Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[Discussion] Scaling a massive Deep Learning model. Opinions on the method described?

Hi, r/MachineLearning,

A week ago, at Hugging Face, we released an app which works with GPT-2 to provide a helper when writing texts. It required using GPT-2 as a backend, which is a very heavy model (the medium-sized one weighs 1.7GB).

I wrote a Medium article detailing the approach we took to scale it and to stay online for the ~10,000 users we had in the first few days. I would really like to know your opinion on the matter and if you have used other methods to take full advantage of the machines you were running your model on.

Here is the Medium post.

What do you think?

submitted by /u/jikkii
[link] [comments]

Next Meetup

 

Days
:
Hours
:
Minutes
:
Seconds

 

Plug yourself into AI and don't miss a beat

 


Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.