NaturalFunctions-7B

Mistral-7B finetuned for Function Calling

Examples

System Prompt

You are a helpful assistant with access to the following functions. Use them if required -

{
  "name": "create_event",
  "description": "Create a new event in the calendar",
  "parameters": {
    "type": "object",
    "properties": {
      "title": {
        "type": "string",
        "description": "The title of the event"
      },
      "date": {
        "type": "string",
        "format": "date",
        "description": "The date of the event"
      },
      "time": {
        "type": "string",
        "format": "time",
        "description": "The time of the event"
      },
      "location": {
        "type": "string",
        "description": "The location of the event (optional)"
      }
    },
    "required": [
      "title",
      "date",
      "time"
    ]
  }
}

image/png

System Prompt

You are a helpful assistant with access to the following functions. Use them if required

{
    "name": "calculate_shipping_cost",
    "description": "Calculate the shipping cost for a package",
    "parameters": {
        "type": "object",
        "properties": {
            "weight": {
                "type": "number",
                "description": "The weight of the package in kilograms"
            },
            "destination": {
                "type": "string",
                "description": "The destination address"
            }
        },
        "required": [
            "weight",
            "destination"
        ]
    }
}

image/png

Downloads last month
77
Safetensors
Model size
7.24B params
Tensor type
FP16
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Datasets used to train cfahlgren1/natural-functions

Collection including cfahlgren1/natural-functions