Edit model card

YAML Metadata Error: "datasets[0]" with value "legal entity recognition" is not valid. If possible, use a dataset id from https://hf.co/datasets.

NER model trained on BERT

MODEL used for fine tuning is GBERT Large by deepset.ai

Test

Accuracy: 98
F1: 84.1
Precision: 82.7
Recall: 85.5

Model inferencing:

!pip install -q transformers
from transformers import pipeline

ner = pipeline(
    "ner",
    model="Sahajtomar/NER_legal_de",
    tokenizer="Sahajtomar/NER_legal_de")
    
 nlp_ner("Für eine Zuständigkeit des Verwaltungsgerichts Berlin nach § 52 Nr. 1 bis 4 VwGO hat der \
         Antragsteller keine Anhaltspunkte vorgetragen .")

Downloads last month: 53

Inference Examples

Token Classification

This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.