c-ho / miltilingual_dbert_linsearch_only_abstract

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Total runs: 5
24-hour runs: 0
7-day runs: -2
30-day runs: 1
Model's Last Updated: April 02 2025
text-classification

Introduction of miltilingual_dbert_linsearch_only_abstract

Model Details of miltilingual_dbert_linsearch_only_abstract

miltilingual_dbert_linsearch_only_abstract

This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1619
  • Accuracy: 0.6503
  • F1 Macro: 0.5682
  • Precision Macro: 0.5753
  • Recall Macro: 0.5677
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: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.2
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Macro Precision Macro Recall Macro
1.6359 1.0 4931 1.3956 0.5993 0.4738 0.4899 0.4809
1.2088 2.0 9862 1.1775 0.6346 0.5431 0.5473 0.5519
1.0786 3.0 14793 1.1372 0.6437 0.5588 0.5692 0.5618
0.9337 4.0 19724 1.1246 0.6493 0.5649 0.5631 0.5748
0.7898 5.0 24655 1.1619 0.6503 0.5682 0.5753 0.5677
0.6843 6.0 29586 1.2278 0.6426 0.5590 0.5676 0.5556
0.5632 7.0 34517 1.2998 0.6376 0.5611 0.5654 0.5592
0.4954 8.0 39448 1.3443 0.6369 0.5603 0.5645 0.5583
0.4512 9.0 44379 1.3767 0.6359 0.5599 0.5622 0.5587
0.4298 9.9981 49300 1.3833 0.6356 0.5593 0.5614 0.5583
Framework versions
  • Transformers 4.50.1
  • Pytorch 2.5.1+cu121
  • Datasets 3.4.1
  • Tokenizers 0.21.1

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5
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3-day runs
-2
7-day runs
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