WAN 2.2 Image-to-Video l GGUF
A straightforward GGUF-based workflow for efficiency and speed that uses Speed LoRA to improve fluidity without losing quality, and tested KSampler settings for realistic motion, as well as upscaling your finished video for professional-level resolution
I2V
IMAGE 2 VIDEO
IMAGE2VIDEO
VIDEO UPSCALE
WAN 2.2
WAN 2.2 I2V
WAN 2.2 IMAGE 2 VIDEO
WAN2.2 IMAGE2VIDEO
2
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Nodes & Models
LoadImage
CLIPLoader
umt5_xxl_fp8_e4m3fn_scaled.safetensors
Ver Private
Comm Use
VAELoader
wan_2.1_vae.safetensors
Ver Private
Comm Use
wan2.2_vae.safetensors
Ver Private
Comm Use
GetNode
UNETLoader
WAN\wan2.2_ti2v_5B_fp16.safetensors
LoraLoaderModelOnly
WAN 2\Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors
WAN 2\Wan2.1_I2V_14B_FusionX_LoRA.safetensors
CLIPTextEncode
ImageScaleBy
VAEEncode
ModelSamplingSD3
KSampler
VAEDecode
WanImageToVideo
KSamplerAdvanced
SetNode
LoaderGGUF
LoaderGGUF
Anything Everywhere
PathchSageAttentionKJ
LayerUtility: PurgeVRAM
VHS_VideoCombine
VHS_VideoCombine
A straightforward GGUF-based workflow for efficiency and speed that uses Speed LoRA to improve fluidity without losing quality, and tested KSampler settings for realistic motion, as well as upscaling your finished video for professional-level resolution
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