Viewing profile — montanalow

Thanks for the feedback. I've updated that paragraph to clarify the product placement is for Llama. I don't really think Meta needs our help to much...

If you want to see all the SQL functions and tables Korvus depends on, check out the pgml extension. https://postgresml.org/docs/open-source/pgml/

Yep, one of our other projects, pgcat is exactly to help make the horizontal scaling as easy as possible. https://github.com/postgresml/pgcat

Most managers and organizations miss the fact that engineers are often motivated by solving puzzles in ways like this, because it's fun. If you want to accomplish big challenges, q…

You can do all of that in a single SQL query, with pgml.embed() and then pgml.train() a custom reranker with xgboost, to pgml.predict() the conversion score of a search result base…

This is an SDK built to interact with PostgresML, which provides ML & AI _inside_ a Postgres database. Clients in this case don't perform inference, rather the server does. You cou…

If anyone would like a free PostgresML T-shirt, we just did our first run. Feel free to email me with your shipping info and size. It'd also be nice to get to know you a bit if you…

We've been hard at work improving PostgresML, and thought it was time for an update now that our cloud offering is generally available. In case you missed our first posts, I built …

Quantization allows PostgresML to fit larger models in less RAM. These algorithms perform inference significantly faster on NVIDIA, Apple and Intel hardware. Half-precision floatin…

We've been working on a Python SDK[1] for PostgresML to make it easier for application developers to get the performance and scalability benefits of integrated memory for LLMs, by …

Full disclaimer, I work on PostgresML, and I'm not a MindsDB expert. They both do ML in the database, but we've been at least as focused on scalability for Postgres workloads as ML…

There is a lot of latency involved shuffling data for modern/complex ML systems in production. In our experience these costs dominate end-to-end user experienced latency, rather th…

RAM and the Postgres shared buffers, as well OS page cache can also be important factors when there is an active working subset, e.g. the active sessions on a website might be reus…

Another suggestion: Don't build you identity around a language or platform. They come and go. Except SQL. It's been around for longer than either of us.