metadata
license: cc-by-4.0
datasets:
- Sankalp-Bahad/NER-Dataset
language:
- hi
metrics:
- accuracy
- f1
pipeline_tag: token-classification
tags:
- ner
- Pytorch
- transformer
- multilingual
- nlp
- indicnlp
library_name: transformers
Monolingual-Hindi-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