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
File size: 1,450 Bytes
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"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"
] |