Downloads · 30 days
5
13% of all-time downloads
lt2t_lf_to_text
kategaranina/lt2t_lf_to_text
lt2t_lf_to_text is a machine learning model from kategaranina. 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. The card lists the license as mit.
This is a fine-tuned t5-base model for generating sentences from logical forms and basic table metadata. It is a part of table-to-text pipeline with content selection and logical reasoning, trained on Logic2Text datas…
All-time downloads
39
Public
Repo size
1.8 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin892 MB · 100%
At a glance
- Library
- transformers
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Jan 7, 2024
- Updated
- Jan 10, 2024
- SHA
- 45d240ff
Datasets
Model card
From the Hugging Face model README
Model description
This is a fine-tuned t5-base model for generating sentences from logical forms and basic table metadata. It is a part of table-to-text pipeline with content selection and logical reasoning, trained on Logic2Text dataset. The first pipeline step is done by kategaranina/lt2t_content_selection model. For relevant code, see LT2T repository on GitHub.
Example of input:
Title: list of cities , towns and villages in vojvodina.
Header: settlement | cyrillic name other names | type | population ( 2011 ) | largest ethnic group ( 2002 ) | dominant religion ( 2002 ).
Logical form: and { only { filter_eq { all_rows ; largest ethnic group ( 2002 ) ; slovaks } } ; eq { hop { filter_eq { all_rows ; largest ethnic group ( 2002 ) ; slovaks } ; settlement } ; pivnice } }
Example of output:
pivnice is the only settlement in vojvodina with slovaks as the largest ethnic group .
- Library
- transformers
- Type
- t5
- License
- mit
- Languages
- en
- Created
- Jan 7, 2024
- Updated
- Jan 10, 2024