Instructions to use memescreamer/raidio-tools with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use memescreamer/raidio-tools with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf memescreamer/raidio-tools:Q4_K_M # Run inference directly in the terminal: llama cli -hf memescreamer/raidio-tools:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf memescreamer/raidio-tools:Q4_K_M # Run inference directly in the terminal: llama cli -hf memescreamer/raidio-tools:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf memescreamer/raidio-tools:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf memescreamer/raidio-tools:Q4_K_M
Use Docker
docker model run hf.co/memescreamer/raidio-tools:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use memescreamer/raidio-tools with Ollama:
ollama run hf.co/memescreamer/raidio-tools:Q4_K_M
- Unsloth Desktop
- Pi
How to use memescreamer/raidio-tools with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf memescreamer/raidio-tools:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "memescreamer/raidio-tools:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use memescreamer/raidio-tools with Docker Model Runner:
docker model run hf.co/memescreamer/raidio-tools:Q4_K_M
- Lemonade
How to use memescreamer/raidio-tools with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull memescreamer/raidio-tools:Q4_K_M
Run and chat with the model
lemonade run user.raidio-tools-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use memescreamer/raidio-tools with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf memescreamer/raidio-tools:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default memescreamer/raidio-tools:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use memescreamer/raidio-tools with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf memescreamer/raidio-tools:Q4_K_M
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "memescreamer/raidio-tools:Q4_K_M" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
File size: 4,657 Bytes
2512c40 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 | # syntax=docker/dockerfile:1
# Minimal audio-only ffmpeg for rAIdio.bot — win64 static, LGPL-2.1 (no GPL).
# Cross-compiled with mingw-w64. See README.md for rationale + smoke matrix.
FROM ubuntu:24.04 AS build
ARG DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential gcc-mingw-w64-x86-64 g++-mingw-w64-x86-64 binutils-mingw-w64-x86-64 \
yasm nasm make pkg-config git curl xz-utils ca-certificates \
autoconf automake libtool \
&& rm -rf /var/lib/apt/lists/*
ENV HOST=x86_64-w64-mingw32
ENV PREFIX=/opt/win64
ENV PKG_CONFIG_LIBDIR=/opt/win64/lib/pkgconfig
WORKDIR /build
# ---- libogg (BSD) ----
ARG OGG_VER=1.3.5
RUN curl -fL https://downloads.xiph.org/releases/ogg/libogg-${OGG_VER}.tar.gz | tar xz \
&& cd libogg-${OGG_VER} \
&& ./configure --host=$HOST --prefix=$PREFIX --disable-shared --enable-static \
&& make -j"$(nproc)" && make install
# ---- libvorbis (BSD) ----
ARG VORBIS_VER=1.3.7
RUN curl -fL https://downloads.xiph.org/releases/vorbis/libvorbis-${VORBIS_VER}.tar.gz | tar xz \
&& cd libvorbis-${VORBIS_VER} \
&& ./configure --host=$HOST --prefix=$PREFIX --disable-shared --enable-static --with-ogg=$PREFIX \
&& make -j"$(nproc)" && make install
