AI - AI Dynamics

Modern Classification: Multiple Output Nodes vs Sigmoid Threshold

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03 July 2023 17h21

So, in this case, rather than using a threshold on a logistic sigmoid score [0, 1], in most modern architectures, you usually define at least 2 output nodes. Then, you determine the class based on which output node has the highest score.

Memory-Saving Techniques for Tabular Data Transformers

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03 July 2023 17h14

but yeah, I am training classifiers in both cases, the same memory-saving techniques could potentially be applied to the recent transformers for tabular data.

Vision Transformers for Images and LLMs for Text

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03 July 2023 17h13

Oh this post is about vision transformers for images and LLMs for text

→ View original post on X — @tamaramccleary

Future of Work and Metaverse Trends

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@tamaramccleary

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03 July 2023 17h10

The #FutureofWork and the #Metaverse https://
bit.ly/43JqXME

Reducing GPU Memory for LLMs and Vision Transformers in PyTorch

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03 July 2023 17h08

One of the big bottlenecks with LLMs & Vision Transformers is GPU memory on consumer devices. Wrote about my favorite techniques for reducing peak memory in PyTorch: https://
lightning.ai/pages/communit
y/tutorial/pytorch-memory-vit-llm/
… Focused on techniques that don't require architecture changes! Suggestions welcome!

→ View original post on X — @nathanbenaich

CERN Revolutionizes Spinout Strategy with Royalty-Based IP Licensing

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@nathanbenaich

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03 July 2023 17h07

Here’s @CERN
, Europe’s iconic and world-respected centre for nuclear research, rewriting its spinout playbook. 0% equity express agreement with 2% royalties if you monetise IP you licensed. KPIs set up for success. A star for @spinoutfyi
! Let’s go @onceageek
!

→ View original post on X — @palantir

Cypress Testing Podcast: Essential Guide for Web Developers

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@palantir

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03 July 2023 17h05

Dive into the fascinating world of #CypressTesting with our latest #podcast episode! Perfect for #webdev enthusiasts and those intrigued by #SoftwareTesting. Tune in now! https://
hubs.ly/Q01WvLcj0

→ View original post on X — @terence_mills

Generative AI’s Impact on Young Entrepreneurs’ Business Landscape

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@terence_mills

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03 July 2023 17h01

How Has Generative AI Changed The Business Landscape For Young Entrepreneurs?
#AI #AIio #BigData #ML #NLU #Futureofwork @ahier @guzmand
@DavidBrin @denisegarth @dez_blanchfield @diioannid @DioFavatas @gerald_bader http://
ow.ly/PwWL30svStv