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Add support for local/other LLMs #4
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Add support for local/other LLMs
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Wavecoder: https://arxiv.org/pdf/2312.14187.pdf |
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Experimentation in progress
NSQL, https://huggingface.co/NumbersStation/nsql-6B
dataset used:
Initial benchmark shared:
Few-shot prompting, TBD more details
Fine-tune, in--progress TBD more details
NumbersStation/nsql-llama-2-7B LLAMA2 version:
https://www.numbersstation.ai/post/nsql-llama-2-7b
SQLCoder2, https://x.com/rishdotblog/status/1709574909234712963?s=12&t=ljP6NxOMY7vMgYSITKIO4A
sqlcoder-34b-alpha, https://huggingface.co/defog/sqlcoder-34b-alpha
Flan-T5, briefly explored, looks promising
RESDSQL-3B, pending
LAMA2, https://arxiv.org/pdf/2307.09288.pdf
Mixtral 8x7B https://x.com/GuillaumeLample/status/1734216551752929319?s=20
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