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Update app.py
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app.py
CHANGED
@@ -7,6 +7,29 @@ import model_loader
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import pipeline
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from transformers import CLIPTokenizer
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from config import Config, DeviceConfig
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# Device configuration
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device = "cuda" if torch.cuda.is_available() else "cpu"
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@@ -19,8 +42,7 @@ config = Config(
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# Load models with SE blocks enabled
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config.models = model_loader.load_models(model_file, device, use_se=True)
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MAX_SEED = np.iinfo(np.int32).max
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MAX_IMAGE_SIZE = 1024
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import pipeline
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from transformers import CLIPTokenizer
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from config import Config, DeviceConfig
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import os
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from huggingface_hub import hf_hub_download
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from pathlib import Path
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# Create data directory if it doesn't exist
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data_dir = Path("data")
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data_dir.mkdir(exist_ok=True)
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# Model configuration
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MODEL_REPO = "stabilityai/stable-diffusion-v1-5"
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MODEL_FILENAME = "v1-5-pruned-emaonly.ckpt"
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model_file = data_dir / MODEL_FILENAME
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# Download model if it doesn't exist
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if not model_file.exists():
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print(f"Downloading model from {MODEL_REPO}...")
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model_file = hf_hub_download(
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repo_id=MODEL_REPO,
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filename=MODEL_FILENAME,
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local_dir=data_dir,
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local_dir_use_symlinks=False
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)
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print("Model downloaded successfully!")
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# Device configuration
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device = "cuda" if torch.cuda.is_available() else "cpu"
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)
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# Load models with SE blocks enabled
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config.models = model_loader.load_models(str(model_file), device, use_se=True)
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MAX_SEED = np.iinfo(np.int32).max
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MAX_IMAGE_SIZE = 1024
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