# ---- opus (BSD) ----
ARG OPUS_VER=1.5.2
RUN curl -fL https://downloads.xiph.org/releases/opus/opus-${OPUS_VER}.tar.gz | tar xz \
&& cd opus-${OPUS_VER} \
&& ./configure --host=$HOST --prefix=$PREFIX --disable-shared --enable-static --disable-doc --disable-extra-programs \
&& make -j"$(nproc)" && make install
# ---- LAME (LGPL-2.1) ----
ARG LAME_VER=3.100
RUN curl -fL https://downloads.sourceforge.net/project/lame/lame/${LAME_VER}/lame-${LAME_VER}.tar.gz | tar xz \
&& cd lame-${LAME_VER} \
&& ./configure --host=$HOST --prefix=$PREFIX --disable-shared --enable-static --disable-frontend \
&& make -j"$(nproc)" && make install
# ---- zlib (Zlib) — mingw cross via its win32 makefile ----
ARG ZLIB_VER=1.3.1
RUN curl -fL https://zlib.net/fossils/zlib-${ZLIB_VER}.tar.gz | tar xz \
&& cd zlib-${ZLIB_VER} \
&& make -f win32/Makefile.gcc PREFIX=$HOST- \
BINARY_PATH=$PREFIX/bin INCLUDE_PATH=$PREFIX/include LIBRARY_PATH=$PREFIX/lib \
SHARED_MODE=0 install
# ---- ffmpeg (LGPL-2.1-or-later; no --enable-gpl) ----
ARG FFMPEG_VER=7.1.1
RUN curl -fL https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VER}.tar.xz | tar xJ \
&& cd ffmpeg-${FFMPEG_VER} \
&& PKG_CONFIG_LIBDIR=$PREFIX/lib/pkgconfig ./configure \
--prefix=/out \
--arch=x86_64 --target-os=mingw32 --cross-prefix=$HOST- \
--pkg-config=pkg-config --pkg-config-flags=--static \
--enable-static --disable-shared \
--extra-cflags="-I$PREFIX/include" \
--extra-ldflags="-L$PREFIX/lib -static -static-libgcc" \
--disable-debug --disable-doc --disable-network --disable-devices --disable-autodetect \
--disable-programs --enable-ffmpeg --enable-ffprobe \
--enable-libmp3lame --enable-libvorbis --enable-libopus --enable-zlib \
--enable-protocol=file,pipe \
--disable-encoders \
--enable-encoder=pcm_s16le,pcm_s16be,pcm_s24le,pcm_s32le,pcm_f32le,pcm_u8,pcm_s8,flac,libmp3lame,libvorbis,libopus,wavpack,alac \
--disable-muxers \
--enable-muxer=wav,w64,flac,mp3,ogg,opus,null,pcm_s16le,pcm_s24le,pcm_f32le,pcm_s16be,data,ipod,mp4 \
--disable-decoder=h264,hevc,vvc,vc1,vc1image,mpeg1video,mpeg2video,mpeg4,msmpeg4v1,msmpeg4v2,msmpeg4v3,wmv1,wmv2,wmv3,vp6,vp6a,vp6f \
--enable-filter=aresample,aformat,anull,atrim,asetnsamples,asetpts,aselect,volume,channelmap,channelsplit,join,amerge,amix,pan,silenceremove,silencedetect,loudnorm,dynaudnorm,highpass,lowpass,equalizer,atempo,aecho,acompressor,anlmdn,afftdn,abuffer,abuffersink,anullsrc \
&& make -j"$(nproc)" && make install \
&& $HOST-strip /out/bin/ffmpeg.exe /out/bin/ffprobe.exe || true
# Capture the exact configure + component manifest for the SBOM / audit trail.
RUN cd ffmpeg-${FFMPEG_VER} 2>/dev/null || cd $(ls -d ffmpeg-*) ; \
{ echo "=== build host ==="; $HOST-gcc --version | head -1; \
echo; echo "=== ffmpeg -buildconf (from config.h) ==="; \
sed -n 's/.*FFMPEG_CONFIGURATION "\(.*\)"/\1/p' config.h; \
echo; echo "=== lib versions ==="; \
echo "ffmpeg ${FFMPEG_VER}; lame ${LAME_VER}; libvorbis ${VORBIS_VER}; libogg ${OGG_VER}; opus ${OPUS_VER}; zlib ${ZLIB_VER}"; \
} > /out/MANIFEST.txt && cat /out/MANIFEST.txt
# ---- export stage: only the artifacts ----
FROM scratch AS export
COPY --from=build /out/bin/ffmpeg.exe /ffmpeg.exe
COPY --from=build /out/bin/ffprobe.exe /ffprobe.exe
COPY --from=build /out/MANIFEST.txt /MANIFEST.txt
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