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Llama 3.1 Nemoguard 8b Topic Control

Developed by nvidia
Llama-3.1-NemoGuard-8B-Topic-Control is a model designed for dialogue topic control, specifically tailored for task-oriented dialogue agents and custom policy-based moderation.
Downloads 965
Release Time : 1/15/2025

Model Overview

This model is used to review user prompts for topic and dialogue content during human-assistant interactions, ensuring compliance with topic rules defined in system instructions.

Model Features

Topic Control
Capable of reviewing user prompts based on system instructions to ensure dialogue content stays within specified topic boundaries.
Parameter-Efficient Fine-Tuning
Utilizes LoRa fine-tuning technology to achieve efficient training while maintaining the base model's performance.
Commercial Use Support
This model is ready for commercial use and is governed by the NVIDIA Open Model License.

Model Capabilities

Topic Review
Dialogue Content Filtering
Text Classification

Use Cases

Customer Support
Banking Assistant
Ensures user queries are limited to banking-related topics, blocking unrelated topics such as travel or cryptocurrency.
Improves dialogue relevance and efficiency
Content Moderation
Dialogue Safety Review
Reviews user input to ensure compliance with predefined content safety policies.
Reduces the risk of inappropriate content
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