dmargutierrez / bert-base-multilingual-cased-WNUT-ner

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: -2
30-day runs: -2
Model's Last Updated: 3月 15 2023
token-classification

Introduction of bert-base-multilingual-cased-WNUT-ner

Model Details of bert-base-multilingual-cased-WNUT-ner

bert-base-multilingual-cased-WNUT-ner

This model is a fine-tuned version of bert-base-multilingual-cased on the wnut_17 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3832
  • Precision: 0.5914
  • Recall: 0.3809
  • F1: 0.4634
  • Accuracy: 0.9501
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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 213 0.2791 0.6008 0.2817 0.3836 0.9427
No log 2.0 426 0.2697 0.6520 0.3299 0.4382 0.9479
0.148 3.0 639 0.2846 0.5783 0.3661 0.4484 0.9492
0.148 4.0 852 0.3032 0.6248 0.3642 0.4602 0.9500
0.0413 5.0 1065 0.3355 0.5729 0.3568 0.4397 0.9495
0.0413 6.0 1278 0.3343 0.5714 0.3892 0.4631 0.9501
0.0413 7.0 1491 0.3522 0.5877 0.3818 0.4629 0.9500
0.0182 8.0 1704 0.3844 0.6120 0.3698 0.4610 0.9499
0.0182 9.0 1917 0.3847 0.5986 0.3828 0.4669 0.9504
0.008 10.0 2130 0.3832 0.5914 0.3809 0.4634 0.9501
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu117
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of dmargutierrez bert-base-multilingual-cased-WNUT-ner on huggingface.co

6
Total runs
0
24-hour runs
-1
3-day runs
-2
7-day runs
-2
30-day runs

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