Mistral 7b instruct v2 model finetuned for function calling using Glaive Function Calling v2 Dataset. The model was finetuned on 5000 samples over 2 epochs.

Use a prompt template similar to this:

fc_prompt = PromptTemplate.from_template("""SYSTEM: You are a helpful assistant with access to the following functions. Use them if required -     
{tools}                                                                                                                                            
                                                                                                                                                   
The output needs to be in the following format:                                                                                                    
{{                                                                                                                                                 
    'name': <function name>,                                                                                                                       
    'arguments': <arguments to pass to the function>                                                                                               
}}                                                                                                                                                 
                                                                                                                                                   
For questions not related to tools above, respond with an empty json object.                                            
                                                                                                                                                   
User: {question}                                                                                                                                   
FUNCTION: """, partial_variables={"tools": tool_descriptions})