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Horizon-Labs
/
multilingual-zeroshot-base

Zero-Shot Classification
Transformers
ONNX
Safetensors
Transformers.js
modernbert
text-classification
zero-shot
nli
natural-language-inference
mmbert
Model card Files Files and versions
xet
Community

Instructions to use Horizon-Labs/multilingual-zeroshot-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Horizon-Labs/multilingual-zeroshot-base with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("zero-shot-classification", model="Horizon-Labs/multilingual-zeroshot-base")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("Horizon-Labs/multilingual-zeroshot-base")
    model = AutoModelForSequenceClassification.from_pretrained("Horizon-Labs/multilingual-zeroshot-base", device_map="auto")
  • Transformers.js

    How to use Horizon-Labs/multilingual-zeroshot-base with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('zero-shot-classification', 'Horizon-Labs/multilingual-zeroshot-base');
  • Notebooks
  • Google Colab
  • Kaggle
multilingual-zeroshot-base / code
58.3 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
Horizon-Labs's picture
Horizon-Labs
Card: two more unseen-label benchmarks (MTOP 6 languages, CLINC150)
8ec98ab verified about 1 month ago
  • train
    v1.2: distilled from multilingual-zeroshot-large (see card: Versions) about 1 month ago
  • zeroshot
    Card: two more unseen-label benchmarks (MTOP 6 languages, CLINC150) about 1 month ago