<h1 id="finally-a-solution-for-consistent-character-posing!">Finally, a Solution for Consistent Character Posing!</h1>Simply input any character you want and the poses you want them to perform, and that's it.The examples I gave aren't cherry picked. I've tested it like 30 times and they all give me exactly what I asked for.While waiting for WAN 2.1 to release an image-to-image model with ControlNet support, my workflow is currently the best alternative for achieving consistent character poses.Better and much faster than Flux Kontext.On a A4000 gpu with 16GB VRAM, it takes around 40 to 50 seconds to generate 3 images.Link for the fastest wan2.1 model that I'm using in my workflow: <a target="_blank" rel="ugc" href="https://huggingface.co/QuantStack/Wan2.1_T2V_14B_LightX2V_StepCfgDistill_VACE-GGUF/tree/main">https://huggingface.co/QuantStack/Wan2.1_T2V_14B_LightX2V_StepCfgDistill_VACE-GGUF/tree/main</a>Disclaimer1 : I'm using a very optimized Wan2.1 vace model, if you look at the generation setting, I'm using only 4 steps and 1 cfg. If you want to use your own Wan2.1 vace model, increase those setting with whatever works best for your model. But I highly recommend downloading the one I linked because it's super fast!Wan 2.1 vae : <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/vae">https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/vae</a>Disclaimer2: if you're getting triton/torch/cuda erros, bypass the torchcompileModelwanVideoV2 Node, then "update all" in comfy manager, then restart.The clip model I'm using : <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors">https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors</a>Poses I used: <a target="_blank" rel="ugc" href="https://civarchive.com/models/22214/openposes-collection">https://civarchive.com/models/22214/openposes-collection</a> (and ofc use your own poses)Now you can use just one reference image to create a LoRA for your character, or why even bother with a LoRA when you have this workflow?

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