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openchs
/
qa-helpline-distilbert-v1

Text Classification
Transformers
PyTorch
TensorBoard
English
distilbert
qa-metrics
call-center
multi-head
transcript-analysis
customer-service
quality-assurance
child-helplines
crisis-support
social-impact
swahili
east-africa
Eval Results (legacy)
Model card Files Files and versions
xet
Metrics Training metrics Community
5

Instructions to use openchs/qa-helpline-distilbert-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use openchs/qa-helpline-distilbert-v1 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="openchs/qa-helpline-distilbert-v1")
    # Load model directly
    from transformers import AutoTokenizer, MultiHeadQAClassifier
    
    tokenizer = AutoTokenizer.from_pretrained("openchs/qa-helpline-distilbert-v1")
    model = MultiHeadQAClassifier.from_pretrained("openchs/qa-helpline-distilbert-v1")
  • Notebooks
  • Google Colab
  • Kaggle
qa-helpline-distilbert-v1
266 MB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 12 commits
Rogendo's picture
Rogendo
Update README.md
7dedab4 verified 8 months ago
  • logs
    Update metrics from MLflow run a86060a1 (#3) 8 months ago
  • .gitattributes
    1.52 kB
    initial commit 8 months ago
  • README.md
    17.8 kB
    Update README.md 8 months ago
  • config.json
    1.19 kB
    Upload QA Multi-Head DistilBERT model 8 months ago
  • metadata.json
    2.15 kB
    Update metrics from MLflow run a86060a1 (#3) 8 months ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "collections.OrderedDict",
    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    266 MB
    xet
    Upload QA Multi-Head DistilBERT model 8 months ago
  • requirements.txt
    72 Bytes
    Upload QA Multi-Head DistilBERT model 8 months ago
  • special_tokens_map.json
    125 Bytes
    Upload QA Multi-Head DistilBERT model 8 months ago
  • tokenizer_config.json
    1.28 kB
    Upload QA Multi-Head DistilBERT model 8 months ago
  • vocab.txt
    232 kB
    Upload QA Multi-Head DistilBERT model 8 months ago