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metadata
license: cc-by-4.0
datasets:
  - Sankalp-Bahad/NER-Dataset
language:
  - ur
metrics:
  - f1
library_name: transformers
pipeline_tag: token-classification

Monolingual-Urdu-NER-Model

This model is developed by fine-tuning XLM-Roberta-Base on the NER-Dataset.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • optimizer: Adam
  • lr_scheduler_type: linear
  • num_epochs: 10.0

Framework versions

  • Transformers 4.38.2
  • Pytorch 1.9.1
  • Datasets 2.14.6
  • Tokenizers 0.15.0