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bat-pre-trained
elena-soare/bat-pre-trained
bat-pre-trained is a machine learning model from elena-soare. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is our T5 model pre-trained on 18k e-commerce pages from popular blogs and fine-tuned on Spider using a schema serialization.
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Mar 21, 2022
- Updated
- Mar 21, 2022
- SHA
- 521e3ea5
Model card
From the Hugging Face model README
Text2SQL Task T5-Base + E-commerce pre-training
This is our T5 model pre-trained on 18k e-commerce pages from popular blogs and fine-tuned on Spider using a schema serialization.
Running the model
Inspired by the work done by Picard by adding a pre-training step for better performance on e-commerce data.
[question] | [db_id] | [table] : [column] ( [content] , [content] ) , [column] ( ... ) , [...] | [table] : ... | ...
- Library
- transformers
- Type
- t5
- Created
- Mar 21, 2022
- Updated
- Mar 21, 2022