Model: Beijuka/deberta-v3-base-lumasaba-ner-v1
Author: Beijuka
Pipeline: token-classification
Library: transformers
Tags: transformers, safetensors, deberta-v2, token-classification, named-entity-recognition, lumasaba, african-language, pii-detection, generated_from_trainer, dataset:Beijuka/Multilingual_PII_NER_dataset, base_model:microsoft/deberta-v3-base, base_model:finetune:microsoft/deberta-v3-base, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-base
Card metadata: library_name: transformers
license: mit
base_model: microsoft/deberta-v3-base
tags: named-entity-recognition, lumasaba, african-language, pii-detection, token-classification, generated_from_trainer
datasets: Beijuka/Multilingual_PII_NER_dataset
metrics: precision, recall, f1, accuracy
model-index: name: multilingual-microsoft/deberta-v3-base-lumasaba-ner-v1
results: task: name: Token Classification
type: token-classification
dataset: name: Beijuka/Multilingual_PII_NER_dataset
type: Beijuka/Multilingual_PII_NER_dataset
args: split: train+validation+test
metrics: name: Precision
type: precision
value: 0.9801980198019802
verified: no, name: Recall
type: recall
value: 0.945859872611465
verified: no, name: F1
type: f1
value: 0.9627228525121556
verified: no, name: Accuracy
type: accuracy
value: 0.9528795811518325
verified: no
Likes: 0 | All-time downloads: 52
Created: 2025-08-31 13:21:24