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esT5s-small
oeg/esT5s-small
esT5s-small is a machine learning model from oeg. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-4.0.
This is the small version (274MB) of the summarization model for the Spanish language presented in the SEMANTiCS 2022 conference (paper entitled "esT5s: A Spanish Model for Text Summarization"). This model was created…
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Updated Sep 15, 2022
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At a glance
- License
- cc-by-nc-4.0
- Access
- Public
- Created
- Sep 15, 2022
- Updated
- Sep 15, 2022
- SHA
- c2c29db2
Model card
From the Hugging Face model README
This is the small version (274MB) of the summarization model for the Spanish language presented in the SEMANTiCS 2022 conference (paper entitled "esT5s: A Spanish Model for Text Summarization"). This model was created in less than 1 hour (using a single GPU, specifically an NVIDIA v100 16GB) from the multilingual T5 model using the XL-Sum dataset. It achieves a ROUGE-1 value of 22.21 (mT5 achieves 26.21 after a 96h training using 4 GPUs), ROUGE-2 5.28 (mT5 achieves 8.74), and ROUGE-l 17.44 (mT5 achieves 21.06).
- License
- cc-by-nc-4.0
- Created
- Sep 15, 2022
- Updated
- Sep 15, 2022