open source

Video by Hugging Face via YouTube

Structured output is here. The new @huggingface/transformers-structured-output package hooks into token generation and makes sure every token follows your JSON Schema or regex.

Full walkthrough in the linked video.

npm: https://www.npmjs.com/package/@huggingface/transformers-structured-output
Release notes: https://github.com/huggingface/transformers.js/releases/tag/4.3.0

#transformersjs #huggingface #javascript #llm #webgpu

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Video by PyTorch via YouTube

At PyTorch Conference North America 2026 in San Jose, Red Hat engineers Jewel Muraledharan and Subin George Malana will present on Cross-Repository CI Relay (CRCR) to explore how downstream repositories can seamlessly integrate into upstream PyTorch CI.

Their session will detail how CRCR enables a tiered onboarding model alongside real-time visibility for downstream repositories in HUD.

Join us in San Jose on October 20 and 21 to learn how CRCR streamlines testing workflows across the ecosystem.

Register today: https://hubs.la/Q04v4SL60

Source

Video by CNCF [Cloud Native Computing Foundation] via YouTube

Irvi Aini highlights how KubeCon + CloudNativeCon brings practitioners together to discuss production realities, from core infrastructure to building AI on existing stack investments.

Register for KubeCon + CloudNativeCon North America today: https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/register/

#Shorts #CloudNative #OpenSource #Kubernetes #KubeCon

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Video by FINOS via YouTube

Stop letting your hackathon prototypes die when the event ends.

Most projects stall because they lack the persistent structure needed for enterprise tech environments. We examine how frameworks like FINOS provide the necessary focus and funding to move code from a demo to production-grade scalable software. This approach bridges the gap between rapid iteration and long-term software engineering sustainability.

Subscribe for more deep dives into the mechanics of open source infrastructure.

Source

Video by Awesome Open Source via YouTube

=== Links ===
Show Notes
https://wiki.opensourceisawesome.com/books/filux-file-sharing/page/install-filux-for-easy-secure-file-sharing

Filux Repository
https://forge.routemehome.org/brian/Filux

Get the AwesomeOpenSource Merchandise
https://osia.printify.me

Support my Channel and ongoing efforts through Patreon:
https://patreon.com/awesomeopensource

Buy Me a Coffee or Beer
https://paypal.me/BrianMcGonagill?country.x=US&locale.x=en_US

=== Get My Novel ===
Entanglement – by Brian McGonagill

Dave is just a normal guy with a normal job that he doesn’t like that much. That is, until he meets Leo, and gets the job he never imagined. Action, adventure, betrayal, love, loss, and some serious weirdness happen throughout this science fiction thrill-ride.
— eBook on Amazon by Country —
US – United States – https://www.amazon.com/dp/B0DZJ5PMHG
UK – United Kingdom – https://www.amazon.co.uk/dp/B0DZJ5PMHG
DE – Germany – https://www.amazon.de/dp/B0DZJ5PMHG
FR – France – https://www.amazon.fr/dp/B0DZJ5PMHG
ES – Spain – https://www.amazon.es/dp/B0DZJ5PMHG
IT – Italy – https://www.amazon.it/dp/B0DZJ5PMHG
NL – Netherlands – https://www.amazon.nl/dp/B0DZJ5PMHG
JP – Japan – https://www.amazon.co.jp/dp/B0DZJ5PMHG
BR – Brazil – https://www.amazon.com.br/dp/B0DZJ5PMHG
CA – Canada – https://www.amazon.ca/dp/B0DZJ5PMHG
MX – Mexico – https://www.amazon.com.mx/dp/B0DZJ5PMHG
AU – Australia – https://www.amazon.com.au/dp/B0DZJ5PMHG
IN – India – https://www.amazon.in/dp/B0DZJ5PMHG

