---
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: mBART_translator_json_3
  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. -->

# mBART_translator_json_3

This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2480
- Bleu: 72.3119
- Gen Len: 38.8266

## 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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len  |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:--------:|
| No log        | 1.0   | 444  | 1.5654          | 37.2408 | 115.2556 |
| 4.2672        | 2.0   | 888  | 0.9088          | 58.5669 | 56.1363  |
| 1.754         | 3.0   | 1332 | 0.6627          | 56.8038 | 56.2753  |
| 1.2023        | 4.0   | 1776 | 0.5349          | 59.8569 | 35.3384  |
| 0.9387        | 5.0   | 2220 | 0.4390          | 66.4894 | 46.4797  |
| 0.7839        | 6.0   | 2664 | 0.3663          | 68.8133 | 46.3215  |
| 0.664         | 7.0   | 3108 | 0.3127          | 67.7323 | 37.8041  |
| 0.5833        | 8.0   | 3552 | 0.2790          | 69.3004 | 38.8193  |
| 0.5833        | 9.0   | 3996 | 0.2543          | 70.0163 | 38.4707  |
| 0.5206        | 10.0  | 4440 | 0.2480          | 72.3119 | 38.8266  |


### Framework versions

- Transformers 4.23.1
- Pytorch 1.12.1+cu113
- Datasets 2.5.2
- Tokenizers 0.13.1