End of training

README.md

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+---
+license: apache-2.0
+base_model: vgaraujov/t5-base-spanish
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: symptom_extraction
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# symptom_extraction
+
+This model is a fine-tuned version of [vgaraujov/t5-base-spanish](https://huggingface.co/vgaraujov/t5-base-spanish) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1424
+- Rouge1: 0.3849
+- Rouge2: 0.3231
+- Rougel: 0.3816
+- Rougelsum: 0.3814
+- Gen Len: 19.0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.2061        | 1.0   | 640  | 0.1686          | 0.3824 | 0.3166 | 0.3784 | 0.3782    | 19.0    |
+| 0.195         | 2.0   | 1280 | 0.1515          | 0.3841 | 0.3204 | 0.3803 | 0.3801    | 19.0    |
+| 0.2035        | 3.0   | 1920 | 0.1448          | 0.3851 | 0.3226 | 0.3817 | 0.3815    | 19.0    |
+| 0.1784        | 4.0   | 2560 | 0.1424          | 0.3849 | 0.3231 | 0.3816 | 0.3814    | 19.0    |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.0+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.38.1"
+}

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