— Paperback by Country —
US – United States – https://www.amazon.com/dp/B0DZPM682N
UK – United Kingdom – https://www.amazon.co.uk/dp/B0DZPM682N
DE – Germany – https://www.amazon.de/dp/B0DZPM682N
FR – France – https://www.amazon.fr/dp/B0DZPM682N
ES – Spain – https://www.amazon.es/dp/B0DZPM682N
IT – Italy – https://www.amazon.it/dp/B0DZPM682N
NL – Netherlands – https://www.amazon.nl/dp/B0DZPM682N
PL – Poland – https://www.amazon.pl/dp/B0DZPM682N
SE – Sweden – https://www.amazon.se/dp/B0DZPM682N
JP – Japan – https://www.amazon.co.jp/dp/B0DZPM682N
CA – Canada – https://www.amazon.ca/dp/B0DZPM682N
AU – Australia – https://www.amazon.com.au/dp/B0DZPM682N

— Hard cover by Country —
US – United States – https://www.amazon.com/dp/B0DZPVSRNZ
UK – United Kingdom – https://www.amazon.co.uk/dp/B0DZPVSRNZ
DE – Germany – https://www.amazon.de/dp/B0DZPVSRNZ
FR – France – https://www.amazon.fr/dp/B0DZPVSRNZ
ES – Spain – https://www.amazon.es/dp/B0DZPVSRNZ
IT – Italy – https://www.amazon.it/dp/B0DZPVSRNZ
NL – Netherlands – https://www.amazon.nl/dp/B0DZPVSRNZ
PL – Poland – https://www.amazon.pl/dp/B0DZPVSRNZ
SE – Sweden – https://www.amazon.se/dp/B0DZPVSRNZ

=== Timestamps ===
00:00 Beginning
00:09 Introduction
00:25 Overview of Filux UI
05:55 Sharing Files and Folders
07:05 Request Files from Others
09:05 Thank you to my Patrons and Subscribers
10:55 Install Filux
22:00 Setup Reverse Proxy using Pangolin
23:20 First Run and Admin User Registration
24:05 Uploading Files
26:05 Accessing Shared Files through a Public Link

=== Contact ===
Matrix: @mickintx:discuss.opensourceisawesome.com
Mastodon: @MickInTx@fosstodon.org

=== Special Thanks ===
Gabriela Lopez – Video Editor

=== Affiliates ===
Get a super cheap, yet pwerful VPS at Racknerd
https://my.racknerd.com/aff.php?aff=14764

Get a $50.00 credit for Digital Ocean by signing up with this link:
https://m.do.co/c/a6a61ae55242

Use Hover as your Domain Name Registrar to get some great control over you domains / sub-domains:
https://hover.com/SHPaiirr

Support my Channel and ongoing efforts through Patreon:
https://patreon.com/awesomeopensource

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Video by The Late Night Linux Family via YouTube

Support us on Patreon and get an ad-free RSS feed with some early episodes. https://www.patreon.com/LateNightLinux

Our fantasy programming language features.

https://linuxdevtime.com/linux-dev-time-episode-159/

Source

Video by TWiT Tech Podcast Network via YouTube

Apple’s security research team is tackling photo authenticity with a new verification feature. It aims to certify images from the camera sensor onward, addressing industry vulnerabilities and potential privacy risks. #Apple #Photography #Tech #Innovation #iPhone #iPhone18ProMax

Source

Video by The Linux Cast [Matthew Weber] via YouTube

The boys are back! Tonight we talk about the news!

==== Special Thanks to Our Patrons! ====
https://thelinuxcast.org/patrons/

===== Follow us 🐧🐧 ======
Discord – https://thelinuxcast.org/discord
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Subscribe at http://thelinuxcast.org
Contact us email@thelinuxcast.org
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# Drew
– Odysee – https://odysee.com/@justaguylinux:c
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– Website – https://justaguylinux.com

# Nate
– YouTube – https://www.youtube.com/@NatePicksTechWorld
– Mastodon – https://fosstodon.org/@NatePick
– Discord – https://discord.gg/wHCjfSk

#Support Us
MERCH – https://shop.thelinuxcast.org
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Sponsored by Proton – https://go.getproton.me/SH1gC

#Credits
Logo courtesy of pedropaulo.net
Intro courtesy of https://www.fragcgi.com/?i=1

[show notes]
https://git.thelinuxcast.org/notes/s10/1026.md

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