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

Freakdivi
/
Task_Classifier

Text Classification
Transformers
Joblib
Scikit-learn
English
bert
query-routing
mlp
Model card Files Files and versions
xet
Community

Instructions to use Freakdivi/Task_Classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Freakdivi/Task_Classifier with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="Freakdivi/Task_Classifier")
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("Freakdivi/Task_Classifier", device_map="auto")
  • Scikit-learn

    How to use Freakdivi/Task_Classifier with Scikit-learn:

    from huggingface_hub import hf_hub_download
    import joblib
    model = joblib.load(
    	hf_hub_download("Freakdivi/Task_Classifier", "sklearn_model.joblib")
    )
    # only load pickle files from sources you trust
    # read more about it here https://skops.readthedocs.io/en/stable/persistence.html
  • Notebooks
  • Google Colab
  • Kaggle
Task_Classifier
5.76 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
Freakdivi's picture
Freakdivi
Update README.md
bb2500c verified 8 months ago
  • .gitattributes
    1.52 kB
    initial commit 8 months ago
  • README.md
    1.51 kB
    Update README.md 8 months ago
  • inference.py
    3.52 kB
    Upload inference.py 8 months ago
  • label_encoder_query_classifier.joblib
    561 Bytes
    xet
    Upload 5 files 8 months ago
  • mlp_query_classifier.joblib
    5.72 MB
    xet
    Upload 5 files 8 months ago
  • requirements.txt
    51 Bytes
    Upload 5 files 8 months ago
  • scaler_query_classifier.joblib
    31.6 kB
    xet
    Upload 5 files 8 months ago