ComfyUI Node
NL WanVideo ImageToVideo Encode v2 (multi-ref)
A ComfyUI node in WanVideoWrapper with 18 inputs and 1 output.
NL WanVideo ImageToVideo Encode v2 (multi-ref)
- vae
- clip_embeds
- reference_images
- control_embeds
- temporal_mask
- extra_latents
- add_cond_latents
- image_embeds
◄width832►
◄height480►
◄num_frames81►
◄noise_aug_strength0.000►
◄start_latent_strength1.000►
◄end_latent_strength1.000►
◄force_offloadtrue►
◄reference_frame_indicesauto►
◄fun_or_fl2v_modeltrue►
◄dual_encode_lastfalse►
◄tiled_vaefalse►
CategoryWanVideoWrapper
Inputs (18)
| Name | Type | Default | Description |
|---|---|---|---|
| width | INT | 83264–8096 | Width of the image to encode |
| height | INT | 48064–8096 | Height of the image to encode |
| num_frames | INT | 811–10000 | Number of frames to encode |
| noise_aug_strength | FLOAT | 0.0000–10 | Strength of noise augmentation, helpful for I2V where some noise can add motion and give sharper results |
| start_latent_strength | FLOAT | 1.0000–10 | Multiplier for the first latent that receives a reference frame |
| end_latent_strength | FLOAT | 1.0000–10 | Multiplier for the last latent that receives a reference frame |
| force_offload | BOOLEAN | true | — |
| vaeopt | WANVAE | — | |
| clip_embedsopt | WANVIDIMAGE_CLIPEMBEDS | Clip vision encoded image | |
| reference_imagesopt | IMAGE | One or more reference frames (start / middle / end) | |
| reference_frame_indicesopt | STRING | auto | Comma separated frame indices for each reference. -1 targets the last frame. Use 'auto' to evenly spread references. |
| control_embedsopt | WANVIDIMAGE_EMBEDS | Control signal for the Fun -model | |
| fun_or_fl2v_modelopt | BOOLEAN | true | Enable when using official FLF2V or Fun model |
| dual_encode_lastopt | BOOLEAN | false | Use Wan 2.2 style two-pass VAE encoding that treats the last frame as an end frame |
| temporal_maskopt | MASK | Optional per-frame mask; combined with reference locations and resized automatically | |
| extra_latentsopt | LATENT | Extra latents to add to the input front, used for Skyreels A2 reference images | |
| tiled_vaeopt | BOOLEAN | false | Use tiled VAE encoding for reduced memory use |
| add_cond_latentsopt | ADD_COND_LATENTS | Additional cond latents WIP |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| image_embeds | WANVIDIMAGE_EMBEDS | — |