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recipe-lr2e05-wd0.005-bs8 – AI Model by paola-md | AlphaNeural AI
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paola-md
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recipe-lr2e05-wd0.005-bs8
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transformers
pytorch
roberta
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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recipe-lr2e05-wd0.005-bs8
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: 0.2771
Rmse: 0.5264
Mse: 0.2771
Mae: 0.4266
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: 2e-05
train_batch_size: 64
eval_batch_size: 64
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
0.277
1.0
2490
0.2746
0.5240
0.2746
0.4202
0.274
2.0
4980
0.2827
0.5317
0.2827
0.4360
0.2723
3.0
7470
0.2771
0.5264
0.2771
0.4266
Framework versions
Transformers 4.19.0.dev0
Pytorch 1.9.0+cu111
Datasets 2.4.0
Tokenizers 0.12.1
