kaz_legal_bert_full__1000000_wc__1.2_epoch
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- epoch: 1.17
- eval_loss: 1.2443
- eval_runtime: 4906.8368
- eval_samples_per_second: 94.194
- eval_steps_per_second: 11.774
- step: 140000
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- 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
