diff --git a/.gitattributes b/.gitattributes
index be8cb15fafe7c36b7fa895d84827265eb03369f4..d1c126ec5feb1c4b34e4188a96e0f70d79159c15 100644
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+# 1-step extreme test — an experiment, not a usable setting
+
+**This LoRA is trained for 2 steps. Do not take these images as a way to run it.**
+
+Everything in this folder is an out-of-spec experiment: the stock Krea 2 Turbo and Turbo with this LoRA, each run at
+just **one step** — a single call, half the LoRA's trained step count and an eighth of Turbo's own 8 — on the same 15
+prompts, the same seed (4242), at all 12 resolutions of the sweep, the LoRA at its normal strength (1.0).
+
+Each strip is one prompt, side by side: **native Krea 2 Turbo at 1 step on the left, Turbo + this LoRA at 1 step on the
+right.** Stock Turbo returns a smear at one step; with the LoRA the same single call returns a coherent picture — subject,
+composition, lighting and colour — soft, with hair and fur streaked and the finest structure absent. A rough preview of
+composition and colour, and nothing more.
+
+Layout: `<WxH>/<prompt>.jpg` is the LoRA's single-step render and `<WxH>/<prompt>_comparison.jpg` the side-by-side strip
+(native on the left, LoRA on the right); stock Turbo's single-step renders are in the sibling folder
+`../_turbo-base-NO-LoRA-1step/`; `thumbs/` holds reduced copies of the strips the main README embeds.
+
+For actual output use the settings the LoRA is distilled for: **2 steps, guidance 0.0 (cfg 1.0 in ComfyUI), mu = 1.15,
+strength 1.0** — see the main README at the root of this repository. A dedicated 1-step adapter is a possible follow-on
+project.
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