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Kumar K Jha

Independent builder. Currently shipping atveanimation.com. Writes about the unglamorous parts.

Omaha, Nebraska Joined on Jun 26, 2026 https://www.atveanimation.com/

Oct 21

What interactive video world models actually do on one GPU (and a tool to check)

#showdev #ai #machinelearning #python

6 min read

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Aug 8

Measuring diffusion video performance on a MacBook: one speedup and a large gap

#machinelearning #applesilicon #python #performance

6 min read

Jul 19

A 1.125x FLUX speedup was real. The harder question is where diffusion gives back time.

#machinelearning #apple #python #performance

6 min read

Jul 16

I made FLUX 1.16 faster on an M5 Max. Then I found out my quality gate was measuring the wrong thing.

#machinelearning #apple #python #performance

7 min read

Jun 26

What it actually costs to generate one AI cartoon video, line by line

#ai #machinelearning #sideprojects

9 min read

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