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logasanjeev
/
bert-emotion-classifier

Text Classification
Transformers
ONNX
Safetensors
PyTorch
English
multi-label-classification
multi-class-classification
emotion
bert
go_emotions
emotion-classification
sentiment-analysis
tensorflow
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use logasanjeev/bert-emotion-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use logasanjeev/bert-emotion-classifier with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="logasanjeev/bert-emotion-classifier")
    # Load model directly
    from transformers import AutoModelForSequenceClassification
    model = AutoModelForSequenceClassification.from_pretrained("logasanjeev/bert-emotion-classifier", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
bert-emotion-classifier
877 MB
Ctrl+K
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  • 1 contributor
History: 77 commits
logasanjeev's picture
logasanjeev
Update README.md
89e55f2 verified about 2 months ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • LICENSE
    1.08 kB
    Update LICENSE 12 months ago
  • README.md
    15.9 kB
    Update README.md about 2 months ago
  • class_wise_f1_plot.png
    46 kB
    Upload 2 files 12 months ago
  • class_wise_metrics.csv
    1.5 kB
    Upload class_wise_metrics.csv 12 months ago
  • config.json
    1.51 kB
    Update config.json 12 months ago
  • emotion_labels.json
    333 Bytes
    Upload emotion_labels.json for updated GoEmotions BERT model 12 months ago
  • inference.py
    3.79 kB
    Update inference.py 11 months ago
  • model.onnx
    438 MB
    xet
    Upload model.onnx for updated GoEmotions BERT model 12 months ago
  • model.safetensors
    438 MB
    xet
    Upload model.safetensors for updated GoEmotions BERT model 12 months ago
  • onnx_inference.py
    3.8 kB
    Update onnx_inference.py 11 months ago
  • optimized_thresholds.json
    947 Bytes
    Update optimized_thresholds.json to dictionary format with emotion_labels and thresholds 12 months ago
  • special_tokens_map.json
    125 Bytes
    Upload special_tokens_map.json for updated GoEmotions BERT model 12 months ago
  • tokenizer_config.json
    1.27 kB
    Upload tokenizer_config.json for updated GoEmotions BERT model 12 months ago
  • training_curves_plot.png
    55.3 kB
    Upload 2 files 12 months ago
  • vocab.txt
    232 kB
    Upload vocab.txt for updated GoEmotions BERT model 12 months ago