README.md

metadata

language:
  - ru
  - kbd
license: mit
tags:
  - generated_from_trainer
datasets:
  - anzorq/kbd_lat-ru
task_categories:
  - translation
  - text2text-generation
task_ids:
  - translation
  - text2text-generation
metrics:
  - bleu
model-index:
  - name: tst-translation
    results:
      - task:
          name: translation
          type: translation
        dataset:
          name: anzorq/kbd_lat-ru anzorq--kbd-ru
          type: anzorq/kbd_lat-ru
          args: anzorq--kbd-ru
        metrics:
          - name: Bleu
            type: bleu
            value: 12.649
widget:
  - text: 'ru->kbd: Я иду домой.'
    example_title: Я иду домой.
  - text: 'ru->kbd: Дети играют во дворе.'
    example_title: Дети играют во дворе.
  - text: 'ru->kbd: Сколько тебе лет?'
    example_title: Сколько тебе лет?

tst-translation

This model is a fine-tuned version of anzorq/kbd_lat-835k_ru-3M_t5-small on the anzorq/kbd_lat-ru anzorq--kbd-ru dataset. It achieves the following results on the evaluation set:

• Loss: 2.6000
• Bleu: 12.649
• Gen Len: 11.8018

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: 30
• eval_batch_size: 30
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 35.0

Training results

Framework versions

• Transformers 4.21.0.dev0
• Pytorch 1.10.0+cu113
• Datasets 1.16.0
• Tokenizers 0.12.1