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Varnikasiva
/
sentiment-classification-bert-mini

Text Classification
Transformers
Safetensors
English
bert
emotion
classification
emojis
emotions
v1.0
sentiment-analysis
nlp
lightweight
chatbot
social-media
mental-health
short-text
emotion-detection
real-time
expressive
ai
machine-learning
english
inference
edge-ai
smart-replies
tone-analysis
Model card Files Files and versions
xet
Community
1

Instructions to use Varnikasiva/sentiment-classification-bert-mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Varnikasiva/sentiment-classification-bert-mini with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="Varnikasiva/sentiment-classification-bert-mini")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("Varnikasiva/sentiment-classification-bert-mini")
    model = AutoModelForSequenceClassification.from_pretrained("Varnikasiva/sentiment-classification-bert-mini")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
sentiment-classification-bert-mini
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  • 1 contributor
History: 69 commits
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Varnikasiva
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