Introducing NaturalSQL 6.7B
We are super excited to announce and release NaturalSQL-6.7B!
What is NaturalSQL? #
NaturalSQL is a new collection of open source, large language models finetuned on advanced text to sql instructions.
It was trained to handle advanced SQL queries and natural language questions like:
- Date Queries
- Text / String Matching
- Multi Table Joins
- Aggregation / Ratios / SubQueries
What's next?
- Handling complex, nested JSONB columns
- Steering
- Compound, multipart questions
NaturalSQL in ChatDB? #
We plan to offer NaturalSQL as an alternative to GPT-4 in ChatDB to offer the ability to finetune on your database for enterprise customers and improve the quality of the AI response, while decreasing the latency.
Imagine having a LLM, fully finetuned on your database that knows the intricacies, ins and outs, as well as the understands the type of questions you like to ask... I know. Exciting!!!
Will there be different versions? #
Yes, we plan to have different iterations of the model with improvements as well as different sizes. Here are the sizes we are thinking of:
- 6.7B (done âś…)
- 10.7B
- 33B
Interested in finetuning NaturalSQL? #
Are you interested in finetuning NaturalSQL on your database? Want to self host it with ChatDB internally?
Let me know and email me at caleb at chatdb.ai.
Thanks đź‘‹
Excited to share new things soon!