GPT2-MI-Reflector

A gpt2 based motivational interviewing reflector

Given a prompt and a response, this GPT2 based transformer will generate a reflection. It was fine-tuned on prompt/response/reflection triplets so it should also be inferenced with the same input style. Examples are shown below.

The triplets this reflector was fine-tuned on focus on smoking-cessation. Given this, its best performance is when inferencing about smoking.

To properly inference model (as it was fine-tuned), use the following format:

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Prompt: ...Question from bot...

Response: ...Response from user...

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Example Prompt: paste two lines below and generate a reflection

Prompt: What do you want to change in your smoking?

Response: I want to smoke less often in my life, its become quite stressful for me.

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Model should generate a motivational interviewing adherent statement

This is the first model (of many!) that I'll upload to huggingface!