Fine tuning code-bison model on Google Vertex AI

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I am trying to train a "code-bsion" model in Google vertex AI using "Generative studio" and custom code as mentioned in "https://cloud.google.com/vertex-ai/docs/generative-ai/models/tune-code-models". Used the exact same json as the example:

{"input_text": "How to create a product in Python with the Cloud Vision API?, "output_text": "code...."}

When I deploy this model and ask the same prompt "How to create a product in Python with the Cloud Vision API?", it does not give me the code block in the "output_text". It gives something else.

I also plan to use my own code templates. but, the the code-bison model does not even answer any of the "input_text" questions. It gives some other answer.

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