Meta-Llama-3-8B-Instruct-function-calling-json-mode
| Property | Value |
|---|---|
| Parameter Count | 8.03B |
| Tensor Type | BF16 |
| Author | hiieu |
| Base Model | meta-llama/Meta-Llama-3-8B-Instruct |
What is Meta-Llama-3-8B-Instruct-function-calling-json-mode?
This is a specialized version of Meta's Llama 3 8B model, fine-tuned specifically for function calling and JSON mode operations. The model was trained using Unsloth and Huggingface's TRL library, achieving 2x faster training speeds while maintaining high-quality outputs.
Implementation Details
The model operates in two distinct modes: JSON mode for structured outputs and function calling mode for executing specific functions. It uses BFloat16 precision for efficient computation and memory usage while maintaining numerical stability.
- Built on the Meta-Llama-3-8B-Instruct base model
- Implements specialized function calling interface
- Supports structured JSON outputs
- Uses efficient BF16 tensor operations
Core Capabilities
- JSON-formatted response generation
- Two-step function calling execution
- Structured conversation handling
- System prompt integration
- Temperature and sampling control
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its specialized function calling capabilities and JSON mode support, making it particularly useful for applications requiring structured outputs or function execution within conversations.
Q: What are the recommended use cases?
The model is ideal for applications requiring structured data outputs, API integrations, chatbots with function execution capabilities, and systems needing formatted JSON responses.
