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End of training

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  1. README.md +76 -0
  2. generation_config.json +8 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: mit
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+ base_model: vinai/bartpho-syllable
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - sacrebleu
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+ model-index:
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+ - name: BARTBana_Translation_v01
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+ results: []
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+ ---
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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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+
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+ # BARTBana_Translation_v01
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+
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+ This model is a fine-tuned version of [vinai/bartpho-syllable](https://huggingface.co/vinai/bartpho-syllable) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4506
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+ - Sacrebleu: 11.0518
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 64
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+ - eval_batch_size: 64
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 15
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Sacrebleu |
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+ |:-------------:|:-----:|:-----:|:---------------:|:---------:|
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+ | 0.7912 | 1.0 | 742 | 0.6747 | 2.7391 |
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+ | 0.6623 | 2.0 | 1484 | 0.5821 | 5.7331 |
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+ | 0.5662 | 3.0 | 2226 | 0.5306 | 7.8025 |
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+ | 0.5337 | 4.0 | 2968 | 0.5027 | 8.6825 |
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+ | 0.4913 | 5.0 | 3710 | 0.4858 | 9.4253 |
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+ | 0.4711 | 6.0 | 4452 | 0.4725 | 9.8687 |
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+ | 0.4399 | 7.0 | 5194 | 0.4638 | 10.2200 |
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+ | 0.4208 | 8.0 | 5936 | 0.4584 | 10.3954 |
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+ | 0.4096 | 9.0 | 6678 | 0.4533 | 10.7019 |
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+ | 0.3924 | 10.0 | 7420 | 0.4509 | 10.8096 |
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+ | 0.3796 | 11.0 | 8162 | 0.4499 | 10.7237 |
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+ | 0.3704 | 12.0 | 8904 | 0.4502 | 10.9647 |
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+ | 0.3618 | 13.0 | 9646 | 0.4494 | 10.9840 |
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+ | 0.3556 | 14.0 | 10388 | 0.4496 | 11.0433 |
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+ | 0.3476 | 15.0 | 11130 | 0.4506 | 11.0518 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.48.1
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+ - Pytorch 2.5.1+cu124
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+ - Datasets 3.2.0
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+ - Tokenizers 0.21.0
generation_config.json ADDED
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+ {
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+ "bos_token_id": 0,
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+ "decoder_start_token_id": 2,
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+ "eos_token_id": 2,
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+ "forced_eos_token_id": 2,
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+ "pad_token_id": 1,
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+ "transformers_version": "4.48.1"
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+ }
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