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damian-shivihs
/
yllia-safety-classifier

Text Classification
Transformers
Safetensors
Polish
roberta
safety
triage
polish
mental-health
crisis-detection
psychiatric-chatbot
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use damian-shivihs/yllia-safety-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use damian-shivihs/yllia-safety-classifier with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="damian-shivihs/yllia-safety-classifier")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("damian-shivihs/yllia-safety-classifier")
    model = AutoModelForSequenceClassification.from_pretrained("damian-shivihs/yllia-safety-classifier", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
yllia-safety-classifier
1.78 GB
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  • 1 contributor
History: 6 commits
damian-shivihs's picture
damian-shivihs
Update README.md
69f9570 verified 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 5 months ago
  • README.md
    11.1 kB
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  • classification_report_test.csv
    628 Bytes
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  • classification_report_val_test_original_only.csv
    597 Bytes
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  • classification_report_valid.csv
    612 Bytes
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  • config.json
    940 Bytes
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  • confusion_matrix_test.csv
    206 Bytes
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  • confusion_matrix_val_test_original_only.csv
    201 Bytes
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  • confusion_matrix_valid.csv
    197 Bytes
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  • metrics_summary.csv
    329 Bytes
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  • metrics_summary.json
    2.27 kB
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  • model.safetensors
    1.77 GB
    xet
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  • predictions_test.csv
    78.9 kB
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  • predictions_val_test_original_only.csv
    43.4 kB
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  • predictions_valid.csv
    22.7 kB
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  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    8.6 MB
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  • tokenizer_config.json
    12.7 kB
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