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1684436
1
Parent(s):
4e607e1
Update app.py
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app.py
CHANGED
@@ -19,6 +19,10 @@ from tqdm import tqdm
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from safetensors.torch import load_file
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from huggingface_hub import hf_hub_download
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DESCRIPTION = '''# Latent Consistency Model
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Distilled from [Dreamshaper v7](https://huggingface.co/Lykon/dreamshaper-7) fine-tune of [Stable Diffusion v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5). [Project page](https://latent-consistency-models.github.io)
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'''
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@@ -40,6 +44,17 @@ def randomize_seed_fn(seed: int, randomize_seed: bool) -> int:
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seed = random.randint(0, MAX_SEED)
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return seed
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def generate(
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prompt: str,
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seed: int = 0,
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@@ -64,9 +79,9 @@ def generate(
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lcm_origin_steps=50,
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output_type="pil",
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).images
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print(time.time() - start_time)
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return
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examples = [
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"portrait photo of a girl, photograph, highly detailed face, depth of field, moody light, golden hour, style by Dan Winters, Russell James, Steve McCurry, centered, extremely detailed, Nikon D850, award winning photography",
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from safetensors.torch import load_file
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from huggingface_hub import hf_hub_download
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from concurrent.futures import ThreadPoolExecutor
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import uuid
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import cv2
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DESCRIPTION = '''# Latent Consistency Model
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Distilled from [Dreamshaper v7](https://huggingface.co/Lykon/dreamshaper-7) fine-tune of [Stable Diffusion v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5). [Project page](https://latent-consistency-models.github.io)
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'''
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seed = random.randint(0, MAX_SEED)
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return seed
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def save_image(img):
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unique_name = str(uuid.uuid4()) + '.png'
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img.save(unique_name)
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return unique_name
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def save_images(image_array):
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paths = []
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with ThreadPoolExecutor() as executor:
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paths = list(executor.map(save_image, image_array))
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return paths
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def generate(
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prompt: str,
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seed: int = 0,
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lcm_origin_steps=50,
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output_type="pil",
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).images
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paths = save_images(result)
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print(time.time() - start_time)
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return paths, seed
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examples = [
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"portrait photo of a girl, photograph, highly detailed face, depth of field, moody light, golden hour, style by Dan Winters, Russell James, Steve McCurry, centered, extremely detailed, Nikon D850, award winning photography",
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