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danish-legal-xlm-base-mlm

This model is a fine-tuned version of data/plms/danish-legal-xlm-base on the danish_legal_pile dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7384

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: 3e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • distributed_type: tpu
  • num_devices: 8
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 256
  • total_eval_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.05
  • training_steps: 100000

Training results

Training Loss Epoch Step Validation Loss
0.8936 22.9 50000 0.7870
0.827 45.81 100000 0.7385

Framework versions

  • Transformers 4.18.0
  • Pytorch 1.12.0+cu102
  • Datasets 2.0.0
  • Tokenizers 0.12.0
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