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Turkish Gpt2 Large 750m Instruct V0.1

Developed by ytu-ce-cosmos
A Turkish instruction fine-tuned language model based on ytu-ce-cosmos/turkish-gpt2-large, fine-tuned with a dataset of 35,000 instructions
Downloads 2,980
Release Time : 3/19/2024

Model Overview

This is a GPT-2 large model optimized for Turkish, fine-tuned with instructions to perform various text generation tasks.

Model Features

Turkish optimization
Specially trained and optimized for Turkish, providing more accurate Turkish text generation capabilities
Instruction fine-tuning
Fine-tuned with a dataset of 35,000 instructions, significantly improving the model's understanding and response to instructions
LoRA technology
Utilizes Low-Rank Adaptation (LoRA) to optimize model performance, with configurations including rank=256, lora_alpha=512, etc.
Multi-task support
Capable of handling various text generation tasks such as Q&A, title generation, and role-playing dialogues

Model Capabilities

Turkish text generation
Q&A systems
Title generation
Role-playing dialogues
Keyword extraction
Solution suggestions

Use Cases

Education
Knowledge Q&A
Answer knowledge-based questions about Turkey, such as 'What is the capital of Turkey?'
Accurately answers various knowledge-based questions
Learning assistance
Helps students learn Turkish and various subjects
Provides learning resources and knowledge answers
Business
Customer service
Generate customer service dialogue content
Improves customer service efficiency
Content creation
Generate marketing content and article titles for businesses
Assists in content marketing efforts
Technology
Programming assistance
Answer programming-related questions, such as 'What are the top 5 most popular programming languages?'
Provides technical problem-solving answers
Cybersecurity advice
Provide cybersecurity measures suggestions
Helps businesses strengthen cybersecurity
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