distilbert-base-multilingual-cased-finetuned-imdb

This model is a fine-tuned version of distilbert-base-multilingual-cased on the imdb dataset. It achieves the following results on the evaluation set:

• Loss: 2.4923

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: 4
• eval_batch_size: 4
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
2.8485	1.0	2500	2.6147
2.6629	2.0	5000	2.5229
2.5686	3.0	7500	2.4958

Framework versions

• Transformers 4.34.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.14.1