Natural Functions

🚀 NaturalFunctions-7B

Mistral-7B finetuned for Function Calling

🚀 Quick Start

This is a model named NaturalFunctions-7B, which is a fine - tuned version of Mistral - 7B for function calling.

💻 Usage Examples

Basic Usage

System Prompt 1

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"
    ]
  }
}

System Prompt 2

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"
        ]
    }
}

📄 License

The project uses the Apache - 2.0 license.

📦 Related Datasets