luffycodes / roberta-large-md-conllpp

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: September 02 2022
token-classification

Introduction of roberta-large-md-conllpp

Model Details of roberta-large-md-conllpp

roberta-large-md-conllpp

This model is a fine-tuned version of roberta-large on the conllpp dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0457
  • Precision: 0.9971
  • Recall: 0.9968
  • F1: 0.9970
  • Accuracy: 0.9950
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: 1e-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: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.0748 1.0 878 0.0309 0.9959 0.9962 0.9961 0.9935
0.0111 2.0 1756 0.0346 0.9974 0.9967 0.9970 0.9951
0.0057 3.0 2634 0.0348 0.9974 0.9960 0.9967 0.9946
0.0031 4.0 3512 0.0434 0.9976 0.9964 0.9970 0.9951
0.0017 5.0 4390 0.0457 0.9971 0.9968 0.9970 0.9950
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of luffycodes roberta-large-md-conllpp on huggingface.co

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

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roberta-large-md-conllpp install

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