test-mlm
This model is a fine-tuned version of KBLab/bert-base-swedish-cased on the ChangeIsKey/kubhist2 dataset. It achieves the following results on the evaluation set:
- Loss: 2.8883
- Accuracy: 0.4996
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
- train_batch_size: 128
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 512
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
Framework versions
- Transformers 4.33.1
- Pytorch 1.12.0
- Datasets 2.14.5
- Tokenizers 0.13.3
- Downloads last month
- 2
Model tree for ChangeIsKey/bert-base-swedish-cased-kubhist2
Base model
KBLab/bert-base-swedish-casedDataset used to train ChangeIsKey/bert-base-swedish-cased-kubhist2
Evaluation results
- Accuracy on ChangeIsKey/kubhist2self-reported0.500