kaz_legal_distilbert_legal_corpus_312818008_words_4.945454545454545
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- epoch: 4.95
- eval_loss: 1.3286
- eval_runtime: 767.4166
- eval_samples_per_second: 156.367
- eval_steps_per_second: 39.092
- step: 68000
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
