This seems like a great base model, although I wonder if text-to-sql is good use case for small models.
We are also building a tool in the space and I regularly wish gpt-4 to be even more knowledgable when answering. Even gpt 3.5 is not good enough for production.
Thanks! Yes, that was an earlier iteration. The v1 is here https://huggingface.co/chatdb/natural-sql-7b. Plan to push to Ollama soon and build an open source free tool around it.
This seems like a great base model, although I wonder if text-to-sql is good use case for small models. We are also building a tool in the space and I regularly wish gpt-4 to be even more knowledgable when answering. Even gpt 3.5 is not good enough for production.