Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets
  • 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

mahir2021
/
mental-bert-depEMO

Text Classification
Transformers
Safetensors
bert
mental-health
multi-label
mental-bert-base-uncased
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use mahir2021/mental-bert-depEMO with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use mahir2021/mental-bert-depEMO with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="mahir2021/mental-bert-depEMO")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("mahir2021/mental-bert-depEMO")
    model = AutoModelForSequenceClassification.from_pretrained("mahir2021/mental-bert-depEMO", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
mental-bert-depEMO
445 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 10 commits
mahir2021's picture
mahir2021
Upload Mental-BERT
35a8b35 verified 12 days ago
  • .gitattributes
    1.52 kB
    initial commit about 1 month ago
  • README.md
    771 Bytes
    Upload Mental-BERT 12 days ago
  • config.json
    1.16 kB
    Upload Mental-BERT 13 days ago
  • custom_config.json
    141 Bytes
    Upload Mental-BERT 13 days ago
  • custom_head.bin
    2.39 MB
    xet
    Upload Mental-BERT 13 days ago
  • emotion_mapping.json
    638 Bytes
    Upload Mental-BERT about 1 month ago
  • hyperparameters.json
    168 Bytes
    Upload Mental-BERT 13 days ago
  • model.safetensors
    438 MB
    xet
    Upload Mental-BERT 12 days ago
  • per_label_report.csv
    616 Bytes
    Upload Mental-BERT 13 days ago
  • split_indices.json
    59.3 kB
    Upload Mental-BERT about 1 month ago
  • test_predictions.npy

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    58.1 kB
    xet
    Upload test_predictions.npy with huggingface_hub about 1 month ago
  • test_results.json
    253 Bytes
    Upload Mental-BERT 12 days ago
  • tokenizer.json
    712 kB
    Upload Mental-BERT 13 days ago
  • tokenizer_config.json
    351 Bytes
    Upload Mental-BERT about 1 month ago
  • training_dataset_snapshot.csv
    3.58 MB
    Upload training_dataset_snapshot.csv with huggingface_hub about 1 month ago
  • training_log.json
    4.92 kB
    Upload Mental-BERT 12 days ago
  • y_test.npy

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    29.1 kB
    xet
    Upload y_test.npy with huggingface_hub about 1 month ago