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WanVideoClipVisionEncodeMultiGPU

WanVideoClipVisionEncodeMultiGPU runs WanVideo's CLIP vision encoder on the device you provide. It supports tiled encoding, dual-image blending, and optional negative guidance while managing offload behaviour for you.

Inputs

Required

Parameter Data Type Description
clip_vision CLIP_VISION Encoder pair from LoadWanVideoClipTextEncoderMultiGPU.
load_device MULTIGPUDEVICE Device where encoding should occur.
image_1 IMAGE Primary image to encode.
strength_1 FLOAT Weight applied to the first image embedding.
strength_2 FLOAT Weight applied to the second image embedding.
crop STRING Cropping mode (center or disabled).
combine_embeds STRING Strategy when combining multiple embeds (average, sum, concat, batch).
force_offload BOOLEAN Offload encoder after processing.

Optional

Parameter Data Type Description
image_2 IMAGE Secondary image for combination.
negative_image IMAGE Negative reference image.
tiles INT Enable Matteo's tiled encode by setting tile count > 0.
ratio FLOAT Blend ratio used with tiled encoding.

Outputs

Output Name Data Type Description
image_embeds WANVIDIMAGE_CLIPEMBEDS CLIP vision embeddings suitable for Wan samplers or encoders.

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