End of training
Browse files- README.md +77 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: t5-base
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: t5-base-translation-spa-pbb
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# t5-base-translation-spa-pbb
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This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.3448
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- Bleu: 0.8589
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- Gen Len: 7.8445
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 10
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- num_epochs: 15
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
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| 2.6553 | 1.0 | 304 | 2.9772 | 0.9611 | 6.1028 |
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| 2.6661 | 2.0 | 608 | 2.7496 | 0.0 | 6.8129 |
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| 2.553 | 3.0 | 912 | 2.6381 | 0.0 | 7.2161 |
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| 2.6702 | 4.0 | 1216 | 2.5550 | 0.0 | 7.3794 |
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| 3.1386 | 5.0 | 1520 | 2.4985 | 0.0 | 7.5744 |
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| 2.3387 | 6.0 | 1824 | 2.4607 | 0.9169 | 7.473 |
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| 3.3462 | 7.0 | 2128 | 2.4259 | 0.822 | 7.4466 |
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| 2.0526 | 8.0 | 2432 | 2.4022 | 1.1966 | 7.8248 |
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| 2.4075 | 9.0 | 2736 | 2.3867 | 1.001 | 7.7181 |
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| 2.4695 | 10.0 | 3040 | 2.3788 | 1.0691 | 7.6588 |
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| 2.3329 | 11.0 | 3344 | 2.3620 | 0.969 | 7.809 |
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| 2.5314 | 12.0 | 3648 | 2.3534 | 0.8161 | 8.0 |
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| 2.0364 | 13.0 | 3952 | 2.3502 | 0.9381 | 7.8682 |
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| 2.1105 | 14.0 | 4256 | 2.3445 | 0.8495 | 7.8682 |
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| 2.6594 | 15.0 | 4560 | 2.3448 | 0.8589 | 7.8445 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 1.13.1+cu117
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 891644712
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version https://git-lfs.github.com/spec/v1
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size 891644712
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