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. |
