ArBert / roberta-base-finetuned-ner-kmeans-twitter

huggingface.co
Total runs: 38
24-hour runs: 0
7-day runs: -2
30-day runs: 27
Model's Last Updated: February 12 2022
token-classification

Introduction of roberta-base-finetuned-ner-kmeans-twitter

Model Details of roberta-base-finetuned-ner-kmeans-twitter

roberta-base-finetuned-ner-kmeans-twitter

This model is a fine-tuned version of ArBert/roberta-base-finetuned-ner on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6645
  • Precision: 0.6885
  • Recall: 0.7665
  • F1: 0.7254
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: 20
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1
No log 1.0 245 0.2820 0.6027 0.7543 0.6700
No log 2.0 490 0.2744 0.6308 0.7864 0.7000
0.2301 3.0 735 0.2788 0.6433 0.7637 0.6984
0.2301 4.0 980 0.3255 0.6834 0.7221 0.7022
0.1153 5.0 1225 0.3453 0.6686 0.7439 0.7043
0.1153 6.0 1470 0.3988 0.6797 0.7420 0.7094
0.0617 7.0 1715 0.4711 0.6702 0.7259 0.6969
0.0617 8.0 1960 0.4904 0.6904 0.7505 0.7192
0.0328 9.0 2205 0.5088 0.6591 0.7713 0.7108
0.0328 10.0 2450 0.5709 0.6468 0.7788 0.7067
0.019 11.0 2695 0.5570 0.6642 0.7533 0.7059
0.019 12.0 2940 0.5574 0.6899 0.7656 0.7258
0.0131 13.0 3185 0.5858 0.6952 0.7609 0.7265
0.0131 14.0 3430 0.6239 0.6556 0.7826 0.7135
0.0074 15.0 3675 0.5931 0.6825 0.7599 0.7191
0.0074 16.0 3920 0.6364 0.6785 0.7580 0.7161
0.005 17.0 4165 0.6437 0.6855 0.7580 0.7199
0.005 18.0 4410 0.6610 0.6779 0.7599 0.7166
0.0029 19.0 4655 0.6625 0.6853 0.7656 0.7232
0.0029 20.0 4900 0.6645 0.6885 0.7665 0.7254
Framework versions
  • Transformers 4.16.2
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.0

Runs of ArBert roberta-base-finetuned-ner-kmeans-twitter on huggingface.co

38
Total runs
0
24-hour runs
-4
3-day runs
-2
7-day runs
27
30-day runs

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