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SamanthaStorm
/
intentanalyzer

Text Classification
Transformers
PyTorch
Safetensors
English
distilbert
intent-detection
communication-analysis
multi-label-classification
psychology
nlp
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

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

  • Libraries
  • Transformers

    How to use SamanthaStorm/intentanalyzer with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="SamanthaStorm/intentanalyzer")
    # Load model directly
    from transformers import AutoTokenizer, MultiLabelIntentClassifier
    
    tokenizer = AutoTokenizer.from_pretrained("SamanthaStorm/intentanalyzer")
    model = MultiLabelIntentClassifier.from_pretrained("SamanthaStorm/intentanalyzer", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
intentanalyzer
532 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 6 commits
SamanthaStorm's picture
SamanthaStorm
Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model
4a965dc verified 12 months ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    7.48 kB
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model 12 months ago
  • config.json
    1.04 kB
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model about 1 year ago
  • model.safetensors
    265 MB
    xet
    Adding `safetensors` variant of this model (#1) about 1 year ago
  • modeling_intent.py
    695 Bytes
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model 12 months ago
  • pytorch_model.bin
    266 MB
    xet
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model 12 months ago
  • special_tokens_map.json
    125 Bytes
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model about 1 year ago
  • tokenizer.json
    711 kB
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model about 1 year ago
  • tokenizer_config.json
    1.23 kB
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model about 1 year ago
  • training_info.json
    600 Bytes
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model about 1 year ago
  • vocab.txt
    232 kB
    Upload IntentAnalyzer v1.0 - Multi-Label Communication Intent Detection Model about 1 year ago