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crowsonkb/v-diffusion-pytorch
[Question] What's the meaning of these equations in sample and cfg_model_fn(from sample.py )

Hello, thank you for your great work! I have a little puzzle in sample.py `# Get the model output (v, the predicted velocity) with torch.cuda.amp.autocast(): v = model(x, ts * steps[i], **extra_args).float() ...
  • zhangquanwei962
  • Opened 
    on Dec 18, 2022
  • #23

crowsonkb/v-diffusion-pytorch
How long does it take to train on wikiarts-256？

Thanks very much for your pretrained model. How long does it take to train on wikiarts-256？
  • Josh00-Lu
  • Opened 
    on Aug 4, 2022
  • #20

crowsonkb/v-diffusion-pytorch
Images don’t seem to evolve with each iteration

Thanks for sharing such an amazing repo! I am testing a prompt like openAI “an astronaut riding a horse in a photorealistic style” to compare. But somehow the iterations seems to be stuck on the same ...
  • alelordelo
  • Opened 
    on May 4, 2022
  • #19

crowsonkb/v-diffusion-pytorch
[Question] Questions about `zero_embed` and `weights`

Thanks for this great work. I m recently interested in using diffusion model to generate images iteratively. I found your script cfg_sample.py was a nice implementation and I decided to learn from it. ...
  • Karbo123
  • 4
  • Opened 
    on Apr 25, 2022
  • #18

crowsonkb/v-diffusion-pytorch
Metrics on WikiArt model

Hi! I wanted to thank you for your work, especially since without you DiscoDiffusion wouldn t exist ! Still, I was wondering if you had the metrics (Precision, Recall, FID and Inception Score) on the ...
  • Maxim-Durand
  • Opened 
    on Apr 7, 2022
  • #17

crowsonkb/v-diffusion-pytorch
what does this line mean in README?

A weight of 1 will sample images that match the prompt roughly as well as images usually match prompts like that in the training set. I can t wrap my head around this sentence. Could you please explain ...
  • illtellyoulater
  • 2
  • Opened 
    on Apr 6, 2022
  • #16

crowsonkb/v-diffusion-pytorch
Generated images are completely black?! 😵 What am I doing wrong?

Hello, I am on Windows 10, and my gpu is a PNY Nvidia GTX 1660 TI 6 Gb. I installed V-Diffusion like so: - conda create --name v-diffusion python=3.8 - conda activate v-diffusion - conda install ...
  • illtellyoulater
  • 10
  • Opened 
    on Mar 8, 2022
  • #15

crowsonkb/v-diffusion-pytorch
Any idea on how to attach a clip model to a 64x64 unconditional model from openai/improved-diffusion?

Hey! love your work and been following your stuff for a while. I have finetuned a 64x64 unconditional model from openai/improved diffusion. checkpoint I was curious if you could lend any insight on how ...
  • DeepTitan
  • Opened 
    on Mar 8, 2022
  • #14

crowsonkb/v-diffusion-pytorch
TypeError: can't convert cuda:0 device type tensor to numpy. Use Tensor.cpu() to copy the tensor to host memory first.

Hello, when running: python .\cfg_sample.py something cool or python .\clip_sample.py something cool I get the following errors: for cfg_sample.py Using device: cuda:0 100%|████████████████████████████████████████████████████████████████████████████████████| ...
  • illtellyoulater
  • Opened 
    on Mar 7, 2022
  • #13

crowsonkb/v-diffusion-pytorch
Is there a lower resolution model for running this project on lower-end GPUs?

Hello! I know this request may seem strange but is there any lower resolution model for those of us running on very modest GPUs who still would like to try to run this project? I already tried lowering ...
  • illtellyoulater
  • Opened 
    on Feb 23, 2022
  • #12
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