Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

lxyuan
/
banking-intent-distilbert-classifier

Text Classification
Transformers
PyTorch
Safetensors
English
distilbert
Generated from Trainer
finance
intent-classification
text-embeddings-inference
Model card Files Files and versions
xet
Community
2

Instructions to use lxyuan/banking-intent-distilbert-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use lxyuan/banking-intent-distilbert-classifier with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="lxyuan/banking-intent-distilbert-classifier")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("lxyuan/banking-intent-distilbert-classifier")
    model = AutoModelForSequenceClassification.from_pretrained("lxyuan/banking-intent-distilbert-classifier", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
banking-intent-distilbert-classifier
537 MB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 13 commits
lxyuan's picture
lxyuan
librarian-bot's picture
librarian-bot
Librarian Bot: Add base_model information to model (#2)
daffed0 almost 3 years ago
  • .gitattributes
    1.48 kB
    initial commit about 3 years ago
  • .gitignore
    13 Bytes
    Training in progress, epoch 1 about 3 years ago
  • README.md
    10.4 kB
    Librarian Bot: Add base_model information to model (#2) almost 3 years ago
  • config.json
    5.78 kB
    Training in progress, epoch 1 about 3 years ago
  • model.safetensors
    268 MB
    xet
    Adding `safetensors` variant of this model (#1) about 3 years ago
  • pytorch_model.bin
    268 MB
    xet
    End of training about 3 years ago
  • special_tokens_map.json
    125 Bytes
    Training in progress, epoch 1 about 3 years ago
  • tokenizer.json
    711 kB
    Training in progress, epoch 1 about 3 years ago
  • tokenizer_config.json
    320 Bytes
    Training in progress, epoch 1 about 3 years ago
  • training_args.bin
    3.95 kB
    xet
    Training in progress, epoch 1 about 3 years ago
  • vocab.txt
    232 kB
    Training in progress, epoch 1 about 3 years ago