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kousik-2310
/
intent-classifier-minilm

Text Classification
Transformers
PyTorch
ONNX
Safetensors
Transformers.js
English
bert
intent-classification
nlp
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use kousik-2310/intent-classifier-minilm with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use kousik-2310/intent-classifier-minilm with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="kousik-2310/intent-classifier-minilm")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("kousik-2310/intent-classifier-minilm")
    model = AutoModelForSequenceClassification.from_pretrained("kousik-2310/intent-classifier-minilm", device_map="auto")
  • Transformers.js

    How to use kousik-2310/intent-classifier-minilm with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('text-classification', 'kousik-2310/intent-classifier-minilm');
  • Notebooks
  • Google Colab
  • Kaggle
intent-classifier-minilm
529 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 17 commits
kousik-2310's picture
kousik-2310
Upload config.json with huggingface_hub
3784b90 verified about 1 year ago
  • onnx
    Upload onnx/model_bnb4.onnx with huggingface_hub about 1 year ago
  • .gitattributes
    1.68 kB
    fix: add pytorch_model.bin about 1 year ago
  • README.md
    4.29 kB
    Upload README.md with huggingface_hub about 1 year ago
  • config.json
    1.14 kB
    Upload config.json with huggingface_hub about 1 year ago
  • label_encoder.pkl
    345 Bytes
    xet
    Initial Revision of intent classifier about 1 year ago
  • model.safetensors
    90.9 MB
    xet
    Initial Revision of intent classifier about 1 year ago
  • model_index.json
    100 Bytes
    fix: add model_index about 1 year ago
  • pytorch_model.bin
    90.9 MB
    xet
    fix: add pytorch_model.bin about 1 year ago
  • quantize_config.json
    310 Bytes
    Upload quantize_config.json with huggingface_hub about 1 year ago
  • special_tokens_map.json
    695 Bytes
    Upload special_tokens_map.json with huggingface_hub about 1 year ago
  • tokenizer.json
    712 kB
    Initial Revision of intent classifier about 1 year ago
  • tokenizer_config.json
    1.46 kB
    Upload tokenizer_config.json with huggingface_hub about 1 year ago
  • vocab.txt
    232 kB
    Initial Revision of intent classifier about 1 year ago