Comments (5)
@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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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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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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@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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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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Related Issues (20)
- Evaluation using vLLM and other tools HOT 1
- Test data error in executable parallel multiple function HOT 2
- distutils.errors.CompileError: command '/usr/bin/cc' failed with exit code 1
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- LangChain Integration of Gorilla OpenFunctions-v2 HOT 5
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- [BFCL] Is this the same data used for the leaderboard? HOT 3
- Goex Authentication Error HOT 4
- Possible answer for "parallel_function_29" HOT 2
- [feature] functions is deprecated, use tools instead HOT 1
- How to force function calling for Gorilla OpenFunctions-v2 HOT 3
- The Urban Dictionary from the RapidAPI is not serving, can't evaluate execution data HOT 2
- How to add a model that is not in vllm HOT 5
- [BFCL] Evaluation with Correct Precision Settings for Locally-Hosted Models HOT 1
- [feature] Integrate Unify AI to Expand API Access and Optimize Performance
- [feature] Add gpt-4o-2024-08-06 with strict: true in response_format
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