Reference Fill (flux-fill-dev + deepseek-Janus-Pro) — v1.0

Reference Fill (flux-fill-dev + deepseek-Janus-Pro) is for generating and editing images from a reference image and text prompt, including restoring or extending reference details; it accepts a reference image and text prompt and sends the generated image to preview or saving.

The named stages include image loading and resizing, mask conversion and cutting, inpainting or outpainting preparation, Flux guidance, sampling, and decoding.

Use a reference image with LoadImage; masked edits use MaskToImage and Cut By Mask.

Text prompts are handled by CLIPTextEncode, and the resulting image can be sent to PreviewImage or SaveImage.

Published by Nouvo Ai, this workflow uses Flux.1 D as its base model.

The workflow names these model files: ae.safetensors, clip_l.safetensors, flux1-fill-dev.safetensors, and t5xxl_fp8_e4m3fn.safetensors. It also names deepseek-ai/Janus-Pro-1B.

Image and mask stages named include LoadImage, ImageResize+, MaskToImage, Cut By Mask, ImagePadForOutpaint, ImageRemoveAlpha+, and InpaintModelConditioning.

Other named stages include CLIPTextEncode, DualCLIPLoader, FluxGuidance, DifferentialDiffusion, JanusImageUnderstanding, JanusModelLoader, KSampler, UNETLoader, VAEDecode, VAELoader, PreviewImage, and SaveImage.

The published description presents reference-based generation without additional training, IP-Adapter, LoRA, or extra fine-tuning.

For restoration or extension, consider ImagePadForOutpaint, InpaintModelConditioning, DifferentialDiffusion, and ImageResize+.

Sugerencia · sin verificar

Before running, verify that your setup includes deepseek-ai/Janus-Pro-1B, ae.safetensors, CLIPTextEncode, and SaveImage.

Sugerencia · sin verificar

No license is stated for this workflow.