Training complete
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README.md
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---
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license: apache-2.0
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base_model: google-t5/t5-base
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tags:
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- summarization
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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: t5-base-finetuned-amazon-en-es
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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-finetuned-amazon-en-es
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This model is a fine-tuned version of [google-t5/t5-base](https://huggingface.co/google-t5/t5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1275
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- Rouge1: 90.2312
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- Rouge2: 83.2787
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- Rougel: 88.0196
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- Rougelsum: 87.9916
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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: 5.6e-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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- num_epochs: 12
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
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| 0.113 | 1.0 | 97 | 0.1067 | 90.4949 | 83.4088 | 87.98 | 87.9287 |
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| 0.0856 | 2.0 | 194 | 0.1052 | 90.6604 | 83.7509 | 88.1407 | 88.0726 |
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| 0.0723 | 3.0 | 291 | 0.1060 | 91.4193 | 84.9487 | 88.9628 | 88.8729 |
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| 0.064 | 4.0 | 388 | 0.1119 | 89.7878 | 83.0958 | 87.321 | 87.2759 |
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| 0.0556 | 5.0 | 485 | 0.1156 | 90.5422 | 83.8358 | 88.4229 | 88.3887 |
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| 0.0515 | 6.0 | 582 | 0.1126 | 90.4997 | 83.4321 | 88.1359 | 88.1405 |
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| 0.0456 | 7.0 | 679 | 0.1158 | 90.5983 | 83.8471 | 88.5468 | 88.4302 |
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| 0.0468 | 8.0 | 776 | 0.1189 | 90.3242 | 83.5413 | 88.2592 | 88.2061 |
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| 0.0416 | 9.0 | 873 | 0.1225 | 90.2886 | 83.1885 | 88.0928 | 88.0366 |
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| 0.0385 | 10.0 | 970 | 0.1252 | 89.8331 | 82.8606 | 87.3511 | 87.335 |
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| 0.0377 | 11.0 | 1067 | 0.1269 | 89.9057 | 83.057 | 87.6798 | 87.6802 |
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| 0.0368 | 12.0 | 1164 | 0.1275 | 90.2312 | 83.2787 | 88.0196 | 87.9916 |
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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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": "4.38.2"
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}
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model.safetensors
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runs/Apr15_13-46-38_a96a2a0d86c0/events.out.tfevents.1713188833.a96a2a0d86c0.3697.0
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size 19878
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