End of training
Browse files- README.md +67 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: t5-small
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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: t5-vietnamese-summarization
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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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# t5-vietnamese-summarization
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 6.7088
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- Rouge1: 0.3594
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- Rouge2: 0.1038
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- Rougel: 0.2326
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- Rougelsum: 0.2333
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- Gen Len: 17.614
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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: 16
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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: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 282 | 6.8323 | 0.23 | 0.0659 | 0.1532 | 0.1533 | 17.146 |
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| 7.1083 | 2.0 | 564 | 6.7612 | 0.3211 | 0.0944 | 0.2101 | 0.2103 | 16.972 |
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| 7.1083 | 3.0 | 846 | 6.7147 | 0.3473 | 0.1015 | 0.2266 | 0.2272 | 17.276 |
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| 6.9522 | 4.0 | 1128 | 6.7088 | 0.3594 | 0.1038 | 0.2326 | 0.2333 | 17.614 |
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### Framework versions
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- Transformers 4.33.2
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.33.2"
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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 242071641
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version https://git-lfs.github.com/spec/v1
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size 242071641
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