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distilbert-base-russian-cased-finetuned-imdb – AI Model by G4TZZ | AlphaNeural AI
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distilbert-base-russian-cased-finetuned-imdb
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transformers
tensorboard
safetensors
distilbert
fill-mask
generated_from_trainer
DmitryPogrebnoy/distilbert-base-russian-cased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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distilbert-base-russian-cased-finetuned-imdb
This model is a fine-tuned version of
DmitryPogrebnoy/distilbert-base-russian-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.9227
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: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3.0
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
2.2309
1.0
625
1.9983
2.1059
2.0
1250
1.9206
2.055
3.0
1875
1.9130
Framework versions
Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1
