domenicrosati / deberta-mlm-test

huggingface.co
Total runs: 67
24-hour runs: 1
7-day runs: -89
30-day runs: -39
Model's Last Updated: June 29 2022
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Introduction of deberta-mlm-test

Model Details of deberta-mlm-test

deberta-mlm-test

This model is a fine-tuned version of microsoft/deberta-v3-xsmall on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 3.2792
  • Accuracy: 0.4766
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: 5e-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
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
4.4466 1.0 2067 4.1217 0.3847
3.9191 2.0 4134 3.6562 0.4298
3.6397 3.0 6201 3.4417 0.4550
3.522 4.0 8268 3.3239 0.4692
3.4504 5.0 10335 3.2792 0.4766
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.11.0a0+17540c5
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of domenicrosati deberta-mlm-test on huggingface.co

67
Total runs
1
24-hour runs
-2
3-day runs
-89
7-day runs
-39
30-day runs

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https://huggingface.co/domenicrosati/deberta-mlm-test

deberta-mlm-test install

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deberta-mlm-test install url in huggingface.co:

https://huggingface.co/domenicrosati/deberta-mlm-test

Url of deberta-mlm-test

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