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.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ language:
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+ - ko
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+ - zh
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+ base_model: facebook/mbart-large-cc25
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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: tst-translation-output4
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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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+ # tst-translation-output4
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+
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+ This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3569
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+ - Bleu: 11.508
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+ - Gen Len: 14.3854
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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: 5e-05
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+ - train_batch_size: 4
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 4
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+ - total_train_batch_size: 16
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+ - total_eval_batch_size: 16
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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: 1500
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+ - num_epochs: 40
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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+ |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
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+ | 1.5428 | 0.86 | 2000 | 1.4469 | 8.6101 | 16.9959 |
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+ | 1.1195 | 1.71 | 4000 | 1.3471 | 10.3699 | 14.5055 |
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+ | 0.8028 | 2.57 | 6000 | 1.3569 | 11.508 | 14.3955 |
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+ | 0.5856 | 3.43 | 8000 | 1.4776 | 10.7663 | 15.0208 |
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+ | 0.378 | 4.29 | 10000 | 1.6134 | 10.5237 | 14.3284 |
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+ | 0.3093 | 5.14 | 12000 | 1.7701 | 10.7522 | 14.0819 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.5
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+ - Tokenizers 0.14.0
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+ "predict_bleu": 9.159,
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+ "predict_gen_len": 15.5275,
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+ "predict_loss": 1.928805947303772,
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+ "predict_runtime": 292.501,
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+ "train_samples": 37324,
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+ "train_samples_per_second": 143.414,
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+ "train_steps_per_second": 8.964
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+ }
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