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text-to-sql-spacy-ner
BernardJoshua/text-to-sql-spacy-ner
text-to-sql-spacy-ner is a token classification model from BernardJoshua. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as mit.
This is a custom spaCy NER model for Text-to-SQL query understanding.
Access
Public
Updated Jun 10, 2026
Repo size
3.8 MB
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1
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Access
- Public
- Created
- Jun 10, 2026
- Updated
- Jun 10, 2026
- SHA
- 742bfaf9
Try a prompt
Model card
From the Hugging Face model README
Text-to-SQL spaCy NER Model
This is a custom spaCy NER model for Text-to-SQL query understanding.
It detects:
- AGGREGATION
- METRIC
- FILTER_LOCATION
- FILTER_YEAR
- FILTER_DATE
- FILTER_CATEGORY
- FILTER_VALUE
- GROUP_BY
- ORDER_BY
- LIMIT
- COMPARISON
Example:
Input:
In 2015, how many complaints about Billing disputes were sent by clients in Portland?
Expected entities:
- 2015 -> FILTER_YEAR
- how many -> AGGREGATION
- complaints -> METRIC
- Billing disputes -> FILTER_CATEGORY
- Portland -> FILTER_LOCATION
Current baseline:
- Overall NER F1: 0.77
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Languages
- en
- Created
- Jun 10, 2026
- Updated
- Jun 10, 2026