Instructions to use bndos/pp-doclayout-v3-trt with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- TensorRT
How to use bndos/pp-doclayout-v3-trt with TensorRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
| ARG BASE_IMAGE=nvcr.io/nvidia/tensorrt:26.04-py3 | |
| FROM ${BASE_IMAGE} AS build | |
| RUN apt-get update && apt-get install -y --no-install-recommends \ | |
| build-essential curl ca-certificates pkg-config \ | |
| && rm -rf /var/lib/apt/lists/* | |
| RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --profile minimal | |
| ENV PATH=/root/.cargo/bin:${PATH} | |
| WORKDIR /src | |
| COPY rust-batcher/Cargo.toml ./Cargo.toml | |
| COPY rust-batcher/Cargo.lock ./Cargo.lock | |
| COPY rust-batcher/build.rs ./build.rs | |
| COPY rust-batcher/cpp ./cpp | |
| COPY rust-batcher/src ./src | |
| RUN cargo build --release | |
| FROM ${BASE_IMAGE} | |
| ENV RUST_LOG=info \ | |
| DOC_LAYOUT_ENGINE=/models/pp_doclayout_v3.engine \ | |
| DOC_LAYOUT_SAMPLE_IMAGE=/inputs/sample.png \ | |
| DOC_LAYOUT_MAX_BATCH=8 \ | |
| DOC_LAYOUT_MAX_DELAY_US=1000 \ | |
| DOC_LAYOUT_WORKERS=3 \ | |
| DOC_LAYOUT_QUEUE_CAPACITY=4096 \ | |
| DOC_LAYOUT_MAX_UPLOAD_MB=512 \ | |
| DOC_LAYOUT_PORT=18082 | |
| COPY --from=build /src/target/release/doclayout-rust-batcher /usr/local/bin/doclayout-rust-batcher | |
| EXPOSE 18082 | |
| ENTRYPOINT ["/usr/local/bin/doclayout-rust-batcher"] | |