the data. It's easy to do but it's an extra step. If the reasons are asked, they are two-fold: it's highly sensitive data, and you have not been granted the right to share the data with the humans for review. In general we try to keep data on HIPAA compliant cloud services, to be safe, but it's not a strict requirement. |
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Thank you for being thoughtful about this!
For LLMs, we are carrying on with the principles behind that second point. So, as of now (July 2023), our stance is: