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bat-table-aug
elena-soare/bat-table-aug
bat-table-aug 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 fine-tuned on Spider using a schema serialization, which includes a table description for injecting domain knowledge into T5
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Mar 21, 2022
- Updated
- Jun 7, 2022
- SHA
- 95088070
Model card
From the Hugging Face model README
Text2SQL Task T5-Base + Fine-tuning on Spider + Table Augumentation
This is our T5 model fine-tuned on Spider using a schema serialization, which includes a table description for injecting domain knowledge into T5
Running the model
Inspired by the work done by Picard by adding a table description to the question and serialized schema:
[question] | [db_id] | [table] : [column] ( [content] , [content] ) , [column] ( ... ) , [...] | [table] : ... | ... description * [table] : <meaning of table>; [table] : <meaning of table> ; ....
- Library
- transformers
- Type
- t5
- Created
- Mar 21, 2022
- Updated
- Jun 7, 2022