Spaces:
Running
on
L4
Running
on
L4
feat: add docker image and app
Browse files- Dockerfile +82 -0
- README.md +2 -1
- app.py +28 -0
Dockerfile
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# Custom docker image for DeTikZify. The default HF Spaces GPU image installs a
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# tex live version that is too old for our needs, so we install the latest one
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# oureselves.
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## system setup
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# -----------------------------------------------------------------------------
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FROM nvcr.io/nvidia/cuda:12.1.0-cudnn8-devel-ubuntu22.04
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ARG DEBIAN_FRONTEND=noninteractive
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Run apt update && apt install -y \
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ghostscript \
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poppler-utils \
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git \
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make \
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build-essential \
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libssl-dev \
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zlib1g-dev \
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libbz2-dev \
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libreadline-dev \
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libsqlite3-dev \
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wget \
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curl \
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llvm \
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libncursesw5-dev \
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xz-utils \
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tk-dev \
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libxml2-dev \
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libxmlsec1-dev \
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libffi-dev \
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liblzma-dev \
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ffmpeg \
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libsm6 \
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libxext6 \
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cmake \
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libgl1-mesa-glx \
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sudo
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# install tex live 2023
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ENV PATH=/opt/texbin:$PATH
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RUN curl -LO https://github.com/scottkosty/install-tl-ubuntu/raw/master/install-tl-ubuntu \
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&& chmod +x ./install-tl-ubuntu \
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&& ./install-tl-ubuntu --repository 'https://ftp.math.utah.edu/pub/tex/historic/systems/texlive/2023/tlnet-final'\
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&& rm ./install-tl-ubuntu
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## setup user
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# -----------------------------------------------------------------------------
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RUN useradd -m -G users -u 1000 user
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:$PATH
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WORKDIR $HOME/app
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## install python dependencies
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# -----------------------------------------------------------------------------
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# install pyenv
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ENV PYENV_ROOT=/opt/pyenv
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ENV PATH=$PYENV_ROOT/shims:$PYENV_ROOT/bin:$PATH
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RUN curl https://pyenv.run | bash \
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&& chown -R root:users $PYENV_ROOT \
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&& chmod -R g+w $PYENV_ROOT
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RUN pyenv install 3.10 \
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&& pyenv global 3.10 \
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&& pyenv rehash \
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&& pip install --no-cache-dir --upgrade setuptools wheel \
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&& pip install --no-cache-dir 'detikzify @ git+https://github.com/potamides/DeTikZify' \
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&& pip install --no-cache-dir flash-attn --no-build-isolation \
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&& pip install --no-cache-dir spaces
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RUN chown -R user $HOME/app
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COPY --chown=user . $HOME/app
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## launch app
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# -----------------------------------------------------------------------------
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USER user
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CMD ["python", "app.py"]
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README.md
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---
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title: DeTikZify
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-
emoji:
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colorFrom: pink
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colorTo: indigo
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sdk: docker
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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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---
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title: DeTikZify
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emoji: π
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colorFrom: pink
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colorTo: indigo
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sdk: docker
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pinned: false
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license: apache-2.0
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suggested_hardware: a10g-small
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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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from os import getenv
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from textwrap import dedent
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import gradio as gr
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from torch import cuda
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from detikzify.webui import build_ui, make_light, BANNER
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if is_public:=(getenv("SPACE_ID") == "nllg/DeTikZify") and not cuda.is_available():
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center = ".gradio-container {text-align: center}"
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with gr.Blocks(css=center, theme=make_light(gr.themes.Soft()), title="DeTikZify") as demo:
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badge = "https://huggingface.co/datasets/huggingface/badges/resolve/main/duplicate-this-space-xl.svg"
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link = "https://huggingface.co/spaces/nllg/DeTikZify?duplicate=true"
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html = f'<a style="display:inline-block" href="{link}"> <img src="{badge}" alt="Duplicate this Space"> </a>'
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message = dedent("""\
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The resources required by our models surpass those provided by Hugging
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Face Spaces' free CPU tier. For full functionality, we suggest
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duplicating this space using a paid private GPU runtime.
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""")
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gr.HTML(f'{BANNER}\n<p>{message}</p>\n{html}')
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else:
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use_big_models = cuda.is_available() and cuda.get_device_properties(0).total_memory > 15835660288
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model = f"detikzify-ds-{'7' if use_big_models else '1.3'}b"
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algorithm = "sampling" if is_public else "mcts"
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demo = build_ui(lock=is_public, model=model, algorithm=algorithm, light=True).queue()
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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