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End of training

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  1. README.md +71 -0
  2. generation_config.json +8 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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+ ---
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+ base_model: KingLTD/pretrain_Law_model_bartpho_version1
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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_version2
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+ results: []
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+ ---
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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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+
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+ # pretrain_Law_model_bartpho_version2
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+
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+ This model is a fine-tuned version of [KingLTD/pretrain_Law_model_bartpho_version1](https://huggingface.co/KingLTD/pretrain_Law_model_bartpho_version1) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.1794
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+ - Rouge1: 0.4739
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+ - Rouge2: 0.3818
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+ - Rougel: 0.4294
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+ - Rougelsum: 0.4408
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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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+
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+ ### Training results
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+
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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 | 0.1490 | 0.4706 | 0.3710 | 0.4217 | 0.4344 |
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+ | No log | 2.0 | 490 | 0.1537 | 0.4694 | 0.3706 | 0.4215 | 0.4338 |
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+ | 0.1737 | 3.0 | 735 | 0.1585 | 0.4705 | 0.3757 | 0.4244 | 0.4366 |
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+ | 0.1737 | 4.0 | 980 | 0.1606 | 0.4694 | 0.3701 | 0.4221 | 0.4349 |
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+ | 0.122 | 5.0 | 1225 | 0.1665 | 0.4702 | 0.3746 | 0.4237 | 0.4357 |
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+ | 0.122 | 6.0 | 1470 | 0.1685 | 0.4726 | 0.3772 | 0.4259 | 0.4363 |
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+ | 0.089 | 7.0 | 1715 | 0.1744 | 0.4747 | 0.3795 | 0.4291 | 0.4409 |
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+ | 0.089 | 8.0 | 1960 | 0.1753 | 0.4742 | 0.3823 | 0.4296 | 0.4410 |
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+ | 0.0698 | 9.0 | 2205 | 0.1791 | 0.4759 | 0.3838 | 0.4303 | 0.4417 |
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+ | 0.0698 | 10.0 | 2450 | 0.1794 | 0.4739 | 0.3818 | 0.4294 | 0.4408 |
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+
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+
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+ ### Framework versions
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+
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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
generation_config.json ADDED
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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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