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End of training

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  1. README.md +70 -0
  2. generation_config.json +11 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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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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+
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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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+ # indobart-en-id
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+
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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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+
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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: 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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+
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+ ### Training results
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+
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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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+
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+
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+ ### Framework versions
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+
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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
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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+ "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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