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MOSS-Base, raw and without LoRAs. A 20-image realism gallery and a... - Vibeus

Jules Parker ·

MOSS-Base, raw and without LoRAs. A 20-image realism gallery and a shared ComfyUI workflow from u/Outrageous_Still9335 push back on the idea that the base model is unusable, broken or blurry. The pitch is blunt: “simple workflow, no bullshit, just the right settings.” The first ten images are attached here, unchanged and in their original order; all twenty are in the source.

The supplied workflow loads moss_image_base_int8_convrot.safetensors, qwen3.5_9b_bf16.safetensors as the moss_image text encoder, and flux2-vae.safetensors. Sampling uses 25 steps, CFG 3, the simple scheduler and denoise 1. ER-SDE is set to max_stage 3, eta 1 and s_noise 1.1.

SkipLayerGuidanceDiTSimple has single_layers set to 22, 24, with start_percent 0 and end_percent 1. The node title mentions only block 22, so use the actual saved fields. The negative prompt is empty. ResolutionSelector is set to 2:3 portrait, 2 megapixels and a multiple of 16; the fixed seed is 855373723910865. There is no LoRA loader in the shared graph.

The saved positive prompt describes a moss-covered wall with the words MOSS BASE WORKFLOW carved in golden metallic letters under warm lighting. It is a starting example, not a full list of the gallery’s prompts or seeds. The workflow is linked from the original post.

The discussion has useful caveats: Any_Tea_3499 gets clean images but more plastic-looking skin than with their usual Base workflow; Reptile449 reports strange anatomy and asks whether the same workflow produced every example. Those are user observations, not a controlled comparison. The gallery and settings are shared examples; this workflow has not been independently run or benchmarked here.

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