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.

ECNU-ICALK
maintainer
ECNU-ICALK
اپ ڈیٹ ہوا 3/13/2026
اسٹارز
304
فورکس
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.

انسٹالیشن
$ install --globalskills.sh
استعمال

انسٹال کرنے کے بعد، آپ یہ اسکل ٹرمینل میں درج ذیل کمانڈ چلا کر استعمال کر سکتے ہیں:

skills use pytorch-transformer-text-classification-pipeline