Anima Image to Image Inpaint & Outpaint & Upscale [Anima Edit Lora & Extend Image Lora + Inpaint Lora + ControlNet etc.] — v1.1

Use this Anima image-to-image workflow with an input image to edit the whole image, inpaint masked areas, extend an image outward, or upscale it, producing edited, inpainted, outpainted, or upscaled images.

For whole-image editing, use Image Edit, optional Image Resize, Full Image Latent, Anima Edit Lora, and optional ControlNet.

For masked inpainting or editing, use optional Image Resize and Inpaint Crop and Stitch, followed by Inpaint Latent, Inpaint Lora, optional ControlNet, and Anima Edit Lora.

For outpainting, use Padding for Outpaint, Image Resize, Full Image Latent, and Anima Edit Lora; for upscaling, use a second-stage Full Image Latent with latent, model, or RTX upscaling, plus optional ControlNet, Tiled Diffusion, and Color Fix.

The main input is an image, with optional Image Resize, Inpaint Crop and Stitch, ControlNet, or Padding for Outpaint; the described results are edited, inpainted, outpainted, or upscaled images.

Download version v1.1 from Civitai at https://civitai.com/models/2742680?modelVersionId=3099516.

Some named custom nodes may need manual placement in the custom-nodes folder if Node Manager does not install them.

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Listed model files include 4x-AnimeSharp.pth, anima-lllite-any-test-like-v2.safetensors, anima-lllite-inpainting-v2.safetensors, AnimeEditV2.safetensors, and Cosmos-Predict2.5-2B-base-distilled-LoRA.safetensors.

Additional listed model files are Extend Image (Anima Edit) v1.safetensors, JANIMA_v10.safetensors, qwen_3_06b_base.safetensors, and qwen_image_vae.safetensors.

The workflow lists comfyui-image-saver 1.22.0 and comfyui-mxtoolkit 0.9.92; named custom nodes include Anima Sampler, Anima-Artist-Mixer, ComfyUI-Anima-NAG, ComfyUI-Anima-LLLite, ComfyUI-MooshieTiledDiffusion, ComfyUI-KJNodes, and comfyui-upscale-by-model.

Optional controls include Image Resize, Inpaint Crop and Stitch, ControlNet, Tiled Diffusion, and Color Fix; Seed Variance Enhancer and quick bypass access are also included, and Artist Mix can be switched on or bypassed.

Anima Sampler is an alternative to KSampler, and the source says it may or may not produce better results.

Do not combine Anima Edit (Apply Cosmos Reference Latent) with Apply Anima ControlNet-LLLite because their documented frame counts differ: T=2 versus T=1. When Anima Edit Lora is enabled, use separate edit and Tiled Diffusion upscale runs.

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Artist Mix may work poorly with some LoRAs; if you bypass it, reload another model and then reload the desired model.

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