Transition matrix vs underlying model?

You mentioned a transition matrix around fine tuning at the beginning. Are you learning the transition matrix and not the underlying model, is that correct? Also, curious about the OpenAI Gen Model in your diagram. Are there other inputs besides the embedding produce the final language?

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Regarding the OpenAI webinar - yes you can find the format in cells 7 and 10 here examples/02_pinecone-code-demo.ipynb at master · pinecone-io/examples · GitHub