Clybius ∿ 𝜏ENE𝜏

AI Enhancement enjoyer
video encoding enthusiast + developer
high fidelity and multithreaded av1 encoder on github:

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

The world if people realized MSE/PSNR was a bad metric:

[Jon Sneyers 🟣 @jonsneyers]

To anyone who still considers PSNR to be a useful metric to assess image quality, please take a close look at this:
https://t.co/LCf6jHN1sP

According to PSNR, those four images have the same quality. According to my eyes, they don't.

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@ANGELICFANGZ kids are smoking souls of the dead
this comes after a typo in a tweet from the O.S.I.C.: "i've been legit been perma-tripping since i smoked souls"
footage emerged of a Arroyo family member stuck in Kudzu
and to make matters worse...
the Baxster society is getting federal funds

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@owltwting this is me if hoo even care.,.,

[IY @IY_02496]

That's the beauty of it bro, we study the source material, page after page, book after book... They won't even know we're actually larping...

And when the questions roll in, we use that knowledge to our advantage and we can keep posing like nothing even happened...

[A24 @A24]

Kane Parsons is 21 years old.

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@HissHitbox @skxllflower @HunterBiden @YouAreWrongOk i have no idea what llm you've been using, but probably every model released by a lab in the past 3 years doesn't use hyphens like that without a hyper-specific system prompt to make mistakes as a human would.

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@rnaferreira @NexEcosystem While it's true that by itself it proves nothing, the weights being rather exact element-wise as proven by a simple linear interpolation is surprising. Apparently they uploaded the 'base' model instead of their finetuned version though.

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@donttagme6969 @deanwball having knowledge of something isn't "the tools to build"

the knowledge of how to build a bio-weapon isn't the barrier, it's the investment, production, and deployment of one.

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

what mfs expect when they say "can you check in back" after i tell them the item isnt in stock

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

these anti-piracy measures are getting crazy wtf @Microsoft

[☁ぽぽ☁シロフクロウ @popo_owl]

白いなあ

[こねぎともえぎ @konegi_owl]

#見た人もなにか無言でかわいいをあげる

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@Lucky3Jumps “It’s like describing a hit tweet to someone who’s never seen one, then asking them to write one”

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

this GOTTA be the same guy from the "you're not gonna blow your gun" clip

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

pride month happy

[gifs but slightly faster @gifsbut]

we all lowkey gay

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

For 7k steps into a run of a <1M parameter SISR arch, it's actually seemingly usable on vgg19!

Gonna try it out with a deeper stage of DINOv3, see if that does anything special 👀

(lr 4x nearest versus sisr 4x)

ik its not too useful without relative comparisons, sry for now

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

testing this on super-resolution via FD-Loss atm 👀

[Quentin Berthet @qberthet]

🚨 New paper: Introducing MIND (Monge Inception Distance)

Everyone agrees that FID is broken, requires too many samples, slowing down evals.

MIND requires 10x fewer samples, is more robust, faster to compute.

Our new drop-in replacement for evaluating generative models. 🧵👇

[Aaron Defazio @aaron_defazio]

🚨 New Paper 🚨
ScheduleFree+: Scaling Learning-Rate-Free & Schedule-Free Learning to Large Language Models

A few modifications to Schedule-Free Learning make it completely LR tuning free, and allow it to greatly outperform schedules for long duration training!
https://t.co/LzjIIsOlG8

[Clybius ∿ 𝜏ENE𝜏 @Clybius]

@CallardCain @ListedGamerr @ikoaio `michael` ITS YOUR BIRTHDAY TODAY
CAKE AND ICECREAM IS ON ITS WAY!

[こねぎともえぎ @konegi_owl]

しろーとはだまっとれ