Open pramitchoudhary opened 1 year ago
Experimentation in progress
NSQL, https://huggingface.co/NumbersStation/nsql-6B dataset used: Initial benchmark shared:
[x] Few-shot prompting, TBD more details
[ ] Fine-tune, in--progress TBD more details
[x] NumbersStation/nsql-llama-2-7B LLAMA2 version: https://www.numbersstation.ai/post/nsql-llama-2-7b
[x] SQLCoder2, https://x.com/rishdotblog/status/1709574909234712963?s=12&t=ljP6NxOMY7vMgYSITKIO4A
[x] 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
Wavecoder: https://arxiv.org/pdf/2312.14187.pdf
Experimentation in progress
NSQL, https://huggingface.co/NumbersStation/nsql-6B dataset used:
Initial benchmark shared:
![Screen Shot 2023-07-06 at 10 41 10 PM (1)](https://github.com/h2oai/sql-sidekick/assets/1318029/3b8b0cad-a81a-47a7-9474-d69da69ba737)
[x] Few-shot prompting, TBD more details
[ ] Fine-tune, in--progress TBD more details
[x] NumbersStation/nsql-llama-2-7B LLAMA2 version: https://www.numbersstation.ai/post/nsql-llama-2-7b
[x] SQLCoder2, https://x.com/rishdotblog/status/1709574909234712963?s=12&t=ljP6NxOMY7vMgYSITKIO4A
[x] 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