PVI-issue-classification

27
license:apache-2.0
by
castelao
Other
OTHER
New
27 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Code Examples

Intended Usespythontransformers
from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("castelao/pvi-issue-classification")
tokenizer = AutoTokenizer.from_pretrained("castelao/pvi-issue-classification")

# Example usage
inputs = tokenizer("NEC 110.26 specifies working space clearance about electrical equipment.", return_tensors="pt")
outputs = model(**inputs)

logits = outputs.logits
predicted_class_id = logits.argmax().item()
predicted_class = model.config.id2label[predicted_class_id]
print(f"Predicted issue: {predicted_class}")

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