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how does Vertex compare to GPT in terms of quality of output? Also do you use it as it is, or do any fine tuning?


Quality of output is at same level as GPT. The biggest issues for us:

1. text-bison limited to 1024 output tokens.

2. Output format we ask for JSON. But it is not valid json many times (, after last element, missing } after element etc). We have to write our own parsing code in the end to work around these JSON format issues.




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