NeuML / t5-small-txtsql

huggingface.co
Total runs: 853
24-hour runs: 0
7-day runs: 250
30-day runs: 250
Model's Last Updated: February 21 2023

Introduction of t5-small-txtsql

Model Details of t5-small-txtsql

T5-small finedtuned to generate txtai SQL

T5 small fine-tuned to generate txtai SQL. This model takes natural language queries and builds txtai-compatible SQL statements.

txtai supports both natural language queries

Tell me a feel good story
Show me stories about wildlife
Sports stories about hockey

and SQL statements

select * from txtai where similar("Tell me a feel good story") and
entry >= date('now', '-1 day')

This model bridges the gap between the two and enables natural language queries with filters.

Tell me a feel good story since yesterday
Show me sports stories since yesterday with team equal Red Sox
Breaking news summarized
Breaking news translated to 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 English 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-bashsql for a model that translates Bash like commands into txtai SQL.

Model training

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

Steps to train:

python generate.py txtsql.csv
python train.py txtsql.csv t5-small-txtsql

Runs of NeuML t5-small-txtsql on huggingface.co

853
Total runs
0
24-hour runs
3
3-day runs
250
7-day runs
250
30-day runs

More Information About t5-small-txtsql huggingface.co Model

More t5-small-txtsql license Visit here:

https://choosealicense.com/licenses/apache-2.0

t5-small-txtsql huggingface.co

t5-small-txtsql huggingface.co is an AI model on huggingface.co that provides t5-small-txtsql's model effect (), which can be used instantly with this NeuML t5-small-txtsql model. huggingface.co supports a free trial of the t5-small-txtsql model, and also provides paid use of the t5-small-txtsql. Support call t5-small-txtsql model through api, including Node.js, Python, http.

t5-small-txtsql huggingface.co Url

https://huggingface.co/NeuML/t5-small-txtsql

NeuML t5-small-txtsql online free

t5-small-txtsql huggingface.co is an online trial and call api platform, which integrates t5-small-txtsql's modeling effects, including api services, and provides a free online trial of t5-small-txtsql, you can try t5-small-txtsql online for free by clicking the link below.

NeuML t5-small-txtsql online free url in huggingface.co:

https://huggingface.co/NeuML/t5-small-txtsql

t5-small-txtsql install

t5-small-txtsql is an open source model from GitHub that offers a free installation service, and any user can find t5-small-txtsql on GitHub to install. At the same time, huggingface.co provides the effect of t5-small-txtsql install, users can directly use t5-small-txtsql installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

t5-small-txtsql install url in huggingface.co:

https://huggingface.co/NeuML/t5-small-txtsql

Url of t5-small-txtsql

t5-small-txtsql huggingface.co Url

Provider of t5-small-txtsql huggingface.co

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