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Lamini GPT 774M

Developed by MBZUAI
Based on the gpt2-large architecture, fine-tuned on 2.58 million instruction-tuning samples, this 774M-parameter language model is suitable for natural language instruction response tasks
Downloads 862
Release Time : 4/15/2023

Model Overview

This model is part of the LaMini-LM series with a GPT-2 architecture, specifically optimized for instruction response tasks, capable of generating natural language text that conforms to human instructions

Model Features

Instruction Tuning Optimization
Fine-tuned on a dedicated dataset containing 2.58 million instructions, significantly improving instruction-following capabilities
Lightweight Architecture
With a moderate parameter count (774M) compared to similar large models, it achieves a balance between resource consumption and performance
Format Compatibility
Supports standard instruction-response interaction formats, enabling seamless integration with existing dialogue systems

Model Capabilities

Natural Language Understanding
Instruction Response Generation
Text Completion
Knowledge Q&A

Use Cases

Intelligent Assistant
Health Advice Generation
Generates personalized recommendations based on user health inquiries
Examples demonstrate the ability to generate structured health guidance plans
Content Creation
Travel Recommendations
Generates travel suggestions and reviews based on locations
Can output recommendation content including attractions, cuisine, and other elements
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