ICY ANIMATE WORKFLOW · ICEKIUB - AI Tech and ComfyUI

ICY ANIMATE WORKFLOW

Load your image and video, and run the Klein Swap. Might take a couple tries to get the good first frame, nothing I can do about that (model skill issue)If you do not want to use Klein swap, connect the load image directly to the Set_Referenceimage

When you're happy with your first frame, lock the seed and activate the preprocessing group and run the workflow

The higher the resolution, the higher the processing time. You will need to do some basic math to determine how many frames you do per sampler, this amount you can do per sampler will depend on your available amount of VRAM. The more you have the more frames you can do at once. For example, using a RTX PRO 6000 you can do as many frames as you want at once.

I recommend starting medium res (3) with 81 frames chunks (5seconds) per sampler and go up or down from there depending on your hardware and chosen resolution.you will need access to sam3 and klein for all to work guide in blue node isnt fully updated

Klein (ask for access)

Diffusion_models: https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/blob/main/flux-2-klein-9b-fp8.safetensors

text_encoders: https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors

vae: https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/vae/flux2-vae.safetensors

Wan Animate

Diffusion_models: https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/resolve/main/Wan22Animate/Wan2_2-Animate-14B_fp8_scaled_e4m3fn_KJ_v2.safetensors

vae https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors

text_encoders: https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensorsclip_vision/ https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors

WanAnimate_relight_lora_fp16.safetensors https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/LoRAs/Wan22_relight/WanAnimate_relight_lora_fp16.safetensorsspeed

lora https://huggingface.co/lightx2v/Wan2.1-I2V-14B-480P-StepDistill-CfgDistill-Lightx2v/resolve/main/loras/Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors

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