german-poetry-xlm-roberta

This model is a fine-tuned version of xlm-roberta-large-finetuned-conll03-german on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.8672

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: 32
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
3.1984	1.0	2774	2.8507
2.7279	2.0	5548	2.5140
2.5236	3.0	8322	2.3583
2.4115	4.0	11096	2.2371
2.2953	5.0	13870	2.1773
2.2179	6.0	16644	2.1217
2.1652	7.0	19418	2.0483
2.1023	8.0	22192	2.0003
2.0532	9.0	24966	1.9961
2.0153	10.0	27740	1.9626
1.9657	11.0	30514	1.9310
1.9456	12.0	33288	1.9065
1.919	13.0	36062	1.8906
1.9077	14.0	38836	1.8712
1.9048	15.0	41610	1.8672

Framework versions

• Transformers 4.25.1
• Pytorch 1.13.0+cu116
• Datasets 2.8.0
• Tokenizers 0.13.2