好像video_wan2_2_14B_animate工作流中某个LORA出了点问题，但是工作流能正常运行

Open gaochao0609 opened this issue 3 weeks ago • 2 comments
Custom Node Testing

[x] I have tried disabling custom nodes and the issue persists (see how to disable custom nodes if you need help)
Expected Behavior

video_wan2_2_14B_animate.json 这是官方的工作流，我只是修改了视频尺寸为720x1280 和帧数361，帧率24，其他都没有修改
我比较奇怪的是能正常生成视频，但是看LOG是有个LORA没有正常加载希望LORA可以正常加载
Actual Behavior

运行过程中出现LORA加载不正常的LOG
Steps to Reproduce

运行工作流就可以出现
Debug Logs

这是出现问题的LOG：
Requested to load CLIPVisionModelProjection
loaded completely; 44313.99 MB usable, 1208.10 MB loaded, full load: True
Using scaled fp8: fp8 matrix mult: False, scale input: False
Requested to load WanTEModel
loaded completely; 95367431640625005117571072.00 MB usable, 6419.48 MB loaded, full load: True
CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cuda:0, dtype: torch.float16
Requested to load WanVAE
loaded completely; 26958.73 MB usable, 242.03 MB loaded, full load: True
Using scaled fp8: fp8 matrix mult: False, scale input: False
model weight dtype torch.float16, manual cast: None
model_type FLOW
unet missing: ['text_embedding.0.scale_weight', 'text_embedding.2.scale_weight', 'time_embedding.0.scale_weight', 'time_embedding.2.scale_weight', 'time_projection.1.scale_weight', 'head.head.scale_weight', 'img_emb.proj.1.scale_weight', 'img_emb.proj.3.scale_weight', 'face_adapter.fuser_blocks.0.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.0.linear1_q.scale_weight', 'face_adapter.fuser_blocks.0.linear2.scale_weight', 'face_adapter.fuser_blocks.1.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.1.linear1_q.scale_weight', 'face_adapter.fuser_blocks.1.linear2.scale_weight', 'face_adapter.fuser_blocks.2.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.2.linear1_q.scale_weight', 'face_adapter.fuser_blocks.2.linear2.scale_weight', 'face_adapter.fuser_blocks.3.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.3.linear1_q.scale_weight', 'face_adapter.fuser_blocks.3.linear2.scale_weight', 'face_adapter.fuser_blocks.4.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.4.linear1_q.scale_weight', 'face_adapter.fuser_blocks.4.linear2.scale_weight', 'face_adapter.fuser_blocks.5.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.5.linear1_q.scale_weight', 'face_adapter.fuser_blocks.5.linear2.scale_weight', 'face_adapter.fuser_blocks.6.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.6.linear1_q.scale_weight', 'face_adapter.fuser_blocks.6.linear2.scale_weight', 'face_adapter.fuser_blocks.7.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.7.linear1_q.scale_weight', 'face_adapter.fuser_blocks.7.linear2.scale_weight', 'face_encoder.out_proj.scale_weight']
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lora key not loaded: blocks.8.self_attn.v.lora_A.weight
lora key not loaded: blocks.8.self_attn.v.lora_B.weight
lora key not loaded: blocks.9.cross_attn.k.lora_A.weight
lora key not loaded: blocks.9.cross_attn.k.lora_B.weight
lora key not loaded: blocks.9.cross_attn.k_img.lora_A.weight
lora key not loaded: blocks.9.cross_attn.k_img.lora_B.weight
lora key not loaded: blocks.9.cross_attn.o.lora_A.weight
lora key not loaded: blocks.9.cross_attn.o.lora_B.weight
lora key not loaded: blocks.9.cross_attn.q.lora_A.weight
lora key not loaded: blocks.9.cross_attn.q.lora_B.weight
lora key not loaded: blocks.9.cross_attn.v.lora_A.weight
lora key not loaded: blocks.9.cross_attn.v.lora_B.weight
lora key not loaded: blocks.9.cross_attn.v_img.lora_A.weight
lora key not loaded: blocks.9.cross_attn.v_img.lora_B.weight
lora key not loaded: blocks.9.ffn.0.lora_A.weight
lora key not loaded: blocks.9.ffn.0.lora_B.weight
lora key not loaded: blocks.9.ffn.2.lora_A.weight
lora key not loaded: blocks.9.ffn.2.lora_B.weight
lora key not loaded: blocks.9.self_attn.k.lora_A.weight
lora key not loaded: blocks.9.self_attn.k.lora_B.weight
lora key not loaded: blocks.9.self_attn.o.lora_A.weight
lora key not loaded: blocks.9.self_attn.o.lora_B.weight
lora key not loaded: blocks.9.self_attn.q.lora_A.weight
lora key not loaded: blocks.9.self_attn.q.lora_B.weight
lora key not loaded: blocks.9.self_attn.v.lora_A.weight
lora key not loaded: blocks.9.self_attn.v.lora_B.weight
Requested to load WAN22_Animate
loaded partially; 3980.85 MB usable, 0.00 MB loaded, 16467.51 MB offloaded, 5851.14 MB buffer reserved, lowvram patches: 1261
Requested to load WanVAE
Other

No response
Dec 06 '25 06:12 gaochao0609
"lora key not loaded" means the lora is incompatible with the model. e.g. using I2V lora with T2V model. So, the lora is skip.
P.S. Native workflow cannot use KJ's animate lora. Use the lora provided by Comfyui.
https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/tree/main/split_files/loras
Dec 07 '25 03:12 Cloudreadypc
"lora key not loaded" means the lora is incompatible with the model. e.g. using I2V lora with T2V model. So, the lora is skip.

P.S. Native workflow cannot use KJ's animate lora. Use the lora provided by Comfyui.

https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/tree/main/split_files/loras
谢谢，问题解决了
但是这段LOG是什么意思，为什么会打印出 unet missing unet missing: ['text_embedding.0.scale_weight', 'text_embedding.2.scale_weight', 'time_embedding.0.scale_weight', 'time_embedding.2.scale_weight', 'time_projection.1.scale_weight', 'head.head.scale_weight', 'img_emb.proj.1.scale_weight', 'img_emb.proj.3.scale_weight', 'face_adapter.fuser_blocks.0.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.0.linear1_q.scale_weight', 'face_adapter.fuser_blocks.0.linear2.scale_weight', 'face_adapter.fuser_blocks.1.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.1.linear1_q.scale_weight', 'face_adapter.fuser_blocks.1.linear2.scale_weight', 'face_adapter.fuser_blocks.2.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.2.linear1_q.scale_weight', 'face_adapter.fuser_blocks.2.linear2.scale_weight', 'face_adapter.fuser_blocks.3.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.3.linear1_q.scale_weight', 'face_adapter.fuser_blocks.3.linear2.scale_weight', 'face_adapter.fuser_blocks.4.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.4.linear1_q.scale_weight', 'face_adapter.fuser_blocks.4.linear2.scale_weight', 'face_adapter.fuser_blocks.5.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.5.linear1_q.scale_weight', 'face_adapter.fuser_blocks.5.linear2.scale_weight', 'face_adapter.fuser_blocks.6.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.6.linear1_q.scale_weight', 'face_adapter.fuser_blocks.6.linear2.scale_weight', 'face_adapter.fuser_blocks.7.linear1_kv.scale_weight', 'face_adapter.fuser_blocks.7.linear1_q.scale_weight', 'face_adapter.fuser_blocks.7.linear2.scale_weight', 'face_encoder.out_proj.scale_weight']
Dec 08 '25 01:12 gaochao0609