End of training

README.md

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+---
+license: apache-2.0
+base_model: google-t5/t5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: thaisum_v2
+  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. -->
+
+# thaisum_v2
+
+This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6483
+- Rouge1: 0.0419
+- Rouge2: 0.0194
+- Rougel: 0.0415
+- Rougelsum: 0.042
+- Gen Len: 18.927
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.731         | 1.0   | 1250 | 0.6690          | 0.0278 | 0.0149 | 0.0274 | 0.0277    | 18.972  |
+| 0.7022        | 2.0   | 2500 | 0.6529          | 0.0314 | 0.0177 | 0.0313 | 0.0313    | 18.924  |
+| 0.6933        | 3.0   | 3750 | 0.6509          | 0.0396 | 0.0169 | 0.0393 | 0.0393    | 18.95   |
+| 0.6821        | 4.0   | 5000 | 0.6483          | 0.0419 | 0.0194 | 0.0415 | 0.042     | 18.927  |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.2.1+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": "4.38.2"
+}

runs/Apr04_05-22-18_e27e8aa6c53d/events.out.tfevents.1712208139.e27e8aa6c53d.5098.0

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