Model: mhdp-africa/luganda-ner-bert-v1
Author: mhdp-africa
Pipeline: token-classification
Library: transformers
Tags: transformers, safetensors, bert, token-classification, named-entity-recognition, luganda, african-languages, pii-detection, generated_from_trainer, lg, dataset:Beijuka/Luganda_Monolingual_PII_dataset, base_model:google-bert/bert-base-multilingual-cased, base_model:finetune:google-bert/bert-base-multilingual-cased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-multilingual-cased
Card metadata: library_name: transformers
language: lg
license: apache-2.0
base_model: google-bert/bert-base-multilingual-cased
tags: named-entity-recognition, luganda, african-languages, pii-detection, token-classification, generated_from_trainer
datasets: Beijuka/Luganda_Monolingual_PII_dataset
metrics: precision, recall, f1, accuracy
model-index: name: luganda-ner-bert-v7
results: task: name: Token Classification
type: token-classification
dataset: name: Beijuka/Luganda_Monolingual_PII_dataset
type: Beijuka/Luganda_Monolingual_PII_dataset
args: split: train+validation+test
metrics: name: Precision
type: precision
value: 0.8368200836820083
verified: no, name: Recall
type: recall
value: 0.7944389275074478
verified: no, name: F1
type: f1
value: 0.815078960774325
verified: no, name: Accuracy
type: accuracy
value: 0.9449490640839062
verified: no
Likes: 0 | All-time downloads: 23
Created: 2025-07-07 16:54:31