Samuel L Meyers
commited on
Commit
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58a83d5
1
Parent(s):
40435b5
Initial test
Browse files- Dockerfile +14 -0
- code/app.py +33 -0
- code/requirements.txt +6 -0
Dockerfile
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# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
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# you will also find guides on how best to write your Dockerfile
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FROM python:3.9
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WORKDIR /code
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COPY ./requirements.txt /code/requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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COPY . .
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CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]
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code/app.py
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from diffusers import AutoPipelineForText2Image
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import torch
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import gradio as gr
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pipeline_text2image = AutoPipelineForText2Image.from_pretrained(
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"stabilityai/stable-diffusion-xl-base-1.0", use_safetensors=True
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)
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def gradio_txt2img(prompt):
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return pipeline_text2image(prompt=prompt).images[0]
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def api_txt2base64(prompt):
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return gradio_txt2img(prompt).to_base64()
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with gr.Blocks() as demo:
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gr.Markdown("## Stable Diffusion XL - Modded to Hell Edition")
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gr.Markdown("## Text to Image\n\nConverts a prompt into an image.")
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with gr.Row():
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with gr.Column():
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txt2img_prompt = gr.Textbox(label="Input", lines=2, max_lines=2)
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txt2img_btn = gr.Button("Generate")
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with gr.Column():
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txt2img_out = gr.Image()
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with gr.Row():
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with gr.Column():
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txt2b64_prompt = gr.Textbox(label="Input", lines=2, max_lines=2)
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txt2b64_btn = gr.Button("Generate")
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with gr.Column():
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txt2b64_out = gr.Image()
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txt2img_btn.click(fn=gradio_txt2img, inputs=txt2img_prompt, outputs=txt2img_out, queue=True, api_name="gradio_txt2img")
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txt2b64_btn.click(fn=gradio_txt2img, inputs=txt2b64_prompt, outputs=txt2b64_out, queue=True, api_name="gradio_txt2b64")
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demo.launch()
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code/requirements.txt
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gradio
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transformers
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diffusers
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accelerate
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safetensors
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omegaconf
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