Alfred NER

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

Labels

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

Usage

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

Downloads last month: 10

Safetensors

Model size

0.1B params

Tensor type

F32

Model tree for sammmmmmm25/alfred-ner

Base model

dslim/bert-base-NER

Finetuned

(38)

this model