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gottlike avatar gottlike commented on July 16, 2024 4

@ShishirPatil Is it possible to train Gorilla myself to use non-public internal APIs? How would I best go about doing that?

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ShishirPatil avatar ShishirPatil commented on July 16, 2024 1

Hi @romilbhardwaj Thank you for your interest! Yes, we would love to have SkyPilot integrated into Gorilla! In #9 we detail how to submit APIs. The walk through in the data/README.md should be helpful. In case you run into any issues, or have any suggestions - let us know!

Excited to welcome SkyPilot API 🚀

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ShishirPatil avatar ShishirPatil commented on July 16, 2024 1

Hey @gottlike @CrustyCode and @AldiRvn. Yes, indeed. Step 1 would be to create data in the following (format)[https://github.com/ShishirPatil/gorilla/tree/main/data#option-1-api-json-preferred]. Once you have this, you would then train Gorilla using the classical perplexity loss for the zero shot setting. In case you want the model to be robust to frequent changes to API, then you would also throw in a retriever and adopt Retriever Aware Training (RAT). Hope this helps, happy to answer any questions!

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joemccann avatar joemccann commented on July 16, 2024

@ShishirPatil from the demo video on YouTube you show an example of calling AWS services like s3. Where in the repo is AWS? I only see models?

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ShishirPatil avatar ShishirPatil commented on July 16, 2024

Thanks for your interest @joemccann ! Yes, for the latest batch of models which includes the AWS, GCP, Azure, K8S, etc, we are in the process of releasing the data. You can use our models today, though. In case you haven't come across, the CLI tool is at https://github.com/gorilla-llm/gorilla-cli

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