End of training
Browse files- README.md +70 -0
- generation_config.json +11 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: mit
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base_model: indobenchmark/indobart-v2
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: indobart-en-id
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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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# indobart-en-id
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This model is a fine-tuned version of [indobenchmark/indobart-v2](https://huggingface.co/indobenchmark/indobart-v2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4035
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- Bleu: 20.4747
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- Gen Len: 19.134
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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: 32
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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: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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| 0.914 | 1.0 | 503 | 0.5118 | 14.8205 | 19.2874 |
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| 0.5805 | 2.0 | 1006 | 0.4606 | 17.2483 | 19.236 |
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| 0.4971 | 3.0 | 1509 | 0.4370 | 18.4965 | 19.2449 |
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| 0.4444 | 4.0 | 2012 | 0.4251 | 19.3336 | 19.1765 |
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| 0.4037 | 5.0 | 2515 | 0.4152 | 19.6643 | 19.1648 |
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| 0.3732 | 6.0 | 3018 | 0.4103 | 20.0701 | 19.1987 |
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| 0.3503 | 7.0 | 3521 | 0.4066 | 20.1264 | 19.1258 |
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| 0.3325 | 8.0 | 4024 | 0.4040 | 20.5349 | 19.1571 |
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| 0.3207 | 9.0 | 4527 | 0.4041 | 20.4371 | 19.1348 |
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| 0.3116 | 10.0 | 5030 | 0.4035 | 20.4747 | 19.134 |
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### Framework versions
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- Transformers 4.33.3
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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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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.33.3"
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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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version https://git-lfs.github.com/spec/v1
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size 526421997
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