Text Classification
Transformers
TensorBoard
Safetensors
English
distilbert
multi-task-learning
call-center-analytics
child-helplines
case-classification
crisis-support
social-impact
east-africa
openchlsystem
helpline
Eval Results (legacy)
text-embeddings-inference
Instructions to use openchs/cls-gbv-distilbert-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use openchs/cls-gbv-distilbert-v1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="openchs/cls-gbv-distilbert-v1")# Load model directly from transformers import AutoTokenizer, MultiTaskDistilBert tokenizer = AutoTokenizer.from_pretrained("openchs/cls-gbv-distilbert-v1") model = MultiTaskDistilBert.from_pretrained("openchs/cls-gbv-distilbert-v1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| [ | |
| "Adoption", | |
| "Albinism", | |
| "Balanced Diet", | |
| "Birth Registration", | |
| "Bullying", | |
| "Child Abduction", | |
| "Child Abuse", | |
| "Child Labor", | |
| "Child Marriage", | |
| "Child Neglect", | |
| "Child Rights", | |
| "Child Trafficking", | |
| "Child in Conflict with the Law", | |
| "Custody", | |
| "Discrimination", | |
| "Drug/Alcohol Abuse", | |
| "Emotional Abuse", | |
| "Emotional/Psychological Violence", | |
| "Family Relationship", | |
| "Feeding & Food preparation", | |
| "Female Genital Mutilation", | |
| "Financial/Economic Violence", | |
| "Forced Marriage Violence", | |
| "Foster Care", | |
| "HIV/AIDS", | |
| "Harmful Practice", | |
| "Hearing impairment", | |
| "Homelessness", | |
| "Hydrocephalus", | |
| "Info on Helpline", | |
| "Legal Issues", | |
| "Legal issues", | |
| "Maintenance", | |
| "Malnutrition", | |
| "Mental impairment", | |
| "Missing Child", | |
| "Multiple disabilities", | |
| "No Care Giver", | |
| "OCSEA", | |
| "Obesity", | |
| "Other", | |
| "Peer Relationships", | |
| "Physical Abuse", | |
| "Physical Health", | |
| "Physical Violence", | |
| "Physical impairment", | |
| "Psychosocial/Mental Health", | |
| "Relationships (Boy/Girl)", | |
| "Relationships (Parent/Child)", | |
| "Relationships (Student/Teacher)", | |
| "School Related Issues", | |
| "School related issues", | |
| "Self Esteem", | |
| "Sexual & Reproductive Health", | |
| "Sexual Abuse", | |
| "Sexual Violence", | |
| "Speech impairment", | |
| "Spinal bifida", | |
| "Stagnation", | |
| "Student/ Teacher Relationship", | |
| "Teen Pregnancy", | |
| "Traditional Practice", | |
| "Underweight", | |
| "Unlawful Confinement", | |
| "Visual impairment" | |
| ] |