Training completed!
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README.md
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---
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base_model: vinai/phobert-base-v2
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tags:
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- generated_from_trainer
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model-index:
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- name: CS505-L2T_AP2_filter0_CSI-PhoBERT
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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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# CS505-L2T_AP2_filter0_CSI-PhoBERT
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This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0016
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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: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 41
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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: 15
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 319 | 0.1698 |
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| 0.2821 | 1.99 | 638 | 0.1067 |
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| 0.2821 | 2.99 | 957 | 0.0762 |
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| 0.1568 | 3.99 | 1276 | 0.0882 |
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| 0.0782 | 4.98 | 1595 | 0.0396 |
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| 0.0782 | 5.98 | 1914 | 0.0129 |
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| 0.041 | 6.98 | 2233 | 0.0120 |
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| 0.021 | 7.97 | 2552 | 0.0099 |
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| 0.021 | 8.97 | 2871 | 0.0160 |
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| 0.0115 | 9.97 | 3190 | 0.0069 |
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| 0.0173 | 10.97 | 3509 | 0.0054 |
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| 0.0173 | 11.96 | 3828 | 0.0048 |
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| 0.0096 | 12.96 | 4147 | 0.0021 |
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| 0.0096 | 13.96 | 4466 | 0.0036 |
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| 0.0075 | 14.95 | 4785 | 0.0016 |
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### Framework versions
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- Transformers 4.39.1
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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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runs/Mar24_05-14-43_0b735ff7f5b9/events.out.tfevents.1711257287.0b735ff7f5b9.650.1
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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size 11044
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