poem-sentiment-aurora-islamamro

Poem Sentiment - Aurora - islamamro

Sentiment (negative / positive / neutral / mixed) of poem verses.

Fine-tuned from distilbert-base-uncased on google-research-datasets/poem_sentiment. Built, trained and published end-to-end via the Aurora Research Portal by islamamro on an NVIDIA RTX 3090.

• Task: text classification (4 classes)
• Held-out accuracy: 0.82

Use it

from transformers import pipeline
clf = pipeline("text-classification", model="Islamamro/poem-sentiment-aurora-islamamro")
clf("your text here")

Note

Trained on a 1,400-example demo subset - a proof of the Aurora build->train->publish pipeline, not a production model. Fine-tune on full data for real use.