IPAdapter Kolors vs Plus

5.0

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Description

A simple workflow for either using the new IPAdapter Plus Kolors or comparing it to the standard IPAdapter Plus by Matteo (cubiq).

Video tutorial here: https://www.youtube.com/watch?v=K6QtcdSD1r4&lc=UgzUBT_wLng9_-WuGS14AaABAg

Want to support me? Buy me a ko-fi here:  https://ko-fi.com/risunobushi

Install missing custom nodes via the manager, or from the GitHub via git clone: https://github.com/MinusZoneAI/ComfyUI-Kolors-MZ


Kolors (checkpoint, place it in the models/UNET folder): https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/unet/diffusion_pytorch_model.fp16.safetensors

Kolors (huggingface page): https://huggingface.co/Kwai-Kolors/Kolors


ChatGLM3 (model, place it in the models/LLM folder): https://huggingface.co/Kijai/ChatGLM3-safetensors/resolve/main/chatglm3-fp16.safetensors


IPAdapter Plus Kolors (model, place it in the models/ipadapter folder): https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus/resolve/main/ip_adapter_plus_general.bin


CLIPVision Kolors (model, place it in the models/clip_vision folder): https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus/resolve/main/image_encoder/pytorch_model.bin


Node Diagram
Discussion

Getting this error; !!! Exception during processing!!! Error(s) in loading state_dict for CLIPVisionModelProjection:

       size mismatch for vision_model.embeddings.position_embedding.weight: copying a param with shape torch.Size([577, 1024]) from checkpoint, the shape in current model is torch.Size([257, 1024]).

s
skvora78 months ago

MZ_KolorsCLIPVisionLoader

Very clear answer!

It's already installed but same error

a
andrea baioni8 months ago

hi! you installed the fp32 version of kolors instead of the fp16 version

I downloaded all files as given above. I mean which proveded in the description

(Edited)
a
andrea baioni8 months ago

I had another user on youtube who had the same error as you, please check if your unet checkpoint says fp16 or fp32

Author

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Reviews

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samon_07860

8 months ago

Versions (1)

  • - latest (8 months ago)

Primitive Nodes (11)

LoadChatGLM3 (1)

MZ_ChatGLM3 (2)

MZ_IPAdapterAdvancedKolors (1)

MZ_KolorsUNETLoader (1)

Note (6)

Custom Nodes (17)

ComfyUI

  • - VAELoader (1)

  • - CLIPVisionLoader (1)

  • - EmptyLatentImage (2)

  • - CheckpointLoaderSimple (1)

  • - KSampler (2)

  • - VAEDecode (2)

  • - PreviewImage (2)

  • - LoadImage (1)

  • - CLIPTextEncode (2)

  • - IPAdapterModelLoader (1)

  • - IPAdapterUnifiedLoader (1)

  • - IPAdapterAdvanced (1)

Checkpoints (1)

juggernautXL_v9Rundiffusionphoto2.safetensors

LoRAs (0)