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API call is better than GPT-4, Microsoft developed Gorilla LLM

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API call is better than GPT-4, Microsoft developed Gorilla LLM

Microsoft Research recently teamed up with the University of California, Berkeley to develop a new large language model (LLM) called Gorilla, which is superior to GPT-4 in terms of accuracy and flexibility in API calls.

Microsoft Research said that even if the API documentation changes, the correct semantics and syntax can still be generated when calling the API.

Although GPT-4 is the most powerful LLM developed by OpenAI, it can control various scenarios such as text generation, translation language, and answer content. However, the API call is its shortcoming. It cannot understand the semantics of API calls and can only generate and API documents. similar text.

Gorilla LLM, developed by Microsoft Research, uses a technique called “retriever-aware training” to allow LLM to learn the semantics of API calls and generate semantically and grammatically correct text content.

In a recent study, Gorilla outperformed GPT-4 on various API calling tasks.

GPT-4 is 85% accurate in API calls, while Gorilla’s accuracy can reach 95%.

In addition, Gorilla also has a skill that GPT-4 does not have, which can generate correct API calls for APIs without training data sets.