KamilHugsFaces / patent-deberta-v3-large

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 1
30-day runs: 13
Model's Last Updated: October 12 2025
text-classification

Introduction of patent-deberta-v3-large

Model Details of patent-deberta-v3-large

patent-deberta-v3-large

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: 0.9284
  • Accuracy: 0.6942
  • F1: 0.6674
  • Precision: 0.6640
  • Recall: 0.6942
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: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 16
  • 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: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 8
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall
1.0058 1.0 1563 0.9943 0.6676 0.6403 0.6325 0.6676
0.852 2.0 3126 0.9098 0.7026 0.6749 0.6662 0.7026
0.6888 3.0 4689 0.9676 0.6952 0.6711 0.6720 0.6952
0.5699 4.0 6252 1.0500 0.6928 0.6802 0.6745 0.6928
0.4614 5.0 7815 1.1473 0.689 0.6797 0.6742 0.689
Framework versions
  • Transformers 4.57.0
  • Pytorch 2.8.0+cu128
  • Datasets 4.2.0
  • Tokenizers 0.22.1

Runs of KamilHugsFaces patent-deberta-v3-large on huggingface.co

15
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
13
30-day runs

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