Viewing profile — mateiz

This is a cool paper showing there is value in using an LLM multiple times, but in recent research we showed that with majority voting, quality can decrease past some point as you …

Don't MLflow Projects exactly meet this use case? A project lives in a Git repo, which can include both code and data, and specifies its software environment (currently Conda but w…

While MLflow doesn't submit jobs to Kubernetes for you, it should be possible to integrate it with your favorite scheduler to do that. MLflow is designed to accept experiment resul…

Yup, this is a great explanation. Cuckoo hashes actually do much better in terms of load if you use buckets with multiple items, as we did here. The classical one with one item per…

We'd love to hear about the size of the payloads used. With the code we posted, larger records take 10-15 more ns per query, which is still faster than the numbers in the paper, bu…

You can see the table here, it's not a lot of code: https://github.com/stanford-futuredata/index-baselines/blob/... . Each bucket just has 8 keys and you want to test whether one o…

Matei Zaharia (one of the PIs on DAWN) here. Snorkel, MacroBase and ASAP are already being used in production at several companies, and we intend to continue publishing everything …

Shoot, now we have to implement all of those before someone else does :).

https://en.wikipedia.org/wiki/The_Hercules_Text

Databricks -- San Francisco -- https://databricks.com * Software Engineer (ONSITE) * Software Engineer Intern (ONSITE) * Product Manager (ONSITE) Databricks was founded in 2013 by …