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tuto-distilbert-base-uncased-mlm – AI Model by bthomas | AlphaNeural AI
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bthomas
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tuto-distilbert-base-uncased-mlm
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transformers
pytorch
distilbert
fill-mask
generated_from_trainer
imdb
apache-2.0
autotrain_compatible
endpoints_compatible
us
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tuto-distilbert-base-uncased-mlm
This model is a fine-tuned version of
distilbert-base-uncased
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.6807
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: 3.0
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
0.8087
1.0
157
0.7144
0.7182
2.0
314
0.6918
0.7041
3.0
471
0.6918
Framework versions
Transformers 4.18.0
Pytorch 1.11.0
Datasets 2.3.2
Tokenizers 0.11.0
