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End of training

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  1. README.md +69 -0
  2. generation_config.json +8 -0
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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+ - rouge
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+ model-index:
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+ - name: ViT5-base-normalized
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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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+ # ViT5-base-normalized
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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 an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0194
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+ - Rouge1: 89.1883
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+ - Rouge2: 85.545
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+ - Rougel: 89.0077
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+ - Rougelsum: 89.0313
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+ - Gen Len: 15.0895
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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: 16
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+ - eval_batch_size: 16
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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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+ - num_epochs: 5
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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+ | 0.0911 | 1.0 | 524 | 0.0287 | 86.8798 | 81.8723 | 86.6699 | 86.7029 | 15.1629 |
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+ | 0.0213 | 2.0 | 1048 | 0.0216 | 88.2321 | 84.1301 | 88.0463 | 88.0681 | 15.1238 |
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+ | 0.0147 | 3.0 | 1572 | 0.0202 | 88.8138 | 84.9897 | 88.6248 | 88.6669 | 15.08 |
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+ | 0.0115 | 4.0 | 2096 | 0.0203 | 89.1624 | 85.4043 | 88.9621 | 88.9905 | 15.0676 |
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+ | 0.0094 | 5.0 | 2620 | 0.0194 | 89.1883 | 85.545 | 89.0077 | 89.0313 | 15.0895 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.44.2
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+ - Pytorch 2.4.0
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+ - Datasets 3.0.0
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+ - Tokenizers 0.19.1
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": "4.44.2"
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+ }