Training complete
Browse files
README.md
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---
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license: mit
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base_model: unicamp-dl/ptt5-base-portuguese-vocab
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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: ptt5-base-portuguese-vocab-finetuned-xlsum-pt
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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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# ptt5-base-portuguese-vocab-finetuned-xlsum-pt
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This model is a fine-tuned version of [unicamp-dl/ptt5-base-portuguese-vocab](https://huggingface.co/unicamp-dl/ptt5-base-portuguese-vocab) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0394
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- Rouge1: 17.6273
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- Rouge2: 16.731
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- Rougel: 17.6255
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- Rougelsum: 17.629
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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: 10
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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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| 0.0596 | 1.0 | 125 | 0.0352 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0314 | 2.0 | 250 | 0.0324 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0248 | 3.0 | 375 | 0.0312 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0213 | 4.0 | 500 | 0.0328 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0177 | 5.0 | 625 | 0.0322 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0153 | 6.0 | 750 | 0.0346 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0139 | 7.0 | 875 | 0.0379 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0125 | 8.0 | 1000 | 0.0360 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0113 | 9.0 | 1125 | 0.0372 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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| 0.0112 | 10.0 | 1250 | 0.0394 | 17.6273 | 16.731 | 17.6255 | 17.629 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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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": "4.37.2"
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}
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model.safetensors
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runs/Feb23_01-22-10_92ee6bb81a5e/events.out.tfevents.1708651330.92ee6bb81a5e.5245.4
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runs/Feb23_01-22-10_92ee6bb81a5e/events.out.tfevents.1708653326.92ee6bb81a5e.5245.5
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