
# T5-small finedtuned to generate txtai SQL

[T5 small](https://huggingface.co/t5-small) fine-tuned to generate [txtai](https://github.com/neuml/txtai) SQL. This model takes [Bash](https://en.wikipedia.org/wiki/Bash_(Unix_shell)) like commands and builds txtai-compatible SQL statements.

```
find -name "feel good story" -mtime -1
find -name "show me sports stories" -mtime -1 -team \"Red Sox\"
find -name "breaking news" -summary
find -name "breaking news" -translate fr
```

## Custom query syntax

This model is an example of creating a custom query syntax that can be translated into SQL txtai can understand. Any query syntax can be created. This one supports Bash-like commands but a similar strategy can be deployed to support other languages. Natural language can be translated to functions, query clauses, column selection and more.

See [t5-small-txtsql](https://huggingface.co/NeuML/t5-small-txtsql) for a model that translates natural language statements into txtai SQL.

## Model training

This model was trained using scripts that can be [found here](https://github.com/neuml/txtai/tree/master/models/bashsql).

Steps to train:

```bash
python generate.py bashsql.csv
python train.py bashsql.csv t5-small-bashsql
```

{"language": "en", "license": "apache-2.0", "library_name": "txtai", "widget": [{"text": "translate Bash to SQL: find -name \"feel good story\" -mtime -1", "example_title": "Last day"}, {"text": "translate Bash to SQL: find -name \"show me sports stories\" -mtime -1 -team \"Red Sox\"", "example_title": "Last day with filter"}, {"text": "translate Bash to SQL: find -name \"breaking news\" -summary", "example_title": "Summary"}, {"text": "translate Bash to SQL: find -name \"breaking news\" -translate fr", "example_title": "Translate to French"}], "inference": {"parameters": {"max_length": 512}}}
txtai pytorch t5 en license:apache-2.0 region:us
TAGS
#txtai #pytorch #t5 #en #license-apache-2.0 #region-us 


# T5-small finedtuned to generate txtai SQL

T5 small fine-tuned to generate txtai SQL. This model takes Bash) like commands and builds txtai-compatible SQL statements.



## Custom query syntax

This model is an example of creating a custom query syntax that can be translated into SQL txtai can understand. Any query syntax can be created. This one supports Bash-like commands but a similar strategy can be deployed to support other languages. Natural language can be translated to functions, query clauses, column selection and more.

See t5-small-txtsql for a model that translates natural language statements into txtai SQL.

## Model training

This model was trained using scripts that can be found here.

Steps to train:



# T5-small finedtuned to generate txtai SQL

T5 small fine-tuned to generate txtai SQL. This model takes Bash) like commands and builds txtai-compatible SQL statements. ## Custom query syntax

This model is an example of creating a custom query syntax that can be translated into SQL txtai can understand. Any query syntax can be created. This one supports Bash-like commands but a similar strategy can be deployed to support other languages. Natural language can be translated to functions, query clauses, column selection and more.

See t5-small-txtsql for a model that translates natural language statements into txtai SQL. ## Model training

This model was trained using scripts that can be found here.

Steps to train:
TAGS
#txtai #pytorch #t5 #en #license-apache-2.0 #region-us 
 # T5-small finedtuned to generate txtai SQL

T5 small fine-tuned to generate txtai SQL. This model takes Bash) like commands and builds txtai-compatible SQL statements. ## Custom query syntax

This model is an example of creating a custom query syntax that can be translated into SQL txtai can understand. Any query syntax can be created. This one supports Bash-like commands but a similar strategy can be deployed to support other languages. Natural language can be translated to functions, query clauses, column selection and more.

See t5-small-txtsql for a model that translates natural language statements into txtai SQL. ## Model training

This model was trained using scripts that can be found here.

Steps to train:
passage: TAGS
#txtai #pytorch #t5 #en #license-apache-2.0 #region-us 
# T5-small finedtuned to generate txtai SQL

T5 small fine-tuned to generate txtai SQL. This model takes Bash) like commands and builds txtai-compatible SQL statements.## Custom query syntax

This model is an example of creating a custom query syntax that can be translated into SQL txtai can understand. Any query syntax can be created. This one supports Bash-like commands but a similar strategy can be deployed to support other languages. Natural language can be translated to functions, query clauses, column selection and more.

See t5-small-txtsql for a model that translates natural language statements into txtai SQL.## Model training

This model was trained using scripts that can be found here.

Steps to train: