README.md

metadata

language:
  - en
  - ro
license: apache-2.0
tags:
  - translation
  - wmt16
  - Lvxue
datasets:
  - wmt16
metrics:
  - sacrebleu
  - bleu
model-index:
  - name: Lvxue/finetuned-mt5-small-10epoch
    results:
      - task:
          type: translation
          name: Translation
        dataset:
          name: wmt16
          type: wmt16
          config: ro-en
          split: test
        metrics:
          - type: bleu
            value: 6.0012
            name: BLEU
            verified: true
          - type: loss
            value: 1.7407585382461548
            name: loss
            verified: true
          - type: gen_len
            value: 18.2281
            name: gen_len
            verified: true
      - task:
          type: translation
          name: Translation
        dataset:
          name: wmt16
          type: wmt16
          config: de-en
          split: test
        metrics:
          - type: bleu
            value: 0.7585
            name: BLEU
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjcyOTc4YzFlZWE1NmJjNjIxZDljOWQxNzc4MDhjMGM5OWVlOTIxZjJiNmM5NmFlMmY3YjBkYmIzZjhkY2Y3NSIsInZlcnNpb24iOjF9.Uf2P537ulJ0oI4m2xkSoR_L-5J2qUuu09Q0jr5LFYXe28-PRLZAUizXlS3AZ4jclGjbvUmTmIDsroOGgiqpSCQ
          - type: loss
            value: 9.197447776794434
            name: loss
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmNhZDZlNTk4NTg4OWFiNjkwOWQxOWViNDExNTVjYzhkMGUwYmU1M2MwMjlmZDczYThkMTUwNzFkMjk5NTRhOCIsInZlcnNpb24iOjF9.xvfeeznVmNb22l3YO-fOJYnWeia-y-Oelwn24qyvMShP4VgDOOpufvJiIG6sYWGeoACz7L7AfKlRU6GUpvNnAg
          - type: gen_len
            value: 18.2718
            name: gen_len
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzJlYzRkNTBhZGNhZWE4ZGQ1ZGNhZWVmZWRhZjZkNTc3NDI0NDhhMTQwZjViNGQ2Zjk5MzhlNzM4YzY3MDM4YiIsInZlcnNpb24iOjF9.qjeO8wg_wURGTH0USvF3xwCbSuNgVfGyngQnfbqqmPpOPUwyz08_-ktjmOoE_IrLSIFIZ8XLMqr1rOOMkX9_Cg

finetuned-mt5-small-10epoch

This model is a fine-tuned version of google/mt5-small on the wmt16 ro-en dataset. It achieves the following results on the evaluation set:

• Loss: 1.7274

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: 48
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10.0

Training results

Framework versions

• Transformers 4.20.1
• Pytorch 1.12.0+cu102
• Datasets 2.3.2
• Tokenizers 0.12.1