mervenoyan commited on
Commit
3743ad0
·
1 Parent(s): e33485b
Files changed (3) hide show
  1. run.py +0 -82
  2. src/blip +1 -0
  3. src/clip +1 -0
run.py DELETED
@@ -1,82 +0,0 @@
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- import gradio as gr
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- import torch
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- from torch import autocast
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- from diffusers import StableDiffusionPipeline
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- from datasets import load_dataset
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- from PIL import Image
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- import re
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- import os
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-
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- auth_token = os.getenv("auth_token")
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- model_id = "CompVis/stable-diffusion-v1-4"
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- device = "cpu"
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- pipe = StableDiffusionPipeline.from_pretrained(model_id, use_auth_token=auth_token, revision="fp16", torch_dtype=torch.float16)
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- pipe = pipe.to(device)
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-
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- def infer(prompt, samples, steps, scale, seed):
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- generator = torch.Generator(device=device).manual_seed(seed)
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- images_list = pipe(
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- [prompt] * samples,
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- num_inference_steps=steps,
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- guidance_scale=scale,
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- generator=generator,
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- )
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- images = []
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- safe_image = Image.open(r"unsafe.png")
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- for i, image in enumerate(images_list["sample"]):
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- if(images_list["nsfw_content_detected"][i]):
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- images.append(safe_image)
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- else:
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- images.append(image)
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- return images
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-
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-
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-
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- block = gr.Blocks()
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-
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- with block:
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- with gr.Group():
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- with gr.Box():
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- with gr.Row().style(mobile_collapse=False, equal_height=True):
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- text = gr.Textbox(
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- label="Enter your prompt",
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- show_label=False,
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- max_lines=1,
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- placeholder="Enter your prompt",
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- ).style(
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- border=(True, False, True, True),
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- rounded=(True, False, False, True),
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- container=False,
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- )
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- btn = gr.Button("Generate image").style(
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- margin=False,
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- rounded=(False, True, True, False),
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- )
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- gallery = gr.Gallery(
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- label="Generated images", show_label=False, elem_id="gallery"
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- ).style(grid=[2], height="auto")
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-
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- advanced_button = gr.Button("Advanced options", elem_id="advanced-btn")
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-
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- with gr.Row(elem_id="advanced-options"):
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- samples = gr.Slider(label="Images", minimum=1, maximum=4, value=4, step=1)
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- steps = gr.Slider(label="Steps", minimum=1, maximum=50, value=45, step=1)
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- scale = gr.Slider(
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- label="Guidance Scale", minimum=0, maximum=50, value=7.5, step=0.1
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- )
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- seed = gr.Slider(
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- label="Seed",
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- minimum=0,
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- maximum=2147483647,
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- step=1,
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- randomize=True,
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- )
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- text.submit(infer, inputs=[text, samples, steps, scale, seed], outputs=gallery)
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- btn.click(infer, inputs=[text, samples, steps, scale, seed], outputs=gallery)
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- advanced_button.click(
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- None,
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- [],
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- text,
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- )
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-
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- block.launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/blip ADDED
@@ -0,0 +1 @@
 
 
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+ Subproject commit 84fb552e9674e1473b97a5f23805c597cbee268a
src/clip ADDED
@@ -0,0 +1 @@
 
 
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+ Subproject commit d50d76daa670286dd6cacf3bcd80b5e4823fc8e1