nisancoskun/bert-finnish-sentiment-analysis-v2

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bert-finnish-sentiment-analysis-v2

This model is a fine-tuned version of TurkuNLP/bert-base-finnish-uncased-v1 on the nisancoskun/finnishsentimentdata dataset. It achieves the following results on the evaluation set:

• —Loss: 0.2362
• —Accuracy: 0.9578

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: 5e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0

Training results

Framework versions

• —Transformers 4.32.1
• —Pytorch 2.1.2
• —Datasets 2.14.6
• —Tokenizers 0.13.3