End of training
Browse files- README.md +71 -0
- generation_config.json +8 -0
- pytorch_model.bin +1 -1
README.md
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---
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base_model: vinai/bartpho-syllable
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tags:
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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: pretrain_Law_model_bartpho_version1
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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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# pretrain_Law_model_bartpho_version1
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This model is a fine-tuned version of [vinai/bartpho-syllable](https://huggingface.co/vinai/bartpho-syllable) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2879
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- Rouge1: 0.4482
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- Rouge2: 0.3252
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- Rougel: 0.3897
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- Rougelsum: 0.4055
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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: 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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| No log | 1.0 | 245 | 0.3270 | 0.4333 | 0.2996 | 0.3650 | 0.3815 |
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| No log | 2.0 | 490 | 0.3024 | 0.4400 | 0.3072 | 0.3731 | 0.3938 |
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| 0.6695 | 3.0 | 735 | 0.2883 | 0.4411 | 0.3186 | 0.3829 | 0.3996 |
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| 0.6695 | 4.0 | 980 | 0.2820 | 0.4484 | 0.3255 | 0.3883 | 0.4046 |
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| 0.2387 | 5.0 | 1225 | 0.2822 | 0.4500 | 0.3221 | 0.3876 | 0.4050 |
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| 0.2387 | 6.0 | 1470 | 0.2806 | 0.4483 | 0.3224 | 0.3875 | 0.4049 |
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| 0.1843 | 7.0 | 1715 | 0.2852 | 0.4471 | 0.3235 | 0.3870 | 0.4037 |
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| 0.1843 | 8.0 | 1960 | 0.2844 | 0.4466 | 0.3216 | 0.3850 | 0.4020 |
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| 0.1515 | 9.0 | 2205 | 0.2866 | 0.4504 | 0.3265 | 0.3900 | 0.4066 |
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| 0.1515 | 10.0 | 2450 | 0.2879 | 0.4482 | 0.3252 | 0.3897 | 0.4055 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.4
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- Tokenizers 0.13.3
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"pad_token_id": 1,
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"transformers_version": "4.32.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 1583595549
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version https://git-lfs.github.com/spec/v1
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oid sha256:234f1ce271ce343e5b4481e20c7e5dc2b4c7ac1581dc7abbbd9876d0845f2631
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size 1583595549
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