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#3
by
Aditibaheti
- opened
app.py
CHANGED
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@@ -3,15 +3,21 @@ import numpy as np
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import random
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from diffusers import DiffusionPipeline
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import torch
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Path to your model repository and safetensors weights
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base_model_repo = "stabilityai/stable-diffusion-3-medium-diffusers"
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lora_weights_path = "./pytorch_lora_weights.safetensors"
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# Load the base model
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pipeline = DiffusionPipeline.from_pretrained(base_model_repo, torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32)
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pipeline.load_lora_weights(lora_weights_path)
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pipeline.enable_sequential_cpu_offload()
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pipeline = pipeline.to(device)
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import random
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from diffusers import DiffusionPipeline
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import torch
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from huggingface_hub import login
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import os
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Set your Hugging Face token
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HUGGINGFACE_TOKEN = os.getenv("HUGGINGFACE_TOKEN", "your_huggingface_token")
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login(token=HUGGINGFACE_TOKEN)
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# Path to your model repository and safetensors weights
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base_model_repo = "stabilityai/stable-diffusion-3-medium-diffusers"
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lora_weights_path = "./pytorch_lora_weights.safetensors"
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# Load the base model
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pipeline = DiffusionPipeline.from_pretrained(base_model_repo, torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32, use_auth_token=HUGGINGFACE_TOKEN)
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pipeline.load_lora_weights(lora_weights_path)
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pipeline.enable_sequential_cpu_offload()
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pipeline = pipeline.to(device)
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