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70e3d12
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Parent(s):
00f9af8
Update app.py
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app.py
CHANGED
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@@ -14,43 +14,21 @@ lora_model_path = "Krebzonide/LoRA-CH-1" #mecjh - Corey H, traind on epiCRealism
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#lora_model_path = "Krebzonide/LoRA-YX1" #uwspyx - Professor Xing, trained on Realistic_Vision
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pipe = StableDiffusionPipeline.from_pretrained(model_base, torch_dtype=torch.float16, use_safetensors=True)
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pipe.unet.load_attn_procs(lora_model_path)
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#pipe.unet.load_attn_procs(lora_model_path, use_auth_token=True) #test accessing a private model----------------------
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pipe.to("cuda")
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css = """
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.btn-green {
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background-image: linear-gradient(to bottom right, #
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border-color: #22c55e !important;
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color: #166534 !important;
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}
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.btn-green:hover {
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background-image: linear-gradient(to bottom right, #
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}
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.btn-red {
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background: linear-gradient(to bottom right, #fda4af, #fb7185) !important;
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border-color: #fb7185 !important;
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color: #9f1239 !important;
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}
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.btn-red:hover {background: linear-gradient(to bottom right, #fda4af, #fda4af) !important;}
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/*****/
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.dark .btn-green {
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background-image: linear-gradient(to bottom right, #047857, #065f46) !important;
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border-color: #047857 !important;
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color: #ffffff !important;
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}
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.dark .btn-green:hover {
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background-image: linear-gradient(to bottom right, #047857, #047857) !important;
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}
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.dark .btn-red {
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background: linear-gradient(to bottom right, #be123c, #9f1239) !important;
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border-color: #be123c !important;
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color: #ffffff !important;
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}
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.dark .btn-red:hover {background: linear-gradient(to bottom right, #be123c, #be123c) !important;}
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"""
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def generate(prompt, neg_prompt, samp_steps, guide_scale, lora_scale):
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images = pipe(
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prompt,
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negative_prompt=neg_prompt,
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@@ -66,10 +44,10 @@ with gr.Blocks(css=css) as demo:
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with gr.Column():
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prompt = gr.Textbox(label="Prompt")
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negative_prompt = gr.Textbox(label="Negative Prompt", value="lowres, bad anatomy, bad hands, cropped, worst quality, disfigured, deformed, extra limbs, asian, filter, render")
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submit_btn = gr.Button("Generate",
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gallery = gr.Gallery(label="Generated images", height=
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with gr.Row():
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samp_steps = gr.Slider(1, 100, value=
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guide_scale = gr.Slider(1, 10, value=6, step=0.5, label="Guidance scale")
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lora_scale = gr.Slider(0, 1, value=0.5, step=0.01, label="LoRA power")
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#lora_model_path = "Krebzonide/LoRA-YX1" #uwspyx - Professor Xing, trained on Realistic_Vision
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pipe = StableDiffusionPipeline.from_pretrained(model_base, torch_dtype=torch.float16, use_safetensors=True)
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pipe.unet.load_attn_procs(lora_model_path)
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pipe.to("cuda")
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css = """
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.btn-green {
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background-image: linear-gradient(to bottom right, #6dd178, #00a613) !important;
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border-color: #22c55e !important;
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color: #166534 !important;
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}
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.btn-green:hover {
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background-image: linear-gradient(to bottom right, #6dd178, #6dd178) !important;
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}
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"""
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def generate(prompt, neg_prompt, samp_steps, guide_scale, lora_scale, progress=gr.Progress(track_tqdm=True)):
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images = pipe(
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prompt,
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negative_prompt=neg_prompt,
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with gr.Column():
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prompt = gr.Textbox(label="Prompt")
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negative_prompt = gr.Textbox(label="Negative Prompt", value="lowres, bad anatomy, bad hands, cropped, worst quality, disfigured, deformed, extra limbs, asian, filter, render")
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submit_btn = gr.Button("Generate", elem_classes="btn-green")
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gallery = gr.Gallery(label="Generated images", height=700)
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with gr.Row():
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samp_steps = gr.Slider(1, 100, value=25, step=1, label="Sampling steps")
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guide_scale = gr.Slider(1, 10, value=6, step=0.5, label="Guidance scale")
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lora_scale = gr.Slider(0, 1, value=0.5, step=0.01, label="LoRA power")
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