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Running
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Running
on
Zero
silveroxides
commited on
Commit
•
ac0ce45
1
Parent(s):
f131378
Update app.py
Browse files
app.py
CHANGED
@@ -64,12 +64,12 @@ download_file("https://huggingface.co/ai-forever/Real-ESRGAN/resolve/main/RealES
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# Download the model files
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ckpt_dir_realpony = snapshot_download(repo_id="silveroxides/RNS_RealPonyV20")
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-
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ckpt_dir_hybridpony = snapshot_download(repo_id="silveroxides/RealHybridPony")
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# Load the models
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vae_realpony = AutoencoderKL.from_pretrained(os.path.join(ckpt_dir_realpony, "vae"), torch_dtype=torch.float16)
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vae_hybridpony = AutoencoderKL.from_pretrained(os.path.join(ckpt_dir_hybridpony, "vae"), torch_dtype=torch.float16)
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pipe_realpony = StableDiffusionXLPipeline.from_pretrained(
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@@ -79,9 +79,9 @@ pipe_realpony = StableDiffusionXLPipeline.from_pretrained(
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torch_dtype=torch.float16,
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use_safetensors=True,
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)
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vae=
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custom_pipeline="multimodalart/sdxl_perturbed_attention_guidance",
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torch_dtype=torch.float16,
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use_safetensors=True,
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@@ -95,11 +95,11 @@ pipe_hybridpony = StableDiffusionXLPipeline.from_pretrained(
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)
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pipe_realpony = pipe_realpony.to("cuda")
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pipe_hybridpony = pipe_hybridpony.to("cuda")
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pipe_realpony.unet.set_attn_processor(AttnProcessor2_0())
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pipe_hybridpony.unet.set_attn_processor(AttnProcessor2_0())
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# Define samplers
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@@ -216,8 +216,8 @@ def generate_image(model_choice, additional_positive_prompt, additional_negative
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# Select the appropriate pipe based on the model choice
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if model_choice == "Real Pony RNS":
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pipe = pipe_realpony
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elif model_choice == "
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pipe =
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else: # "Hybrid Pony SDXL"
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pipe = pipe_hybridpony
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@@ -305,9 +305,9 @@ with gr.Blocks(theme='bethecloud/storj_theme') as demo:
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gr.HTML("""
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<h1 align="center">Real Pony RNS / Ultimate Pony RNS / Hybrid Pony SDXL</h1>
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<p align="center">
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<a href="https://huggingface.co/silveroxides/RNS_RealPonyV20" target="_blank">[
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<a href="https://huggingface.co/silveroxides/
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<a href="https://huggingface.co/silveroxides/RealHybridPony" target="_blank">[
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<a href="https://huggingface.co/microsoft/Florence-2-base" target="_blank">[Florence-2 Model]</a>
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<a href="https://huggingface.co/gokaygokay/Lamini-Prompt-Enchance-Long" target="_blank">[Prompt Enhancer Long]</a>
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<a href="https://huggingface.co/gokaygokay/Lamini-Prompt-Enchance" target="_blank">[Prompt Enhancer Medium]</a>
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@@ -317,7 +317,7 @@ with gr.Blocks(theme='bethecloud/storj_theme') as demo:
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with gr.Row():
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with gr.Column(scale=1):
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model_choice = gr.Dropdown(
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["Real Pony RNS", "
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label="Model Choice",
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value="Real Pony RNS")
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positive_prompt = gr.Textbox(label="Positive Prompt", placeholder="Add your positive prompt here")
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# Download the model files
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ckpt_dir_realpony = snapshot_download(repo_id="silveroxides/RNS_RealPonyV20")
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ckpt_dir_noobai = snapshot_download(repo_id="silveroxides/NoobAI-XL-EPS-1.0-Vwe")
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ckpt_dir_hybridpony = snapshot_download(repo_id="silveroxides/RealHybridPony")
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# Load the models
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vae_realpony = AutoencoderKL.from_pretrained(os.path.join(ckpt_dir_realpony, "vae"), torch_dtype=torch.float16)
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vae_noobai = AutoencoderKL.from_pretrained(os.path.join(ckpt_dir_noobai, "vae"), torch_dtype=torch.float16)
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vae_hybridpony = AutoencoderKL.from_pretrained(os.path.join(ckpt_dir_hybridpony, "vae"), torch_dtype=torch.float16)
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pipe_realpony = StableDiffusionXLPipeline.from_pretrained(
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torch_dtype=torch.float16,
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use_safetensors=True,
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)
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pipe_noobai = StableDiffusionXLPipeline.from_pretrained(
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ckpt_dir_noobai,
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vae=vae_noobai,
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custom_pipeline="multimodalart/sdxl_perturbed_attention_guidance",
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torch_dtype=torch.float16,
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use_safetensors=True,
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)
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pipe_realpony = pipe_realpony.to("cuda")
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pipe_noobai = pipe_noobai.to("cuda")
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pipe_hybridpony = pipe_hybridpony.to("cuda")
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pipe_realpony.unet.set_attn_processor(AttnProcessor2_0())
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pipe_noobai.unet.set_attn_processor(AttnProcessor2_0())
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pipe_hybridpony.unet.set_attn_processor(AttnProcessor2_0())
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# Define samplers
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# Select the appropriate pipe based on the model choice
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if model_choice == "Real Pony RNS":
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pipe = pipe_realpony
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elif model_choice == "NoobAI-XL EPS 1.0":
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pipe = pipe_noobai
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else: # "Hybrid Pony SDXL"
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pipe = pipe_hybridpony
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gr.HTML("""
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<h1 align="center">Real Pony RNS / Ultimate Pony RNS / Hybrid Pony SDXL</h1>
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<p align="center">
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<a href="https://huggingface.co/silveroxides/RNS_RealPonyV20" target="_blank">[RNS RealPony]</a>
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<a href="https://huggingface.co/silveroxides/NoobAI-XL-EPS-1.0-Vwe" target="_blank">[NoobAI-XL EPS 1.0]</a>
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<a href="https://huggingface.co/silveroxides/RealHybridPony" target="_blank">[Hybrid Pony SDXL]</a><br>
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<a href="https://huggingface.co/microsoft/Florence-2-base" target="_blank">[Florence-2 Model]</a>
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<a href="https://huggingface.co/gokaygokay/Lamini-Prompt-Enchance-Long" target="_blank">[Prompt Enhancer Long]</a>
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<a href="https://huggingface.co/gokaygokay/Lamini-Prompt-Enchance" target="_blank">[Prompt Enhancer Medium]</a>
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with gr.Row():
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with gr.Column(scale=1):
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model_choice = gr.Dropdown(
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["Real Pony RNS", "NoobAI-XL EPS 1.0", "Hybrid Pony SDXL"],
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label="Model Choice",
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value="Real Pony RNS")
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positive_prompt = gr.Textbox(label="Positive Prompt", placeholder="Add your positive prompt here")
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