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---
tags:
- generated_from_trainer
model-index:
- name: kaz_legal_distilbert_full_corpus_3.0
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# kaz_legal_distilbert_full_corpus_3.0
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 5.6108
## 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
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 6.6228 | 0.32 | 1000 | 6.4585 |
| 6.2811 | 0.64 | 2000 | 6.2602 |
| 6.1313 | 0.96 | 3000 | 6.1338 |
| 5.9671 | 1.28 | 4000 | 5.9722 |
| 5.8529 | 1.6 | 5000 | 5.8634 |
| 5.7655 | 1.92 | 6000 | 5.7714 |
| 5.6925 | 2.24 | 7000 | 5.6978 |
| 5.6311 | 2.56 | 8000 | 5.6411 |
| 5.5994 | 2.88 | 9000 | 5.6108 |
### Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
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