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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: recipe-lr5e05-wd0.08-bs32
    results: []

recipe-lr5e05-wd0.08-bs32

This model is a fine-tuned version of paola-md/recipe-distilroberta-Is on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2751
  • Rmse: 0.5245
  • Mse: 0.2751
  • Mae: 0.4130

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: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss Rmse Mse Mae
0.2791 1.0 1245 0.2773 0.5266 0.2773 0.4252
0.276 2.0 2490 0.2813 0.5304 0.2813 0.4356
0.2742 3.0 3735 0.2750 0.5244 0.2750 0.4209
0.2725 4.0 4980 0.2761 0.5254 0.2761 0.4033
0.2709 5.0 6225 0.2754 0.5248 0.2754 0.4218
0.269 6.0 7470 0.2751 0.5245 0.2751 0.4130

Framework versions

  • Transformers 4.19.0.dev0
  • Pytorch 1.9.0+cu111
  • Datasets 2.4.0
  • Tokenizers 0.12.1