프로그램 사용/ai 프로그램
stable diffusion 관련
구차니
2026. 5. 2. 23:28
남의 저장소에 issue 쓴 걸 제외하면 나름 나에게 도움이 될 느낌.
| I have recently run into some issues. After several hours, I got the process down to a reproducible science/recipe. If you are running stablediffusion with an Nvidia GTX 1080Ti and are having issues, read on... 🧩 Final Working Fix Summary Hardware: NVIDIA GTX 1080 Ti (SM 6.1 Pascal) OS: Windows 10 x64 Environment: Automatic1111 v1.10.1 Python: 3.10.6 Torch Stack: torch==2.1.2+cu118 torchvision==0.16.2+cu118 torchaudio==2.1.2+cu118 xformers==0.0.23.post1 (optional) Installed from: https://download.pytorch.org/whl/cu118 Other Key Dependencies: transformers==4.36.2 tokenizers==0.15.2 safetensors==0.4.2 onnxruntime==1.17.1 accelerate==0.21.0 |
[링크 : https://github.com/easydiffusion/easydiffusion/issues/1980]
pytorch 2.x 대로 업그레이드 해도 되는것 같긴한데..
[링크 : https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/8709]
[링크 : https://github.com/Danmoreng/diffusion-desk]
제법(?) 여러가지 모델들이 있나보다.
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stable diffusion 이라고 SD 라고 하는건가?
Supported models
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[링크 : https://github.com/leejet/stable-diffusion.cpp]
음.. Image랑 Iamge Edit 이랑 서로 다른 용도인가?
[링크 : https://huggingface.co/unsloth/Qwen-Image-Edit-2511-GGUF]
[링크 : https://huggingface.co/unsloth/Qwen-Image-GGUF]
[링크 : https://huggingface.co/unsloth/Qwen-Image-2512-GGUF]
일단 pip 패키지는 아니고 직접 설치를 해야 하는 것 같고
| pip install git+https://github.com/huggingface/diffusers |
코드 자체는 평이하긴 한데.. 딱 봐도 llama.cpp에서 돌릴만한 녀석은 아닐것 같은 느낌이..
| from diffusers import DiffusionPipeline import torch model_name = "Qwen/Qwen-Image" # Load the pipeline if torch.cuda.is_available(): torch_dtype = torch.bfloat16 device = "cuda" else: torch_dtype = torch.float32 device = "cpu" pipe = DiffusionPipeline.from_pretrained(model_name, torch_dtype=torch_dtype) pipe = pipe.to(device) positive_magic = { "en": ", Ultra HD, 4K, cinematic composition.", # for english prompt "zh": ", 超清，4K，电影级构图." # for chinese prompt } # Generate image prompt = '''A coffee shop entrance features a chalkboard sign reading "Qwen Coffee 😊 $2 per cup," with a neon light beside it displaying "通义千问". Next to it hangs a poster showing a beautiful Chinese woman, and beneath the poster is written "π≈3.1415926-53589793-23846264-33832795-02384197". Ultra HD, 4K, cinematic composition''' negative_prompt = " " # using an empty string if you do not have specific concept to remove # Generate with different aspect ratios aspect_ratios = { "1:1": (1328, 1328), "16:9": (1664, 928), "9:16": (928, 1664), "4:3": (1472, 1140), "3:4": (1140, 1472), "3:2": (1584, 1056), "2:3": (1056, 1584), } width, height = aspect_ratios["16:9"] image = pipe( prompt=prompt + positive_magic["en"], negative_prompt=negative_prompt, width=width, height=height, num_inference_steps=50, true_cfg_scale=4.0, generator=torch.Generator(device="cuda").manual_seed(42) ).images[0] image.save("example.png") |