Rbrq03 / ClassDiffusion

ClassDiffusion: Official impl. of Paper "ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance"
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could you share the pretain ckpt? #7

Closed sunzhe09 closed 2 months ago

Rbrq03 commented 2 months ago

Hello @sunzhe09 thanks for interest. Which concept are u interested in ? And what are u want to use the pretrained ckpt for?

sunzhe09 commented 2 months ago

I want to test my custom images,just combine the two image‘s subject。if it work ,I will make my ads picture,thx

Rbrq03 commented 2 months ago

Hello @sunzhe09 , glad to hear that you are using our work! If you want to test your custom images, maybe you should train your own ckpt in custom images. I am not sure what do you mean by “pretain ckpt” (If it refers to the SD weights, you can run the train code and it will be downloaded automatically. ) , if you’re interested in the ckpt of concepts in data, just tell me and I am glad to share that. Reach out if you have further questions!

sunzhe09 commented 2 months ago

I just want to test this code: import torch from diffusers import DiffusionPipeline

pipeline = DiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16).to("cuda") pipeline.unet.load_attn_procs("path-to-save-model", weight_name="pytorch_custom_diffusion_weights.bin") pipeline.load_textual_inversion("path-to-save-model", weight_name=".bin") pipeline.load_textual_inversion("path-to-save-model", weight_name=".bin")

image = pipeline( "a teddy bear sitting in front of a barn", num_inference_steps=100, guidance_scale=6.0, eta=1.0, ).images[0] image.save("multi-subject.png")

but I can’t get path-to-save-model。it is appreciated if you could share the bin or gradio demo

Rbrq03 commented 2 months ago

Hi @sunzhe09 , I see.

btw, I share a result generated by this ckpt. multi-subject

If you have further questions, feel free to comment.