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A unified framework for 3D content generation.

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When I try to run "python launch.py --config configs/dreamfusion-sd.yaml --train --gpu 0 system.prompt_processor.prompt="a zoomed out DSLR photo of a baby bunny sitting on top of a stack of pancakes"", the...

https://github.com/threestudio-project/threestudio/blob/94c6ad2a4e391e8a85ac28724870bcd515b9e591/threestudio/models/guidance/controlnet_guidance.py#L347 Hi, thanks for your great work. Just have a quick question: is there a specific reason that batch_size here cannot be larger than 1?

enhancement

stable_diffusion_guidance.py: ![image](https://github.com/threestudio-project/threestudio/assets/90673560/b81364c2-a3c5-4302-ba71-67cfe526cc67) stable_diffusion_vsd_guidance.py: ![image](https://github.com/threestudio-project/threestudio/assets/90673560/b802c240-4e59-4afe-83f1-770dc0495d29)

enhancement

I'm following the ability to generate high quality 3D models using vsd in ProlificDreamer, I'm curious if I can replace vsd with sds in zero123, but I'm hitting a bottleneck...

The same seed seems to be used by every GPU, so using multi-GPU produces the same result as just using 1. Reproduction: `python launch.py --config configs/dreamfusion-if.yaml --train --gpu 0,1 system.prompt_processor.prompt="a...

bug

Regarding the difference between vds and sds in the code, I only see whether lora is used or not. is there any other difference please?

When I try to train Zero-1-to-3 with the default config but longer training steps: `python launch.py --config configs/zero123.yaml --train --gpu 0 data.image_path=./load/images/dog1_rgba.png trainer` and changes the following configs in `configs/zero123.yaml...

Tried to run the prolicifcdreamer.yaml config via the following command: ``` python launch.py --train --config=./configs/prolificdreamer.yaml --gpu=0 name=prolificdreamer system.prompt_processor.prompt="a fluffy sheep doll sitting on the floor" ``` And I got the...

![image](https://github.com/threestudio-project/threestudio/assets/44741080/fa84d180-d948-485a-aa90-129bba0bc66c) Great job! I encountered a warning during runtime. Could this have an impact on the final result?