03a7666349e52bd84dd031bf5597eb5a
This model is a fine-tuned version of google-t5/t5-large on the Helsinki-NLP/opus_books [es-ru] dataset. It achieves the following results on the evaluation set:
- Loss: 1.2026
- Data Size: 1.0
- Epoch Runtime: 185.3567
- Bleu: 6.0015
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: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- total_train_batch_size: 32
- total_eval_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Data Size | Epoch Runtime | Bleu |
|---|---|---|---|---|---|---|
| No log | 0 | 0 | 3.6385 | 0 | 13.0732 | 0.3179 |
| No log | 1 | 419 | 2.4707 | 0.0078 | 14.7994 | 0.4113 |
| No log | 2 | 838 | 2.0728 | 0.0156 | 16.9704 | 0.7224 |
| 0.066 | 3 | 1257 | 1.9499 | 0.0312 | 20.6334 | 0.7431 |
| 0.066 | 4 | 1676 | 1.8554 | 0.0625 | 26.4972 | 0.6377 |
| 0.1259 | 5 | 2095 | 1.7783 | 0.125 | 37.3913 | 1.2844 |
| 0.2527 | 6 | 2514 | 1.6944 | 0.25 | 56.9756 | 1.8325 |
| 1.7354 | 7 | 2933 | 1.5901 | 0.5 | 102.7781 | 2.3839 |
| 1.5782 | 8.0 | 3352 | 1.4781 | 1.0 | 184.7438 | 2.9741 |
| 1.4939 | 9.0 | 3771 | 1.4056 | 1.0 | 185.4884 | 3.5832 |
| 1.4426 | 10.0 | 4190 | 1.3526 | 1.0 | 179.4644 | 3.7820 |
| 1.3493 | 11.0 | 4609 | 1.3130 | 1.0 | 175.0325 | 4.1739 |
| 1.3145 | 12.0 | 5028 | 1.2849 | 1.0 | 176.5448 | 4.3942 |
| 1.2422 | 13.0 | 5447 | 1.2626 | 1.0 | 177.8109 | 4.6982 |
| 1.2292 | 14.0 | 5866 | 1.2432 | 1.0 | 175.2749 | 5.0353 |
| 1.159 | 15.0 | 6285 | 1.2246 | 1.0 | 177.3543 | 5.1940 |
| 1.1365 | 16.0 | 6704 | 1.2178 | 1.0 | 173.9226 | 5.0895 |
| 1.1087 | 17.0 | 7123 | 1.2090 | 1.0 | 184.5408 | 5.3373 |
| 1.0513 | 18.0 | 7542 | 1.2023 | 1.0 | 180.8638 | 5.4654 |
| 1.0269 | 19.0 | 7961 | 1.2005 | 1.0 | 191.6813 | 5.4241 |
| 0.9834 | 20.0 | 8380 | 1.1986 | 1.0 | 184.3451 | 5.6317 |
| 0.963 | 21.0 | 8799 | 1.1956 | 1.0 | 178.4502 | 5.7080 |
| 0.9317 | 22.0 | 9218 | 1.1870 | 1.0 | 183.7618 | 5.7567 |
| 0.9179 | 23.0 | 9637 | 1.1981 | 1.0 | 179.5555 | 5.9397 |
| 0.8723 | 24.0 | 10056 | 1.1981 | 1.0 | 176.1049 | 5.9674 |
| 0.8653 | 25.0 | 10475 | 1.2113 | 1.0 | 180.2787 | 5.9325 |
| 0.8227 | 26.0 | 10894 | 1.2026 | 1.0 | 185.3567 | 6.0015 |
Framework versions
- Transformers 4.57.0
- Pytorch 2.8.0+cu128
- Datasets 4.2.0
- Tokenizers 0.22.1
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Base model
google-t5/t5-large