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alfred-ner – AI Model by sammmmmmm25 | AlphaNeural AI

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sammmmmmm25/
alfred-ner

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token-classification

criminal-justice

dslim/bert-base-NER

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Alfred NER

Fine-tuned from dslim/bert-base-NER for criminal justice entity extraction.

Labels

PER · ORG · LOC · DATE · VEH · WEAPON · CASE · ALIAS

Usage

python

from transformers import pipeline
ner = pipeline("ner", model="sammmmmmm25/alfred-ner", aggregation_strategy="simple")
ner("Suspect Kevin Truro fled in a white Honda Accord on Route 9.")

Training

Base model: dslim/bert-base-NER
Epochs: 10 | Batch size: 16 | fp16: True
Validation F1: 0.8646