Need Help Deploying Stable Diffusion on RunPod
Hi everyone, I’m having trouble setting up Stable Diffusion on RunPod. Here are the main issues I’ve encountered:
1. Model Download Problems:
Some models fail to download properly or give errors like:
“File Load Error: not UTF-8 encoded.”
2. Model Loading Issues:
Models that are downloaded can’t be loaded and show errors in SD WebUI.
3. Image Generation Error:
I often get the error:
“RuntimeError: Expected all tensors to be on the same device, but found at least two devices: cpu and cuda:0.”
I’m not experienced with programming, and troubleshooting has been difficult. If anyone knows how to fix these issues or can share a detailed tutorial for deploying SD on RunPod, I’d really appreciate your help.
Thanks so much for your time!
7 Replies
Is it a valid model?
I'm not sure why, maybe there is some bug or the model is not normal... I have never experienced this before with other public models
Hello, I downloaded a model from Civitai, but even when I use the base model in SD’s default template, I cannot generate an image. It shows the error: “RuntimeError: Expected all tensors to be on the same device, but found at least two devices: cpu and cuda:0.” How can I fix this issue? Thank you!
Have you searched this in Google too?
GitHub
RuntimeError: Expected all tensors to be on the same device, but fo...
When I try to use txt2image the first image is generated normally but when I try to generate the next one it shows "RuntimeError: CUDA out of memory. Tried to allocate 58.00 MiB (GPU 0; 4.00 G...
Try those
Thank you, I will try to solve it again. This is my first time to deploy SD in the cloud, and I don’t understand programming and code. This is a bit difficult for me.
Isok