upvantage / deberta-20m-sentences-continue

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Total runs: 5
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Model's Last Updated: August 05 2025
text-classification

Introduction of deberta-20m-sentences-continue

Model Details of deberta-20m-sentences-continue

deberta-20m-sentences-continue

This model is a fine-tuned version of microsoft/deberta-v3-large on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2188
  • Accuracy: 0.9117
  • F1: 0.9116
  • Precision: 0.9140
  • Recall: 0.9117
  • F1 Class 0: 0.9100
  • Precision Class 0: 0.9451
  • Recall Class 0: 0.8774
  • F1 Class 1: 0.9132
  • Precision Class 1: 0.8817
  • Recall Class 1: 0.9471
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: 6e-06
  • train_batch_size: 200
  • eval_batch_size: 200
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 1600
  • total_eval_batch_size: 1600
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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: 0.1
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall F1 Class 0 Precision Class 0 Recall Class 0 F1 Class 1 Precision Class 1 Recall Class 1
0.1966 1.0 13692 0.2188 0.9117 0.9116 0.9140 0.9117 0.9100 0.9451 0.8774 0.9132 0.8817 0.9471
Framework versions
  • Transformers 4.54.1
  • Pytorch 2.7.1+cu126
  • Datasets 4.0.0
  • Tokenizers 0.21.4

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