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Sep 9, 2026
v2 Grammar — FLUX.1 Dev, 2500 steps, rank 32, resolution 1024. Champion: epoch 9 (acceptance: fox generalization + portrait anatomy + style fidelity). Companion: PZNS Monotype Surface v2 (in production).
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Created on Civitai
The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.
IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.
PZNS Monotype Style v2 — Grammar is the composition half of a two-LoRA authorial system by a professional photographer and printmaker. It teaches FLUX.1 Dev the drawing language of original hand-pulled monotypes: flat ink washes and engraving-style hatching carried by the subject itself, halftone grain over the whole surface, torn plate edges and the physical memory of aged paper.
Trained exclusively on the author's original series: 102 complete compositions plus curated detail crops (faces, hands, figures) from 34 hand-pulled monotypes. Champion checkpoint: epoch 9, selected via acceptance tests on new-subject generalization, face anatomy and style fidelity.
Trigger: pzns_style. Recommended strength 0.8-1.0. For the full monotype look use guidance/CFG 3.5-4.5 with dense style vocabulary in the prompt (ink wash, halftone grain, craquelure, torn plate edges). Pairs with the companion LoRA "PZNS Monotype Surface v2" (trigger pzns_texture) for stacked full materiality.
This is an authorial style: commercial use of generated images requires the author's permission.

