Text Generation
Safetensors
Rust
RWKV
English
oicio-rs
ternary
matmul-free
cpu-only
1.58-bit
bitnet
bonsai
infinite-context
em-llm
reattention
recursive-agent-harness
rlm
rah
edge-ai
needle
hadamard
mlgru
mamba
liquid-neural-networks
turbovec
turboquant
t-mac
vec-lut
axon
consumer-hardware
better-quality
intelligence-density
Instructions to use deeprcurs/OICIO with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- RWKV
How to use deeprcurs/OICIO with RWKV:
# 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
Upload Dockerfile with huggingface_hub
Browse files- Dockerfile +78 -0
Dockerfile
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| 1 |
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# OICIO Dockerfile for MyBinder.org and HuggingFace Spaces
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# Credits: deepRcurs Labs @deeprcurs / Mzed Imamkh @mzedimamkh
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# Consumer Hardware Only, MatMul-Free CPU-Only, No GPU, No CUDA
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FROM rust:1.98-slim as rust-builder
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# Install dependencies for Rust + Python
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RUN apt-get update && apt-get install -y \
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python3 python3-pip python3-venv \
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curl git build-essential \
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&& rm -rf /var/lib/apt/lists/*
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# Setup Rust toolchain in .cache (excluded from snapshot logic, but in Docker it's okay)
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ENV CARGO_HOME=/home/user/.cache/cargo
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ENV RUSTUP_HOME=/home/user/.cache/rustup
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ENV PATH=$CARGO_HOME/bin:$PATH
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# Create user
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RUN useradd -m -s /bin/bash user
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WORKDIR /home/user
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# Copy OICIO Rust code
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COPY --chown=user:user oicio-rs/ /home/user/oicio-rs/
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# Build Rust binary 501KB native + 607KB musl static (like Needle2 14MB)
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RUN mkdir -p /home/user/.cache/cargo /home/user/.cache/rustup /home/user/.cache/oicio-rs-target
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RUN chown -R user:user /home/user/.cache
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USER user
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RUN cd /home/user/oicio-rs && \
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export CARGO_TARGET_DIR=/home/user/.cache/oicio-rs-target && \
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cargo build --release --bin oicio && \
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cargo build --release --bin oicio_real_rah && \
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cargo build --release --bin oicio_turboquant_real
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# Python stage
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FROM python:3.11-slim
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RUN apt-get update && apt-get install -y curl git && rm -rf /var/lib/apt/lists/*
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WORKDIR /home/user
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# Copy Python code + Rust binaries
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COPY --from=rust-builder /home/user/oicio-rs/ /home/user/oicio-rs/
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COPY --from=rust-builder /home/user/.cache/oicio-rs-target/release/oicio /home/user/oicio-rs/oicio
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COPY --from=rust-builder /home/user/.cache/oicio-rs-target/release/oicio_real_rah /home/user/oicio-rs/oicio_real_rah
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COPY oicio/ /home/user/oicio/
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COPY *.md /home/user/
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COPY app.py /home/user/
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COPY requirements.txt /home/user/ 2>/dev/null || echo "numpy\ntorch --index-url https://download.pytorch.org/whl/cpu\nhuggingface_hub\nsafetensors\nfastapi\nuvicorn\ngradio\npsutil\ntqdm" > /home/user/requirements.txt
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# Setup Python venv in .venv (excluded from snapshot logic, but in Docker okay)
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RUN python3 -m venv /home/user/.venv/oicio && \
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/home/user/.venv/oicio/bin/pip install --upgrade pip && \
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/home/user/.venv/oicio/bin/pip install -r /home/user/requirements.txt
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# Setup swap 10GB, 20GB, 30GB... in .cache (excluded)
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RUN mkdir -p /home/user/.cache && \
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fallocate -l 10G /home/user/.cache/swap_10gb && \
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chmod 600 /home/user/.cache/swap_10gb && \
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mkswap /home/user/.cache/swap_10gb || true
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# Expose ports for API and Gradio
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EXPOSE 8000 7860
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# ENV for Rust
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ENV CARGO_HOME=/home/user/.cache/cargo
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ENV RUSTUP_HOME=/home/user/.cache/rustup
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ENV PATH=/home/user/.cache/cargo/bin:/home/user/.venv/oicio/bin:$PATH
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ENV CARGO_TARGET_DIR=/home/user/.cache/oicio-rs-target
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# Default command: run Gradio app (for HF Spaces) or Jupyter (for MyBinder)
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# MyBinder will run jupyter, HF Spaces will run app.py
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CMD ["bash", "-c", "source /home/user/.venv/oicio/bin/activate && swapon /home/user/.cache/swap_10gb 2>/dev/null || true && python app.py"]
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# Labels for credits
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LABEL maintainer="deepRcurs Labs @deeprcurs / Mzed Imamkh @mzedimamkh"
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LABEL description="OICIO — Optimized Infinite Context Intelligence Orchestration — MatMul-Free CPU-Only — Frontier at 1.58-bit"
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LABEL version="0.6.0"
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