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README.md
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# text_shortening_model_v1
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on
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It achieves the following results on the evaluation set:
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- Loss: 1.9266
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- Rouge1: 0.4797
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## Training and evaluation data
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## Training procedure
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# text_shortening_model_v1
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on a dataset of 699 original-shortened texts pairs of advertising texts.
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It achieves the following results on the evaluation set:
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- Loss: 1.9266
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- Rouge1: 0.4797
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## Training and evaluation data
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699 original-shortened texts pairs of advertising texts of various lengths.
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- Original texts lengths: > 12
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- Shortened texts lengths: < 13
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70% of the dataset is used for training
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20% of the dataset is used for validation
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10% of the dataset is kept for testing
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## Training procedure
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