10x Faster Than Standard LLM!? DiffusionLM Explained
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Top Comments (10)
2017: Attention is all you need 2025: diffusion is all you need
BYCLOUD SAMAAA I NEED A VIDEO RIGHT NOW ON HOW DIFFUSION LM WORKS
Please make the technical Deep dive into diffusion LMs
Oh, finally an update on this wonderful idea!
AI is going in reverse, we're switching image gen to autoregression and text to diffusion
Note that diffusion might make it easier to solve certain types of problems. There are many problems where it is better to create a global solution that is refined over time.
Try out Warp 2.0 now, the current rank #1 AI on Terminal Bench, outperforming Claude Code: https://go.warp.dev/bycloud You can also use code "BYCLOUD" to get Warp Pro for 1 month free. (limited for 1,000 redemptions) correction 0:22 it's not really an architecture, it's an objective, my bad.
There are some wild techniques being that have been shown off recently. We got Diffusion, we got HRMs, we got Mamba, we got Self-Adapting Continuous Learning. AI researchers be cooking.
RIP next token prediction... you've been too great so far.
2000's teachers: better pay attention, you won't always have a calculator with you 2025's teachers: a locally ran language model in your pocket (plus it does math)
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Top Comments (10)
2017: Attention is all you need 2025: diffusion is all you need
BYCLOUD SAMAAA I NEED A VIDEO RIGHT NOW ON HOW DIFFUSION LM WORKS
Please make the technical Deep dive into diffusion LMs
Oh, finally an update on this wonderful idea!
AI is going in reverse, we're switching image gen to autoregression and text to diffusion
Note that diffusion might make it easier to solve certain types of problems. There are many problems where it is better to create a global solution that is refined over time.
Try out Warp 2.0 now, the current rank #1 AI on Terminal Bench, outperforming Claude Code: https://go.warp.dev/bycloud You can also use code "BYCLOUD" to get Warp Pro for 1 month free. (limited for 1,000 redemptions) correction 0:22 it's not really an architecture, it's an objective, my bad.
There are some wild techniques being that have been shown off recently. We got Diffusion, we got HRMs, we got Mamba, we got Self-Adapting Continuous Learning. AI researchers be cooking.
RIP next token prediction... you've been too great so far.
2000's teachers: better pay attention, you won't always have a calculator with you 2025's teachers: a locally ran language model in your pocket (plus it does math)