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Hi, cool stuff! Which LLM is being used in the background? I may have missed that info in the readme. Thanks!
by pfd1986 4y ago
Hi, cool stuff! Which LLM is being used in the background? I may have missed that info in the readme. Thanks!
- bluecoconut 4y agoThanks! Right now this is running off of GPT-3 (`text-davinci-003`) and via a small code change can run on codex (`code-davinci-002`) but the quality only improves a little bit with that change. That said, this is the first version to show that the interface is viable; we are currently working on training our own foundation model on a hybrid tokenization of data and word tokens. I hope to improve this same toolkit in the future with these new models of our own that we are training.
- swyx 4y agodigging thru the code https://github.com/approximatelabs/sketch/blob/9d567ec161015d54107aae5e10f242ab630759b3/sketch/pandas_extension.py#L184 https://github.com/approximatelabs/sketch/blob/9d567ec161015... this seems to be using their gpt3 frameowrk: https://github.com/approximatelabs/lambdaprompt https://github.com/approximatelabs/lambdaprompt which uses text-davinci-003 by default https://github.com/approximatelabs/lambdaprompt/blob/main/lambdaprompt/gpt3.py https://github.com/approximatelabs/lambdaprompt/blob/main/la...