Muhammad Anas Akhtar
commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -1,26 +1,31 @@
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import gradio as gr
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import torch
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from diffusers import StableDiffusionPipeline
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# Retrieve the Hugging Face token stored in Hugging Face Spaces secrets
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HUGGINGFACE_TOKEN = os.getenv("keyss")
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if not HUGGINGFACE_TOKEN:
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raise ValueError("Hugging Face token not found! Make sure it's added in Hugging Face Secrets.")
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def image_generation(prompt):
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# Check if GPU is available
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Load the Stable Diffusion 3 pipeline
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pipeline =
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"stabilityai/stable-diffusion-3-medium-diffusers",
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torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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use_auth_token=HUGGINGFACE_TOKEN, # Use the Hugging Face token for authentication
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text_encoder_3=None,
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tokenizer_3=None
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# Enable efficient model execution
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pipeline.enable_model_cpu_offload()
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import gradio as gr
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import torch
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#from diffusers import StableDiffusionPipeline
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from diffusers import DiffusionPipeline
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def image_generation(prompt):
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# Check if GPU is available
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Load the Stable Diffusion 3 pipeline
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pipeline = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2-1",
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torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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use_auth_token=HUGGINGFACE_TOKEN, # Use the Hugging Face token for authentication
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text_encoder_3=None,
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tokenizer_3=None)
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#pipeline = StableDiffusionPipeline.from_pretrained(
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# "stabilityai/stable-diffusion-3-medium-diffusers",
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# torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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# use_auth_token=HUGGINGFACE_TOKEN, # Use the Hugging Face token for authentication
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# text_encoder_3=None,
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# tokenizer_3=None
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# )
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# Enable efficient model execution
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pipeline.enable_model_cpu_offload()
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