distilbert-base-ru-cased-finetuned-imdb

This model is a fine-tuned version of Geotrend/distilbert-base-ru-cased on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.3922

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: 96
• eval_batch_size: 96
• 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
2.0339	1.0	990	1.5682
1.5975	2.0	1980	1.4212
1.5087	3.0	2970	1.3862

Framework versions

• Transformers 4.36.2
• Pytorch 2.1.1+cu121
• Datasets 2.16.0
• Tokenizers 0.15.0