kaz_legal_bert_full__1000000_wc__0.4_epoch

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

• epoch: 0.38
• eval_loss: nan
• eval_runtime: 8161.8113
• eval_samples_per_second: 56.629
• eval_steps_per_second: 14.157
• step: 90000

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: 4
• eval_batch_size: 4
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3