Model: openchs/cls-gbv-distilbert-v1
Author: openchs
Pipeline: text-classification
Library: transformers
Tags: transformers, tensorboard, safetensors, distilbert, multi-task-learning, call-center-analytics, child-helplines, case-classification, crisis-support, social-impact, east-africa, openchlsystem, helpline, text-classification, en, dataset:helpline_dataset, dataset:openchs/synthetic_helpine_classification_v1, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: license: apache-2.0
library_name: transformers
pipeline_tag: text-classification
tags: distilbert, multi-task-learning, call-center-analytics, child-helplines, case-classification, crisis-support, social-impact, east-africa, openchlsystem, helpline
language: en
datasets: helpline_dataset, openchs/synthetic_helpine_classification_v1
metrics: accuracy, f1, precision, recall
model-index: name: CHS_tz_classifier_distilbert
results: task: type: text-classification
name: Multi-Task Case Classification
metrics: type: accuracy
value: 0.75
name: Overall Average Accuracy
verified: no, type: accuracy
value: 0.833
name: Main Category Accuracy
verified: no
widget: text: Hello, I've been trying to find help for my son Ken. He's only ten years old and he's been going through a terrible time at school. There's this boy who keeps harassing him. It started with name-calling and teasing, but it's escalated to physical violence. I don't know what to do. I can't bear to see my child suffer like this.
example_title: School Bullying Case, text: On November 15th, the helpline received a call from a 17-year-old who wanted to understand why drug use among youth is harmful. The counselor explained the physical, social, and legal risks involved with drug abuse.
example_title: Youth Drug Education
base_model: distilbert/distilbert-base-uncased
Likes: 2 | All-time downloads: 2161
Created: 2025-09-08 09:11:26