---
tags:
- generated_from_trainer
model-index:
- name: kaz_legal_distilbert_full_corpus_3.0
  results: []
---

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# 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