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distilbert-base-uncased-mlm-finetuned-imdb – AI Model by affahrizain | AlphaNeural AI
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affahrizain
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distilbert-base-uncased-mlm-finetuned-imdb
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transformers
pytorch
tensorboard
distilbert
fill-mask
generated_from_trainer
imdb
apache-2.0
autotrain_compatible
endpoints_compatible
us
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distilbert-base-uncased-mlm-finetuned-imdb
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: 0.6271
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: 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: 3.0
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
0.7029
1.0
391
0.6418
0.6557
2.0
782
0.6315
0.6482
3.0
1173
0.6268
Framework versions
Transformers 4.20.1
Pytorch 1.12.0+cu113
Datasets 2.4.0
Tokenizers 0.12.1
