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Dialogpt Small Creed Odyssey
DialoGPT-small is a pre-trained dialogue generation model released by Microsoft, optimized for multi-turn dialogue scenarios based on the GPT architecture.
Downloads 36
Release Time : 3/2/2022
Model Overview
DialoGPT is a variant of the GPT model specifically designed for generating dialogue content, capable of producing coherent and natural dialogue responses based on context. This project employs a transfer learning approach, fine-tuned on a small dataset for game dialogue generation.
Model Features
Dialogue-Optimized Architecture
Specially optimized based on the GPT architecture, excelling in handling multi-turn dialogue contexts.
Transfer Learning Friendly
Supports fine-tuning on small-scale domain-specific data.
Lightweight Version
The small version has fewer parameters, making it suitable for resource-constrained scenarios.
Model Capabilities
Multi-turn Dialogue Generation
Context-Aware Responses
Open-domain Dialogue
Style Transfer (via fine-tuning)
Use Cases
Game Development
NPC Dialogue Generation
Generates dialogue content for game characters that aligns with their settings.
Successfully replicated character styles in an Assassin's Creed fan project.
Virtual Assistants
Chatbot
Builds AI assistants with coherent dialogue capabilities.
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