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Meta Llama 3 8B Instruct Function Calling Json Mode

Developed by hiieu
This model is fine-tuned based on meta-llama/Meta-Llama-3-8B-Instruct, specifically designed for function calling and JSON mode.
Downloads 188
Release Time : 4/20/2024

Model Overview

This is a fine-tuned model based on Llama-3-8B-Instruct, focusing on supporting function calling and JSON-formatted responses, suitable for dialogue scenarios requiring structured output.

Model Features

Function Calling Support
Supports two-step reasoning for function calling, capable of identifying user requests and generating corresponding function call formats.
JSON Mode Output
Can generate JSON-structured responses according to specified formats, facilitating programmatic processing.
Efficient Training
Trained using Unsloth and TRL libraries, achieving a 2x speed improvement.

Model Capabilities

Text generation
Function calling
Structured output generation
Dialogue system

Use Cases

Dialogue System
Weather Query Service
Implements weather information query functionality through function calling.
Can correctly generate function call formats for weather queries.
Structured Data Service
Provides JSON-formatted structured responses.
Can generate JSON responses according to specified formats.
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