PrismML (@PrismML) / X

PrismML

116 posts

PrismML

@PrismML

Centering AI research on efficiency. discord.gg/prismml

United States

Joined March 2025

Pinned
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
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PrismML reposted
Vinod Khosla
@vkhosla
Jun 14
Great idea especially if you consider Prism ML x.com/PrismML/status… and prismml.com as a way to get "concentrated intelligence": very high, almost as good, performance as frontier models on phone hardware! I suspect a 50b-100b parameter model will run on an iPhone
Jeff Dean
@JeffDean
Jun 13
People replace their phones every ~4 yrs. This means there are hundreds of millions of old phones discarded each year that are still perfectly usable as computing devices. @Google in collabration with @UCSD is exploring how to turn these old phones into cloud-computing “phone
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Sahin Lale
@SahinLale
May 29
After @tcarambat’s video on our model — s/o for the support of local AI — we noticed the outputs looked much worse than expected on Macs. Turns out it was a text encoder padding bug. Fixed now, and the improvement is huge! See the before/after results. Please update your Bonsai
Evan Walters
@evaninwords
May 28
Bug fix! Bonsai Image generations on local MacBook MLX will be even better quality. Turns out how you pad text matters 😆 try it out! github.com/PrismML-Eng/Bo…
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Evan Walters
@evaninwords
May 28
Bug fix! Bonsai Image generations on local MacBook MLX will be even better quality. Turns out how you pad text matters 😆 try it out!
GitHub - PrismML-Eng/Bonsai-Image-Demo: Generate images locally
From github.com
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AJ
@ItsmeAjayKV
May 27
First tests on my 12GB RTX 3060 with the new @PrismML Ternary Bonsai image 4B model are actually insane. 1408×704 in ~2.8s (4 steps), peak VRAM under 7GB extremely consistent This might be the best text2image model you can run on small consumer cards rn. Better benchmark
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
10K
PrismML reposted
Rohan Mukherjee
@roerohan
May 27
Local models are THIS GOOD already?
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
3K
PrismML reposted
Ostap Kolinets
@yklnss
May 26
A huge deal for the future of local AI
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
2K
PrismML reposted
Harshil
@harshil1712
May 26
Love everything PrismML's been doing for small local models! You can generate images, on your tiny computer or browser 🔥
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
1.9K
PrismML reposted
Daniel Yurkin
@danyurkin
May 26
running this locally on an iPhone is kinda crazy ngl! big deal @PrismML
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
1.5K
PrismML reposted
Adrien Grondin
@adrgrondin
May 26
On-device image generation on iPhone that is actually fast and also high quality! Impressive model by @PrismML.
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
4.4K
PrismML reposted
wesleimade
@wesleimade
May 26
Continuing my tests with Ternary Bonsai Image 4B. Same prompt with different seeds. Amazing work @PrismML!
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Crown 👑
@ciruai
May 26
This is a huge leap forward for high quality diffusion inference on local hardware. I've had to spend 40GB+ to get similar quality in the past. The software optimizations happening are just as important as the hardware ones, if not more important. The future is bright!
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
1.6K
PrismML reposted
Vibe Coding with Gene
@with_gene2626
May 26
The age of Ternary Models has truly begun...
PrismML
@PrismML
May 26
Today we’re releasing 1-bit and Ternary Bonsai Image 4B. A new family of image-generation models designed to run high-quality diffusion inference on local hardware: from laptops to phones.
1K