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I prefer to use local models when running data extraction or processing over 10k or more records. Hosted services would be slow and brittle at this point. Mist
by abdullin 3y ago
I prefer to use local models when running data extraction or processing over 10k or more records. Hosted services would be slow and brittle at this point.
Mistral 7B fine-tunes (OpenChat is my favorite) just chug through the data and get the job done.
Details: using vLLM to run the models. Using ChatGPT-4 to condense information for complex prompts (that the local models will execute).
I think, the situation will just keep on getting better with each month.