WanVideoClipVisionEncodeMultiGPU.md

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.