Tolga

𝓝𝓾𝓵𝓵𝓲𝓾𝓼 𝓘𝓷 𝓥𝓮𝓻𝓫𝓪

[Tolga @standard_ai]

@0xemirsoyturk @philipkiely If you didn't see, these seem good too: (website-version) https://t.co/H2stIPcEpk, https://t.co/gf2NG3aS02, https://t.co/hRYzU2OoNt

[Alex Smola @smolix]

Here's part 1 (of 5) of my short course on efficient LLM inference that I taught at Columbia University. Slides are heavily updated from two weeks ago.

https://t.co/WVCf7mUdkY

[Tolga @standard_ai]

@SandAI_HQ Fascinating!

[Tolga @standard_ai]

@uguryektabasak Like the Vikings reaching America: the right discovery, but 500 years too early.

[Tolga @standard_ai]

@jino_rohit Luminal and Mirage could already be the future we're imagining!
https://t.co/K8AM5W2Pg5
https://t.co/FGEK7PGFkq

[Tolga @standard_ai]

@aryanvs_ Because they are PhD-level, they must evaluate all the way down to the most fundamental assumptions.

[Tolga @standard_ai]

@RisingSayak @LysandreJik “Art is the elimination of the unnecessary.”
― Pablo Picasso

[Aryan V S @aryanvs_]

Check this out guys 👇

When I first started working on video diffusion models, I used to be really annoyed by how long it took to generate a single video and test different ideas. Context parallelism helps cut that time by a LOT!!!

The best part? It's trivial to add support for new models without touching the core implementation, while being fully torch.compile compatible!

Thanks to the entire Diffusers team for jamming with me on this, and HF for those sweet sweet H100s! 🤗

[Tolga @standard_ai]

@aryanvs_ @a16z Good luck, Aryan 🚀🚀

[Tolga @standard_ai]

@RisingSayak Agreed. If you didn't encounter, take a look at Step-Video: https://t.co/M4CrRkRi0T

[Tolga @standard_ai]

@aryanvs_ Yeah, this Law of Accelerating Returns has been going on for billions of years and looks set to continue until we spread throughout 'the universe': https://t.co/ZXvBN8r9DY

[Tolga @standard_ai]

@aryanvs_ @huggingface May your path be clear, Aryan! Excited to see what you build next 🙌, The Matrix!?

[Tolga @standard_ai]

@kadirnardev Your works are great, but try not to be a sleep-deprived, man. Sleep is incredibly incredibly vital: https://t.co/UxYBOglW4B

[Tolga @standard_ai]

@MatthewJBar Agreed. _The more I act, the more therefore I am._ Michio Kaku's quantification of consciousness resonates this: https://t.co/fiFKLuuZfj

[vitrupo @vitrupo]

Demis Hassabis says hallucination isn't always a bug. It can be a tool for creativity.

To solve hard problems with AlphaEvolve, DeepMind forced the models to hallucinate.

Most ideas were nonsense but some turned out to be useful.

"You can substitute the word hallucination for imagination at that point. They're obviously two sides of the same coin."

[Tolga @standard_ai]

@paraschopra Yeah, science/engineering/innovation requires problem solving, and war is a big problem.

[Tolga @standard_ai]

@irombie Her gün çıkan difüzyon modelleriyle ilgili makaleleri okuyup gelecek yeni fikirleri öngören agent :)

[Tolga @standard_ai]

@diffuserslib My PR: https://t.co/9v4W7ckFsD

Also, next iterations of this model have currently been released: https://t.co/tsaKWJmlW3

[Tolga @standard_ai]

My second pipeline contribution to the @diffuserslib has just been merged, yay! 🥳
AnyTextPipeline specializes in visual text generation and was state-of-the-art when it was released.

Just try: https://t.co/unKSl8FObl

Thanks for this opportunity, @diffuserslib team!

[Tolga @standard_ai]

@hkproj - Rich Dad Poor Dad
- The Psychology of Money
- The Almanack of Naval Ravikant

[Tolga @standard_ai]

@linoy_tsaban This was a nice read and listen, thanks! I notebooklmed the paper at the end, and it reminded me of these discussions: https://t.co/PXE9i4Fy6f

[Giannis Daras @giannis_daras]

DALLE-2 has a secret language.
"Apoploe vesrreaitais" means birds.
"Contarra ccetnxniams luryca tanniounons" means bugs or pests.

The prompt: "Apoploe vesrreaitais eating Contarra ccetnxniams luryca tanniounons" gives images of birds eating bugs.

A thread (1/n)🧵