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MiniLM-L12-H384-uncased-finetuned-imdb – AI Model by lewtun | AlphaNeural AI | AlphaNeural AI
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MiniLM-L12-H384-uncased-finetuned-imdb
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transformers
pytorch
tensorboard
bert
fill-mask
generated_from_trainer
imdb
mit
autotrain_compatible
endpoints_compatible
us
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MiniLM-L12-H384-uncased-finetuned-imdb
This model is a fine-tuned version of
microsoft/MiniLM-L12-H384-uncased
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 3.9328
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
5.2464
1.0
391
4.2951
4.2302
2.0
782
4.0023
4.0726
3.0
1173
3.9328
Framework versions
Transformers 4.10.3
Pytorch 1.9.1+cu111
Datasets 1.12.1
Tokenizers 0.10.3
