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NovusEdge
/
vera-deberta-v3-large

Text Classification
Transformers
Safetensors
English
deberta-v2
decision-model
system-one
ranking
copywriting
headlines
calibration
ab-testing
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use NovusEdge/vera-deberta-v3-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use NovusEdge/vera-deberta-v3-large with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="NovusEdge/vera-deberta-v3-large")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("NovusEdge/vera-deberta-v3-large")
    model = AutoModelForSequenceClassification.from_pretrained("NovusEdge/vera-deberta-v3-large", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
vera-deberta-v3-large
1.75 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 9 commits
NovusEdge's picture
NovusEdge
State that the base model contributed nothing measurable
c7c7ac0 verified 12 days ago
  • .gitattributes
    1.52 kB
    initial commit 12 days ago
  • README.md
    13.8 kB
    State that the base model contributed nothing measurable 12 days ago
  • added_tokens.json
    80 Bytes
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago
  • calibrator.json
    2.87 kB
    Replace the ModernBERT calibrator with one fitted on VERA 12 days ago
  • config.json
    956 Bytes
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago
  • model.safetensors
    1.74 GB
    xet
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago
  • special_tokens_map.json
    1.05 kB
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago
  • spm.model
    2.46 MB
    xet
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago
  • tokenizer.json
    8.65 MB
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago
  • tokenizer_config.json
    1.91 kB
    VERA: Bradley-Terry ranker trained on 62,695 measured A/B arms 12 days ago