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Yigithan Yigit

Yigithan Yigit

Serving sub-second Ideogram v4 without quality loss

Serving sub-second Ideogram v4 without quality loss

At @fal we serve Ideogram V4 at high speed. At 1K resolution, a generation that used to take 2.75 s now renders in 0.44 s, a 6x speedup with no visible quality loss. We got there by pushing the cost of a generated image down on every axis
Jul 9, 2026 16 min read
Chasing 6+ TB/s: an MXFP8 quantizer on Blackwell

Chasing 6+ TB/s: an MXFP8 quantizer on Blackwell

We built an MXFP8 quantizer in CuTeDSL that hits 6+ TB/s on B200. The kernel writes scale factors directly into the packed layout that Blackwell's block-scaled Tensor Cores expect, so downstream GEMMs can consume them without an additional pack step. MXFP8 is a microscaling format (from
Jan 27, 2026 7 min read
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