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We basically want to see what model performs the best out of the box on generating action events given reference window state, ref actions and active window state, because we don't know what models we would like to add to openadapt.ml_models.provider other than GPT-3.5/4 for fine tuning
Refer to #327 for a bare bones, simpler example of testing completions purely on GPT-3.5/4, and stateful.py for how event dicts are currently sanitized before being passed into the prompt.
Also serves as a good exercise for using different ML API's (HuggingFace and OpenAI) and understanding how completions are made.
Feature request
We basically want to see what model performs the best out of the box on generating action events given reference window state, ref actions and active window state, because we don't know what models we would like to add to
openadapt.ml_models.provider
other than GPT-3.5/4 for fine tuningRefer to #327 for a bare bones, simpler example of testing completions purely on GPT-3.5/4, and
stateful.py
for how event dicts are currently sanitized before being passed into the prompt.Also serves as a good exercise for using different ML API's (HuggingFace and OpenAI) and understanding how completions are made.
Motivation
Helpful for #379
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