Viewing profile — thecalebf

the graphics in it make it so much better

Hey! I've been really intrigued about small, on device models recently. This project was to explore that a small base model running in the browser as a Co Pilot-like writing assist…

The Chrome Extension is open source and is powered by DuckDB WASM which loads the parquet conversion of the datasets as views so you can query them with SQL. Here's the repo: https…

Yes please do! Looks awesome, would love to help any way I can as well.

Sorry, it seems complicated. Since it is a finetune of Deepseek-Coder, I had to include their license. Deepseek is pretty open, just says not to use it for: - military purposes - e…

Yes it is designed for users without SQL knowledge, however, it can still perform fairly well with questions on the difficult side (for non technical users) with queries having mul…

Currently Postgres yes, already working on a dataset with more DDLs like MySQL, DuckDB, MSSQL, etc for a second iteration.

Neat, would you ever use a local model for that if it could work with ORMs?

That is really interesting. I took note of this. That would be really cool!

Great call out. Will definitely focus on that in the next iteration!

No, those are benchmark, evaluation questions. The fine tune dataset was a custom, synthetically generated dataset of ~20k PostgreSQL Text to SQL pairs covering different SQL categ…

Updated the title since it may have been confusing, appreciate the feedback!

Not yet, planning to build an open source, local, CLI tool that utilizes natural-sql though!

Sure, there is a blog post with some other examples of the first model iteration with more complex, multipart questions. https://www.chatdb.ai/post/naturalsql-vs-sqlcoder-for-text-…

Thanks! Yes, that was an earlier iteration. The v1 is here https://huggingface.co/chatdb/natural-sql-7b . Plan to push to Ollama soon and build an open source free tool around it. …

Would love thoughts! Here is the HF page: https://huggingface.co/chatdb/natural-sql-7b

Very neat! I am building something very similar, called ChatDB.ai