glaive-function-calling-v1
| Property | Value |
|---|---|
| Parameter Count | 2.7B |
| Base Model | replit-code-v1-3b |
| License | cc-by-sa-4.0 |
| Primary Use Case | Function Calling & API Integration |
What is glaive-function-calling-v1?
glaive-function-calling-v1 is a specialized language model designed specifically for function calling capabilities. Built on the replit-code-v1-3b architecture, this 2.7B parameter model has been trained using Glaive's synthetic data generation platform to achieve function calling abilities comparable to GPT-3.5 and GPT-4.
Implementation Details
The model implements a straightforward yet powerful approach to function calling, using PyTorch and the Transformers library. It processes conversations through a structured prompt format that includes system instructions, user inputs, and function specifications. The model responds with clearly marked function calls using the '
- Built with PyTorch and Transformers library
- Supports multi-turn conversations
- Implements structured prompt formatting
- Uses half-precision (FP16) for efficient inference
Core Capabilities
- Function calling with GPT-3.5/4-like capabilities
- Multi-turn conversation support
- Structured JSON response format
- Intelligent function execution timing
- Custom function definition support
Frequently Asked Questions
Q: What makes this model unique?
This model is specifically optimized for function calling tasks, making it more efficient and focused compared to general-purpose language models. It's designed to be a specialized tool rather than a jack-of-all-trades solution.
Q: What are the recommended use cases?
The model is ideal for applications requiring API integration, automated task execution, and structured function calling. It's particularly well-suited for chatbots that need to interact with external services and APIs.
