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Personagpt

Developed by af1tang
PersonaGPT is an open-domain dialogue agent capable of generating personalized responses based on personality traits and controlling dialogue direction through action codes.
Downloads 260
Release Time : 3/2/2022

Model Overview

A dialogue model based on the GPT-2 architecture, supporting personalized decoding and controlled response generation, suitable for open-domain dialogue scenarios.

Model Features

Personalized Decoding
Can generate dialogue responses that align with predefined personality traits
Controlled Response Generation
Controls dialogue direction through action codes to achieve goal-oriented conversations
Multi-turn Dialogue Support
Maintains dialogue history context for up to 1000 tokens

Model Capabilities

Personalized Dialogue Generation
Goal-oriented Dialogue Control
Multi-turn Dialogue Maintenance
Open-domain Dialogue

Use Cases

Social Dialogue
Personalized Chatbot
Sets specific personas for chatbots to engage in natural conversations
Examples show the bot can maintain consistent personality traits across multi-turn dialogues
Dialogue Research
Dialogue Strategy Testing
Uses action codes to test the effectiveness of different dialogue strategies
Examples demonstrate the ability to control dialogue direction through preset actions
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