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diobrando0/realstagram-zimg
realstagram-zimg is a text-to-image model from diobrando0. Use it when you need an image from a text prompt. The card lists the license as apache-2.0.
Subtle realism LoRA for Z-Image Turbo. Designed to stack on top of character LoRAs to enhance photorealism without overpowering the underlying generation — preserves Z-Image's native composition and lighting while pus…
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Updated May 5, 2026
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.safetensors340 MB · 63%
From the Hugging Face model README
Subtle realism LoRA for Z-Image Turbo. Designed to stack on top of character LoRAs to enhance photorealism without overpowering the underlying generation — preserves Z-Image's native composition and lighting while pushing the output toward an amateur / candid Instagram look.
0.2 – 0.6 to preserve the character's identity while picking up the realism look. Higher strengths can override the character.Tongyi-MAI/Z-Image-Turbo / Z-Image De-Turbo.Side-by-side: left = with this LoRA, right = base Z-Image Turbo (same prompt + seed).

| File | Purpose |
|---|---|
REALSTAGRAM_ZIMG.safetensors | The LoRA itself |
sample_workflow.json | ComfyUI API-format workflow (Z-Image Turbo + this LoRA + ClownsharKSampler refinement) |
comparisons/ | 22 side-by-side stitched comparisons (REALSTAGRAM vs base) |
samples/ | 22 raw with-LoRA + 22 raw without-LoRA pairs |
Drop sample_workflow.json into ComfyUI. It expects:
z_image_turbo_bf16.safetensors (UNet)qwen_3_4b.safetensors (text encoder)zimg_ae.safetensors (VAE)REALSTAGRAM_ZIMG.safetensors in models/loras/ClownsharKSampler_Beta)