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Training complete with full dataset

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: google-t5/t5-base
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+ tags:
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+ - summarization
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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-base-question-answer-summarization
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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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+ # t5-base-question-answer-summarization
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+
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+ This model is a fine-tuned version of [google-t5/t5-base](https://huggingface.co/google-t5/t5-base) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.1420
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+ - Rouge1: 87.2659
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+ - Rouge2: 79.1621
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+ - Rougel: 84.0716
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+ - Rougelsum: 84.0332
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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: 5.6e-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: 8
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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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+ | 0.3593 | 1.0 | 450 | 0.1339 | 87.0068 | 78.4882 | 83.5134 | 83.4528 |
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+ | 0.121 | 2.0 | 900 | 0.1273 | 87.3363 | 79.1644 | 83.7472 | 83.7456 |
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+ | 0.0982 | 3.0 | 1350 | 0.1314 | 87.0066 | 78.3475 | 83.0262 | 82.9739 |
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+ | 0.084 | 4.0 | 1800 | 0.1322 | 87.1678 | 78.7514 | 83.4642 | 83.441 |
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+ | 0.074 | 5.0 | 2250 | 0.1345 | 87.2618 | 79.114 | 83.9859 | 83.9444 |
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+ | 0.0685 | 6.0 | 2700 | 0.1378 | 87.1497 | 79.0628 | 83.958 | 83.9482 |
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+ | 0.0609 | 7.0 | 3150 | 0.1419 | 86.993 | 78.781 | 83.8076 | 83.7681 |
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+ | 0.0591 | 8.0 | 3600 | 0.1420 | 87.2659 | 79.1621 | 84.0716 | 84.0332 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.2
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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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": "4.38.2"
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+ }
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