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Gpt2 Small Portuguese

Developed by pierreguillou
A Portuguese language model fine-tuned based on GPT-2 small model, trained on Portuguese Wikipedia, supporting NLP tasks like text generation
Downloads 10.09k
Release Time : 3/2/2022

Model Overview

A language model for Portuguese text generation, trained on Portuguese Wikipedia through transfer learning and fine-tuning techniques

Model Features

Efficient Training
Completed training in just over a day on a single NVIDIA V100 GPU with 32GB VRAM
Transfer Learning Application
Fine-tuned from the English pre-trained GPT-2 small version, demonstrating the feasibility of developing advanced language models for any language under limited resources
Excellent Performance
Achieved 37.99% accuracy and 23.76 perplexity after training

Model Capabilities

Portuguese text generation
Language model fine-tuning

Use Cases

Text generation
Sentence auto-completion
Generates coherent follow-up content based on given text prompts
Successfully generated coherent descriptions about Jim Henson in examples
Creative writing assistance
Assists users in Portuguese creative writing
Education
Language learning tool
Serves as a practice tool for Portuguese language learners
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