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klusai
/
kp-deid-mdeberta-280m

Token Classification
Transformers
Safetensors
Romanian
English
Polish
deberta-v2
pii
privacy
de-identification
bioes
kp
multilingual
romanian
Model card Files Files and versions
xet
Community

Instructions to use klusai/kp-deid-mdeberta-280m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use klusai/kp-deid-mdeberta-280m with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="klusai/kp-deid-mdeberta-280m")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("klusai/kp-deid-mdeberta-280m")
    model = AutoModelForTokenClassification.from_pretrained("klusai/kp-deid-mdeberta-280m", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
kp-deid-mdeberta-280m
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
mihainadas's picture
mihainadas
KLU-55: correct CNP per-subject numbers (1123/1123, CI 0.000-0.0034) + drop leaky eval-loss quality framing
bc97779 verified 3 months ago
  • .gitattributes
    1.57 kB
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago
  • README.md
    5.55 kB
    KLU-55: correct CNP per-subject numbers (1123/1123, CI 0.000-0.0034) + drop leaky eval-loss quality framing 3 months ago
  • added_tokens.json
    23 Bytes
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago
  • config.json
    4.15 kB
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago
  • model.safetensors
    1.11 GB
    xet
    Upload DebertaV2ForTokenClassification 3 months ago
  • special_tokens_map.json
    286 Bytes
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago
  • spm.model
    4.31 MB
    xet
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago
  • tokenizer.json
    16.4 MB
    xet
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago
  • tokenizer_config.json
    19.7 kB
    kp-deid-mdeberta-280m smoke checkpoint (KLU-17): LoRA-merged RO PII token classifier 3 months ago