Viewing profile — alexwatson405

Hi all- I’m a co-founder from Gretel; our team and tech are now part of NVIDIA. NeMo Data Designer is our core product from Gretel and now the internal framework we use heavily for…

NVIDIA just open sourced NeMo Data Designer, the synthetic data framework used internally to build both pre-training and post-training datasets for Nemotron. It lets you define an …

Hey there! Co-founder of Gretel.ai here, and I think I can provide some insights on this topic. Firstly, the concept you're hinting at is not purely traditional ML. In traditional …

“Pics and it didn’t happen.” Love it

Here is the call for papers (CFP) section in the FAQ. Links to a Google Form https://gretel.ai/synthesize2023#faqs

Hey hackernews! Today we're launching a new product release to the world and would love your feedback. At Gretel, we build APIs to help developers create their own synthetic data t…

Here's a post from my cofounder Laszlo Bock why protecting individual privacy is so important. He has a somewhat unique perspective- a refugee who fled communist Romania, to 10+ ye…

Yep- versioning is definitely important, and not what Gretel focuses on. You could connect a Gretel project stream up to a Dat backend for versioning/lineage. So you could use Gret…

Good point in the article that barring apps from aggressively tracking users (which is a good thing IMO), creates more power for companies like Facebook/Apple/Google/Amazon that al…

+ Neat example of using the synthetic data to balance limited ML datasets: https://towardsdatascience.com/improving-massively-imbalance...

Nice write-up! Getting servos and gears strong enough to jump will be a challenge, but looking forward to seeing what you come up with! I had a project to create a SpotMini from a …

@ofalko Our code is open source, you can always check it out for yourself. =) https://github.com/gretelai/gretel-synthetics

To quote the great Jean Luc Picard, pick "one impossible thing at a time". I also find myself going in a lot of directions, and I've found that picking an idea and sticking with it…

Training tutorial and Google Colaboratory here: https://medium.com/gretel-ai/create-artificial-data-with-gre...

Hey all- we just released code on GitHub and a research post on Medium demonstrating how to generate synthetic datasets from models trained using differential privacy guarantees, b…

@freeone3000 GitHub is amazing for building and collaborating on source code, we're building services to enable safe and private collaboration on streaming data (whether text, imag…

@lalaland1125 you're right that privacy is a hard problem, we're really excited about making techniques like synthetic data, data labeling, and analyzing data sets for potential pr…