Anima Multi-purpose Image to Image Inpaint & Upscale [Anima Edit Lora + Inpaint Lora + ControlNet etc.]
3
29
2
Updated: Jun 30, 2026
toolDownload
1 variant available
License:
AnimaThe Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.
Built on NVIDIA Cosmos
An Anima t2i Workflow to Cover Your Basic Needs
Features:
One workflow to do inpaint and edit lora.
Quick bypass access
No messy connections. Clean and tidy. Easy to understand and customize.
Anima Sampler, an alternative to KSampler. May or may not produce better results.
ControlNet
Seed Variance Enhancer, a second dice to roll for desired outcome.
Artist Mix: Hot switch to enable/disable. Bypass the node to avoid compatibility issues. (Bypassing/Unbypassing the node requires loading another model then loading your desired model again to clean cache. I hope this will be fixed in the future)
Tiled Diffusion for high upscale factors.
Use cases: (Options to enable)
Whole image editing using Anima Edit Lora
1st - Image Edit
Image Resize (optional)
Full Image Latent
Anima Edit Lora
ControlNet (optional)
Masked inpaint:
1st - Image Edit
Image Resize (optional)
Inpaint Crop and Stitch (optional)
Inpaint Latent
Inpaint Lora
ControlNet (optional)
Upscaling:
2nd - Upscale
Full Image Latent
Upscaled by Latent/Model/RTX
ControlNet (optional)
Tiled Diffusion (optional, recommended for whenever the output is having artifacts)
Color Fix (optional)
(Experimental) Masked image editing using Anima Edit Lora:
1st - Image Edit
Image Resize (optional)
Inpaint Crop and Stitch (optional)
Inpaint Latent
Inpaint Lora
Anima Edit Lora
ControlNet (optional)
It seems that anima edit lora is supposed to work on the whole image. For masked image when it works it works.
Custom nodes used (not shown in "In Workflow" inside the Node Manager):
Anima Sampler: https://github.com/KeithZ117/Comfyui-anima-sampler
Anima-Artist-Mixer: https://github.com/An1X3R/Anima-Artist-Mixer
ComfyUI-Anima-LLLite: https://github.com/kohya-ss/ComfyUI-Anima-LLLite
ComfyUI-MooshieTiledDiffusion: https://github.com/Mooshieblob1/ComfyUI-MooshieTiledDiffusion
ComfyUI-KJNodes : https://github.com/kijai/ComfyUI-KJNodes
Some of these may not install properly through the Node Manager, so you might need to download and place them manually into the custom nodes folder.
