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nahiar
/
xlm-roberta-ner-v2

Token Classification
Transformers
Safetensors
Indonesian
English
xlm-roberta
named-entity-recognition
indonesian
english
multilingual
social-media
Model card Files Files and versions
xet
Community

Instructions to use nahiar/xlm-roberta-ner-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use nahiar/xlm-roberta-ner-v2 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="nahiar/xlm-roberta-ner-v2")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("nahiar/xlm-roberta-ner-v2")
    model = AutoModelForTokenClassification.from_pretrained("nahiar/xlm-roberta-ner-v2", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
xlm-roberta-ner-v2
3.33 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
nahiar's picture
nahiar
Initial upload (auto-create if missing)
df1b417 verified 4 months ago
  • .ipynb_checkpoints
    Initial upload (auto-create if missing) 4 months ago
  • .gitattributes
    1.52 kB
    initial commit 4 months ago
  • README.md
    5.07 kB
    Initial upload (auto-create if missing) 4 months ago
  • config.json
    1.37 kB
    Initial upload (auto-create if missing) 4 months ago
  • eval_results.txt
    121 Bytes
    Initial upload (auto-create if missing) 4 months ago
  • model.safetensors
    1.11 GB
    xet
    Initial upload (auto-create if missing) 4 months ago
  • model_args.json
    2.62 kB
    Initial upload (auto-create if missing) 4 months ago
  • optimizer.pt
    2.22 GB
    xet
    Initial upload (auto-create if missing) 4 months ago
  • scheduler.pt

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    1.47 kB
    xet
    Initial upload (auto-create if missing) 4 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Initial upload (auto-create if missing) 4 months ago
  • special_tokens_map.json
    280 Bytes
    Initial upload (auto-create if missing) 4 months ago
  • tokenizer_config.json
    1.23 kB
    Initial upload (auto-create if missing) 4 months ago
  • training_args.bin

    Detected Pickle imports (1)

    • "simpletransformers.config.model_args.NERArgs"

    How to fix it?

    4.11 kB
    xet
    Initial upload (auto-create if missing) 4 months ago
  • training_progress_scores.csv
    665 Bytes
    Initial upload (auto-create if missing) 4 months ago