README.md

metadata

license: apache-2.0
tags:
  - generated_from_trainer
datasets:
  - mt_eng_vietnamese
metrics:
  - bleu
model-index:
  - name: CK_T5
    results:
      - task:
          name: Sequence-to-sequence Language Modeling
          type: text2text-generation
        dataset:
          name: mt_eng_vietnamese
          type: mt_eng_vietnamese
          config: iwslt2015-vi-en
          split: test
          args: iwslt2015-vi-en
        metrics:
          - name: Bleu
            type: bleu
            value: 0.1851

CK_T5

This model is a fine-tuned version of T5-small on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

• Loss: 1.4489
• Bleu: 0.1851
• Gen Len: 18.751

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: 2
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.6572	1.0	8333	1.5155	0.0992	18.7864
1.5895	2.0	16666	1.4489	0.1851	18.751

Framework versions

• Transformers 4.29.1
• Pytorch 2.0.0+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3