home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-pytorch-transformer-text-classification-pipeline-skill-md
machine-learningdata-ai
pytorch-transformer-text-classification-pipeline
Provides a complete end-to-end workflow for text classification using a PyTorch Transformer model. It includes automatic vocabulary generation from raw text, a custom tokenizer implementation, data padding, model training on CPU, and visualization of loss and accuracy metrics.
maintainer
ECNU-ICALK
Atualizado 3/13/2026
Estrelas
304
Forks
34
quick start
Installation and usage
Provides a complete end-to-end workflow for text classification using a PyTorch Transformer model. It includes automatic vocabulary generation from raw text, a custom tokenizer implementation, data padding, model training on CPU, and visualization of loss and accuracy metrics.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use pytorch-transformer-text-classification-pipeline