How to use Roy229/nml7324-risk-analyzer with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Roy229/nml7324-risk-analyzer")
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Roy229/nml7324-risk-analyzer", device_map="auto")
Flags potentially risky transactions by scoring free-text notes from the risk operations console. Deployed as a pre-filter for the fraud investigation queue and retrained weekly on confirmed cases to maintain precision above 0.95.
