How to use leblanciii/trident-peril-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="leblanciii/trident-peril-classifier")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("leblanciii/trident-peril-classifier") model = AutoModelForMaskedLM.from_pretrained("leblanciii/trident-peril-classifier", device_map="auto")
Multi-label text classification model for builders risk insurance peril detection.
fire, flood, named_windstorm, construction_theft, transient_population, civil_unrest, earthquake
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