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Gorilla Models

Gorilla: Large Language Model Connected with Massive APIsGorilla is specifically finetuned to generate API callsIt uses a LLaMA-7B base model and is finetuned it on 1,645 API calls from Torch Hub, TensorFlow Hub, and HuggingFace.Notice that is has the same weightwatcher alpha and Dks as the LLaMA-7B base model, and themodel still contains a large bumber of layers with very high alphas.This means that fine tuning did not change the model that much.Weightwatcher can detect broad changes in models, but these coarse grain metrics arenot sensitive enough (yet) to evaluate small changes with fine-tuning.(For this, we recommend a distance metric)
Primary Reference: https://shishirpatil.github.io/gorilla/
Secondary Reference: https://github.com/ShishirPatil/gorilla
Paper: Gorilla: Large Language Model Connected with Massive APIs

Gorilla Models Included

• gorilla-7b

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Gorilla Model Set Plots

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