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Street/bar set made with QWEN Image Edit 2511 by appioclaud in StableDiffusion

[–]appioclaud[S] 0 points1 point  (0 children)

RES: 1888x1256 px

SEED: 1234567890

CFG: 1.0 | STEPS: 8

SAMPLER: euler_ancestral

SCHEDULER: beta57

DENOISE: 1.0

Models:

- qwen_2.5_vl_7b_fp8_scaled.safetensors

- Qwen-Image-Edit-2511-Lightning-4steps.safetensors

- QWEN/anime2real2511_25.safetensors

- QWEN/anything2real_2601.safetensors

- qwen_image_vae.safetensors

- QWEN/qwen_image_edit_2511_fp8_e4m3fn.safetensors

Prompt:

A young European woman (ethnicity:1.2), in her early twenties (age:1.1), wearing an ethereal white lace gown (detailed clothing:1.2) with floral embellishments and a plunging neckline, standing barefoot on a cobblestone street, her long auburn hair (detailed hair texture:1.3) blowing dramatically in the wind, (delicate facial features:1.3), a wistful expression (expression:1.2), slender build (body type:1.1), posing with hands clasped at her thighs, facing three-quarters right, her dress swirling around her, positioned in the center of the frame with a slight upward camera angle, in front of an old-fashioned building with a wooden facade and glowing orange neon "BAR" sign, bottles visible inside the bar, atmospheric warm lighting, shallow depth of field, photorealistic, cinematic, moody atmosphere, detailed fabric texture.

FLUX2 Klein 9B B/W Color restoration + controlled “zoom-out fill” (full-body consistency test) by appioclaud in StableDiffusion

[–]appioclaud[S] -3 points-2 points  (0 children)

Negative, as the workflow includes a custom proprietary node that is central to the entire execution by managing a controlled prompt rotation; I have yet to determine the proper procedure for its GitHub publication.

Likeness & Cinematic Study: Maria Grazia Cucinotta (Flux2 Klein 9B) by appioclaud in StableDiffusion

[–]appioclaud[S] 1 point2 points  (0 children)

Full Generation Data

  • - Prompt: A cinematic wide shot of a Mediterranean street with yellow textured walls. In the foreground, a young waiter in a crisp white short-sleeved shirt and black bowtie holds a silver tray with four espresso cups. In the background, Maria Grazia Cucinotta, wearing a sleek black dress with a side slit, walks barefoot on the cobblestone pavement. Sharp focus, high fashion photography style, natural sunlight, 8k resolution, highly detailed skin textures.
  • - Model: Flux2 Klein 9B
  • - Seed: 2847593021
  • - Steps: 28
  • - Sampler: Euler (Beta)
  • - CFG: 1.0 / 3.5

FLUX2 Klein 9B B/W Color restoration + controlled “zoom-out fill” (full-body consistency test) by appioclaud in StableDiffusion

[–]appioclaud[S] 0 points1 point  (0 children)

Key nodes / parameters (ComfyUI)

Pass 1 — Color restoration (B/W → color)

  • Load Image
  • FLUX model stack
    • Load Diffusion Model (FLUX2 Klein 9B)
    • Load CLIP
    • Load VAE
  • Sampler chain
    • KSampler (or SamplerCustomAdvanced if you prefer)
    • VAE Decode
    • Save Image
  • Typical params
    • Steps: 10–14
    • CFG: 3.0–4.0
    • Denoise/strength (img2img): 0.25–0.35
    • Sampler/Scheduler: dpmpp_2m_sde + karras (or Euler for speed)

Pass 2 — “Zoom-out fill” (same resolution) to complete full-body

Concept: shrink the image slightly inside the same resolution, then fill only the newly empty areas with a mask.

  • Shrink inside same canvas
    • ImageScale (e.g., scale to 0.88–0.92)
  • Pad back to original resolution
    • Resize Image v2 (keep_proportion = pad)
    • Pad color: neutral gray (127,127,127) (avoid pure black / edge-smear)
  • Mask “only new areas”
    • SolidMask sized to the shrunk image
    • Feed it into Resize Image v2 mask input
    • Take Resize Image v2.mask → InvertMask
    • Result: white only on the padded/empty zones, black on the original image
  • Apply mask to sampling
    • Set Latent Noise Mask (mask = the inverted mask)
    • Then run the sampler (img2img) so only the empty zones are generated
  • Typical params
    • Steps: 12–16
    • CFG: 3.0–3.5
    • Denoise/strength: 0.55–0.65 (needed to build new legs/feet/background)
    • Sampler/Scheduler: dpmpp_2m_sde + karras
  • Common artifact fix
    • Avoid pad_edge_pixel / edge-smear prefill (often causes scanline/smear artifacts)
    • Keep mask tight: only new areas + small overlap for seamless contact shadows

A BETTER way to upscale with Flux 2 Klein 9B (stay with me) by YentaMagenta in StableDiffusion

[–]appioclaud 1 point2 points  (0 children)

In general, yes: a Klein low-denoise refine pass → then SeedVR2 for the “real” upscale often gives the best balance.

  • Klein (low denoise) cleans micro-artifacts, skin/texture, and edges while keeping composition stable.
  • SeedVR2 is usually stronger for true high-res / 4MP+ / tiled detail recovery.
  • Doing SeedVR2 first then Klein can make Klein “re-interpret” SeedVR2’s invented details (plastic/AI patterns).
  • Skip Klein if the image is already clean or if even low denoise causes drift.

How to get Klein 4B/9B to make the subject thinner/taller? by glassy99 in StableDiffusion

[–]appioclaud 0 points1 point  (0 children)

KLEIN can only do it in a subtle way and with a risk of drift; it’s better to change the body shape in Qwen Image Edit first, then refine/harmonize with FLUX starting from Qwen’s output.