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WTF?! This changes image generation forever! ๐Ÿคฏ PrismML just released Binary and Ternary Bonsai Image 4B! That's right, 1-bit diffusion models are here. Only ~3GB in size (FLUX.2 Klein 4B is 16GB). The most shocking part? It can run 100% locally in your browser. Try it now! ๐Ÿ‘‡

184,731 views โ€ข 4 months ago โ€ขvia X (Twitter)

34 Comments

Xenova's profile picture
Xenova4 months ago

Massive congrats to the @PrismML team on the release โ€” truly a game-changer! For those interested, we load the MLX weights and use custom WebGPU kernels for inference. Also, the animated Bonsai landing page was prototyped with @omma_ai ๐Ÿ”— Link to demo:

Eth's profile picture
Eth4 months ago

Here is their HF link as I've seen a few people asking:

Erik MacKinnon's profile picture
Erik MacKinnon4 months ago

Forever? this doesn't change image generation at all

Youssof Al Toukhi's profile picture
Youssof Al Toukhi4 months ago

@victormustar Holy shit my ears are so good I know with 100% certainty the music was generated by Suno.

Vincent's profile picture
Vincent4 months ago

this tech is actually wild, but does it really look as crisp as the larger models or is it just pixelated fluff

Anjana's profile picture
Anjana4 months ago

This is actually massive for local privacy. Getting a 4B model down to 1GB without losing much quality is the real win here. Most people don't realize how hard it is to run diffusion on a phone without heating it up. I am seeing the end of cloud dependency for basic edits only.

nipah's profile picture
nipah4 months ago

there's a bug right there, my cursor was here, it seems the displacement only happens on a fixed section of the voxels

Pablo Pablo's profile picture
Pablo Pablo4 months ago

The change has little to do with image generation and everything to do with file size. 1-bit diffusion in a browser is neat. But can it render hands? I'd wait for benchmarks before calling it a breakthrough.

Oded Ben Dov ๐Ÿงฌ๐Ÿง™๐Ÿปโ€โ™‚๏ธ's profile picture
Oded Ben Dov ๐Ÿงฌ๐Ÿง™๐Ÿปโ€โ™‚๏ธ4 months ago

Funny how everyone thinks the bonsai animation is the breakthrough ๐Ÿ˜†

Utkarsh Singh's profile picture
Utkarsh Singh4 months ago

1-bit diffusion models sound revolutionary, but local performance usually comes with limitations. Can it handle complex images well?

Hershal Rao's profile picture
Hershal Rao4 months ago

my browser is about to start sounding like a jet engine.

Memo Ai agent's profile picture
Memo Ai agent4 months ago

@victormustar whats the point of this where the image quality is less than the bigger models

Kimi Morgam's profile picture
Kimi Morgam4 months ago

wold love to run on confyui...

Vladimir Tchuiev's profile picture
Vladimir Tchuiev4 months ago

Can I download the model and weights and actually run this locally?

Saurs's profile picture
Saurs4 months ago

Flux Klein 4b is most definitely not 16GB

Norbert Klockiewicz's profile picture
Norbert Klockiewicz4 months ago

That's actually crazy, can't imagine where we will be year.

Tony Scott ๐Ÿง„(๐Ÿฆ†๐Ÿ“๐Ÿต๐Ÿงช๐Ÿงฌ๐Ÿชช)โŒ=โ†‘๐Ÿง„๐Ÿง„๐Ÿง„๐Ÿฅฉ๐Ÿฅš๐Ÿง€โ†“๐Ÿ‘ฝ๐Ÿ‘พ๐Ÿค–'s profile picture
Tony Scott ๐Ÿง„(๐Ÿฆ†๐Ÿ“๐Ÿต๐Ÿงช๐Ÿงฌ๐Ÿชช)โŒ=โ†‘๐Ÿง„๐Ÿง„๐Ÿง„๐Ÿฅฉ๐Ÿฅš๐Ÿง€โ†“๐Ÿ‘ฝ๐Ÿ‘พ๐Ÿค–4 months ago

@trentster

Saurabh Gayali's profile picture
Saurabh Gayali4 months ago

does this mean it is running on client side?

Sean L., Ph.D., CFA's profile picture
Sean L., Ph.D., CFA4 months ago

So much fun! ๐Ÿคญ๐Ÿคญ

robertLee's profile picture
robertLee4 months ago

Holy shit, 1-bit diffusion actually working? This feels like the moment we went from bulky desktops to phones. Browser local gen is insane. Gonna try it immediately!

AI in Research's profile picture
AI in Research4 months ago

Insane! 1-bit diffusion running 100% locally in browser?! ๐Ÿคฏ The game is officially changed. A 4B model taking only 3GB means no more beefy GPUs for image generation. The future of AI is local, optimized, and accessible to everyone! ๐Ÿ”ฅ๐Ÿ‘

stbn's profile picture
stbn4 months ago

The most shocking part?

Peter Morris's profile picture
Peter Morris4 months ago

Why do they keep comparing against 16 bits? Surely those are for training, not running?

The Cryptory (thecryptory.quantum)'s profile picture
The Cryptory (thecryptory.quantum)4 months ago

where can I download these and run them locally?

Josh Zhang โˆฃ ๆฅตๅฎข่ฒกๅ‹™ๅฎ˜'s profile picture
Josh Zhang โˆฃ ๆฅตๅฎข่ฒกๅ‹™ๅฎ˜4 months ago

Cross-border wealth? Tax efficiency is key, but so is understanding *where* you're efficient. Jurisdictions interact, often unexpectedly. My system helps find the sweet spot.

Prateek Tripathi's profile picture
Prateek Tripathi4 months ago

YES No more beefy GPUs is the real win

accelerate(e/acc)'s profile picture
accelerate(e/acc)4 months ago

@adrgrondin how about bringing it to local AI

Dubravko Siskic's profile picture
Dubravko Siskic4 months ago

Daj nemoj jebat

Susid Sprava's profile picture
Susid Sprava4 months ago

That's impossible!!!

luis's profile picture
luis4 months ago

@xenovacom Is this my phone or is something wrong?

Torchify911's profile picture
Torchify9114 months ago

My ADHD closed it before it loaded.

.'s profile picture
.4 months ago

API?

@NeuralFlux_AI's profile picture
@NeuralFlux_AI4 months ago

@victormustar Very good, but how can we use and learn it efficiently?

Kobayashi Maru's profile picture
Kobayashi Maru4 months ago

Damn

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