ArBert / albert-base-v2-finetuned-ner

huggingface.co
Total runs: 26
24-hour runs: 0
7-day runs: 2
30-day runs: -31
Model's Last Updated: February 03 2022
token-classification

Introduction of albert-base-v2-finetuned-ner

Model Details of albert-base-v2-finetuned-ner

albert-base-v2-finetuned-ner

This model is a fine-tuned version of albert-base-v2 on the conll2003 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0700
  • Precision: 0.9301
  • Recall: 0.9376
  • F1: 0.9338
  • Accuracy: 0.9852
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.096 1.0 1756 0.0752 0.9163 0.9201 0.9182 0.9811
0.0481 2.0 3512 0.0761 0.9169 0.9293 0.9231 0.9830
0.0251 3.0 5268 0.0700 0.9301 0.9376 0.9338 0.9852
Framework versions
  • Transformers 4.14.1
  • Pytorch 1.10.1
  • Datasets 1.17.0
  • Tokenizers 0.10.3

Runs of ArBert albert-base-v2-finetuned-ner on huggingface.co

26
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-31
30-day runs

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