Arch-Function-Chat-3B
| Property | Value |
|---|---|
| Author | Katanemo |
| Model Size | 3B parameters |
| License | Katanemo License |
| Hugging Face | Model Repository |
What is Arch-Function-Chat-3B?
Arch-Function-Chat-3B is an advanced language model that extends Katanemo's original Arch-Function collection, specifically designed for enhanced function calling capabilities with added conversational abilities. This model maintains state-of-the-art function calling performance while introducing sophisticated features for real-world applications.
Implementation Details
The model is implemented using the Hugging Face transformers library (requires version >=4.37.0) and features a specialized prompt format that enables JSON output similar to OpenAI's function calling structure. It's designed to work with structured function definitions provided in XML tags and can process complex multi-turn interactions.
- Custom prompt template system for consistent function calling
- JSON-based response formatting
- Integrated with Hugging Face's transformers library
- Automated parameter handling and validation
Core Capabilities
- State-of-the-art function calling accuracy
- Natural follow-up question generation for missing information
- Human-friendly response interpretation
- Context maintenance across complex interactions
- Seamless integration with the Arch Gateway AI-native proxy
Frequently Asked Questions
Q: What makes this model unique?
The model's unique strength lies in its ability to combine precise function calling with natural conversation flow. It can identify missing parameters and generate appropriate follow-up questions while maintaining context throughout the interaction.
Q: What are the recommended use cases?
The model is ideal for building API interfaces, creating conversational agents that need to make function calls, and developing AI-powered tools that require both structured function calling and natural language understanding. It's particularly well-suited for integration with the Arch Gateway for building AI-native applications.
