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Upload 4 files
Browse files- README.md +12 -12
- app.py +32 -0
- requirements.txt +1 -0
- t2i_space.py +67 -0
README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo: red
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sdk: gradio
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sdk_version: 4.
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: Gradio Text-to-Image Demo Space creation helper
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emoji: 🐶
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colorFrom: yellow
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colorTo: red
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sdk: gradio
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sdk_version: 4.38.1
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import gradio as gr
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from t2i_space import get_t2i_space_contents
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css = """"""
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with gr.Blocks(theme="NoCrypt/miku@>=1.2.2", css=css) as demo:
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gr.Markdown("# Gradio Text-to-Image Demo Space creation helper")
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gr.Markdown(
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f"""
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**The steps are the following**:
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- Input text-to-image model Repo ID which you want to use. e.g. 'user/model'.
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- Click "Submit" and download generated README.md and app.py.
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- [Create your new Gradio space](https://huggingface.co/new-space) with blank.
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- Upload README.md and app.py to your space.
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- If you got 500 error, it happens often, just restart space.
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- If it does not work no matter how many times you try, there is often a problem with the settings of the original repo itself, or there is no generation function.
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"""
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)
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with gr.Column():
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repo_id = gr.Textbox(label="Model repo ID", placeholder="username/modelname", value="", max_lines=1)
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run_button = gr.Button(value="Submit")
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space_file = gr.Files(label="Output", interactive=False)
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gr.on(
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triggers=[repo_id.submit, run_button.click],
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fn=get_t2i_space_contents,
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inputs=[repo_id, space_file],
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outputs=[space_file],
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)
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demo.queue()
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demo.launch()
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requirements.txt
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huggingface_hub
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t2i_space.py
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from pathlib import Path
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def is_repo_name(s):
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import re
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return re.fullmatch(r'^[^/\.,\s]+?/[^/\.,\s]+?$', s)
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def is_repo_exists(repo_id):
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from huggingface_hub import HfApi
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api = HfApi()
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try:
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if api.repo_exists(repo_id=repo_id, repo_type="model"): return True
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else: return False
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except Exception as e:
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print(f"Error: Failed to connect {repo_id}. ")
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return True # for safe
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def is_repo_t2i(repo_id):
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from huggingface_hub import HfApi
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api = HfApi()
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try:
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model_info = api.repo_info(repo_id=repo_id, repo_type="model")
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if model_info.pipeline_tag == "text-to-image": return True
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else: return False
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except Exception as e:
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print(f"Error: Failed to connect {repo_id}. ")
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return True # for safe
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def save_space_contents(repo_id: str, dir: str):
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if not is_repo_name(repo_id) or not is_repo_exists(repo_id) or not is_repo_t2i(repo_id):
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print(f"Error: Invalid repo ID: {repo_id}. ")
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return []
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model_name = repo_id.split("/")[-1]
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app_py = f"""
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import gradio as gr
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demo = gr.load("{repo_id}", src="models").launch()
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demo.launch()
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"""
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readme_md = f"""---
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title: {model_name} Text-to-Image
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emoji: 🖼
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 4.38.1
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app_file: app.py
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pinned: false
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short_description: {repo_id} | Text-to-Image
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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"""
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app_path = str(Path(dir, "app.py"))
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with open(app_path, mode='w', encoding="utf-8") as f:
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f.write(app_py)
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readme_path = str(Path(dir, "README.md"))
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with open(readme_path, mode='w', encoding="utf-8") as f:
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f.write(readme_md)
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return [app_path, readme_path]
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def get_t2i_space_contents(repo_id: str):
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return save_space_contents(repo_id, "./temp/")
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