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sagar4tech
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Browse filesapp.py and requirements.txt (to setup local env ) for "text-to-image model inferencing locally on device "
- README.md +1 -0
- app.py +21 -0
- requirements.txt +78 -0
README.md
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@@ -9,5 +9,6 @@ app_file: app.py
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pinned: false
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license: apache-2.0
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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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pinned: false
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license: apache-2.0
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---
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description: This is text-to-image model (stable-diffusion-v1-5) running locally on your machine(mac apple silicon) with a Gradio UI
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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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# Provide the url to model id
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url = "runwayml/stable-diffusion-v1-5"
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# Load the safetensor model
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pipe = DiffusionPipeline.from_pretrained(model_file_path, use_safetensors=True )
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pipe = pipe.to("mps")
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def predict(text):
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# Ensure pipe(text) returns the correct output format
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generated_image = pipe(text).images[0]
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return generated_image
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iface = gr.Interface(
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fn=predict,
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inputs='text',
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outputs='image',
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)
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iface.launch()
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requirements.txt
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accelerate==0.29.2
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aiofiles==23.2.1
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altair==5.3.0
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annotated-types==0.6.0
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anyio==4.3.0
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attrs==23.2.0
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certifi==2024.2.2
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charset-normalizer==3.3.2
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click==8.1.7
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contourpy==1.2.1
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cycler==0.12.1
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diffusers @ git+https://github.com/huggingface/diffusers@08bf7545070764d41637e90290ca9b92b392263e
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fastapi==0.110.1
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ffmpy==0.3.2
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filelock==3.13.4
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fonttools==4.51.0
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fsspec==2024.3.1
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gradio==4.26.0
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gradio_client==0.15.1
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h11==0.14.0
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httpcore==1.0.5
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httpx==0.27.0
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huggingface-hub==0.22.2
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idna==3.7
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importlib_metadata==7.1.0
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importlib_resources==6.4.0
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Jinja2==3.1.3
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jsonschema==4.21.1
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jsonschema-specifications==2023.12.1
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kiwisolver==1.4.5
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markdown-it-py==3.0.0
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MarkupSafe==2.1.5
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matplotlib==3.8.4
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mdurl==0.1.2
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mpmath==1.3.0
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networkx==3.3
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numpy==1.26.4
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orjson==3.10.0
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packaging==24.0
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pandas==2.2.2
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pillow==10.3.0
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psutil==5.9.8
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pydantic==2.7.0
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pydantic_core==2.18.1
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pydub==0.25.1
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Pygments==2.17.2
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pyparsing==3.1.2
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python-dateutil==2.9.0.post0
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python-multipart==0.0.9
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pytz==2024.1
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PyYAML==6.0.1
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referencing==0.34.0
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regex==2023.12.25
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requests==2.31.0
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rich==13.7.1
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rpds-py==0.18.0
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ruff==0.3.7
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safetensors==0.4.2
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semantic-version==2.10.0
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shellingham==1.5.4
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six==1.16.0
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sniffio==1.3.1
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starlette==0.37.2
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sympy==1.12
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tokenizers==0.15.2
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tomlkit==0.12.0
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toolz==0.12.1
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torch==2.2.2
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torchvision==0.17.2
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tqdm==4.66.2
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transformers==4.39.3
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typer==0.12.3
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typing_extensions==4.11.0
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tzdata==2024.1
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urllib3==2.2.1
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uvicorn==0.29.0
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websockets==11.0.3
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zipp==3.18.1
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