H
Jul 12, 2026How to Turn Image Model Chaos into a Repeatable Pipeline (A Guided Journey)
On 2025-09-14, during a tight sprint to add generative artwork to a design pipeline for a small...
Jul 12, 20265 min read0 reactions0 comments
Tag archive
On 2025-09-14, during a tight sprint to add generative artwork to a design pipeline for a small...
Models that convert prompts into images can look brilliant in demos and still fail in product...
Last quarter, on a tight product launch for a visual collaboration app, I hit the exact crossroads...
Flux.2 32B wants 16GB FP8; SD 3.5 Large 8B fits 14GB FP16. Head-to-head GPU + VRAM compare for picking your 2026 image-gen flagship.
RTX 4070 Ti Super 16GB runs SD 3.5 Large FP8 at ~10s/image. 5 GPUs ranked for SD 3.5 Large (8B) and Medium (2.6B) workflows in 2026.