Instructions to use Aliguinga01/rule_violation2 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 Aliguinga01/rule_violation2 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 Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: llama cli -hf Aliguinga01/rule_violation2:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: llama cli -hf Aliguinga01/rule_violation2:F16
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: ./llama-cli -hf Aliguinga01/rule_violation2:F16
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Aliguinga01/rule_violation2:F16
Use Docker
docker model run hf.co/Aliguinga01/rule_violation2:F16
- LM Studio
- Jan
- Ollama
How to use Aliguinga01/rule_violation2 with Ollama:
ollama run hf.co/Aliguinga01/rule_violation2:F16
- Unsloth Studio
How to use Aliguinga01/rule_violation2 with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for Aliguinga01/rule_violation2 to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for Aliguinga01/rule_violation2 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Aliguinga01/rule_violation2 to start chatting
- Atomic Chat new
- Docker Model Runner
How to use Aliguinga01/rule_violation2 with Docker Model Runner:
docker model run hf.co/Aliguinga01/rule_violation2:F16
- Lemonade
How to use Aliguinga01/rule_violation2 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Aliguinga01/rule_violation2:F16
Run and chat with the model
lemonade run user.rule_violation2-F16
List all available models
lemonade list
| # Server build and tests | |
| name: Server | |
| on: | |
| workflow_dispatch: # allows manual triggering | |
| inputs: | |
| sha: | |
| description: 'Commit SHA1 to build' | |
| required: false | |
| type: string | |
| slow_tests: | |
| description: 'Run slow tests' | |
| required: true | |
| type: boolean | |
| push: | |
| branches: | |
| - master | |
| paths: ['.github/workflows/server.yml', '**/CMakeLists.txt', '**/Makefile', '**/*.h', '**/*.hpp', '**/*.c', '**/*.cpp', '**/*.cu', '**/*.swift', '**/*.m', 'tools/server/**.*'] | |
| pull_request: | |
| types: [opened, synchronize, reopened] | |
| paths: ['.github/workflows/server.yml', '**/CMakeLists.txt', '**/Makefile', '**/*.h', '**/*.hpp', '**/*.c', '**/*.cpp', '**/*.cu', '**/*.swift', '**/*.m', 'tools/server/**.*'] | |
| env: | |
| LLAMA_LOG_COLORS: 1 | |
| LLAMA_LOG_PREFIX: 1 | |
| LLAMA_LOG_TIMESTAMPS: 1 | |
| LLAMA_LOG_VERBOSITY: 10 | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| server: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| sanitizer: [ADDRESS, UNDEFINED] # THREAD is broken | |
| build_type: [RelWithDebInfo] | |
| include: | |
| - build_type: Release | |
| sanitizer: "" | |
| fail-fast: false # While -DLLAMA_SANITIZE_THREAD=ON is broken | |
| steps: | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get -y install \ | |
| build-essential \ | |
| xxd \ | |
| git \ | |
| cmake \ | |
| curl \ | |
| wget \ | |
| language-pack-en \ | |
| libcurl4-openssl-dev | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Python setup | |
| id: setup_python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - name: Tests dependencies | |
| id: test_dependencies | |
| run: | | |
| pip install -r tools/server/tests/requirements.txt | |
| webui-setup: | |
| name: WebUI Setup | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Setup Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "22" | |
| cache: "npm" | |
| cache-dependency-path: "tools/server/webui/package-lock.json" | |
| - name: Cache node_modules | |
| uses: actions/cache@v4 | |
| id: cache-node-modules | |
| with: | |
| path: tools/server/webui/node_modules | |
| key: ${{ runner.os }}-node-modules-${{ hashFiles('tools/server/webui/package-lock.json') }} | |
| restore-keys: | | |
| ${{ runner.os }}-node-modules- | |
| - name: Install dependencies | |
| if: steps.cache-node-modules.outputs.cache-hit != 'true' | |
| run: npm ci | |
| working-directory: tools/server/webui | |
| webui-check: | |
| needs: webui-setup | |
| name: WebUI Check | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Setup Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "22" | |
| - name: Restore node_modules cache | |
| uses: actions/cache@v4 | |
| with: | |
| path: tools/server/webui/node_modules | |
| key: ${{ runner.os }}-node-modules-${{ hashFiles('tools/server/webui/package-lock.json') }} | |
| restore-keys: | | |
| ${{ runner.os }}-node-modules- | |
| - name: Run type checking | |
| run: npm run check | |
| working-directory: tools/server/webui | |
| - name: Run linting | |
| run: npm run lint | |
| working-directory: tools/server/webui | |
| webui-build: | |
| needs: webui-check | |
| name: WebUI Build | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Setup Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "22" | |
| - name: Restore node_modules cache | |
| uses: actions/cache@v4 | |
| with: | |
| path: tools/server/webui/node_modules | |
| key: ${{ runner.os }}-node-modules-${{ hashFiles('tools/server/webui/package-lock.json') }} | |
| restore-keys: | | |
| ${{ runner.os }}-node-modules- | |
| - name: Build application | |
| run: npm run build | |
| working-directory: tools/server/webui | |
| webui-tests: | |
| needs: webui-build | |
| name: Run WebUI tests | |
| permissions: | |
| contents: read | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Setup Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "22" | |
| - name: Restore node_modules cache | |
| uses: actions/cache@v4 | |
| with: | |
| path: tools/server/webui/node_modules | |
| key: ${{ runner.os }}-node-modules-${{ hashFiles('tools/server/webui/package-lock.json') }} | |
| restore-keys: | | |
| ${{ runner.os }}-node-modules- | |
| - name: Install Playwright browsers | |
| run: npx playwright install --with-deps | |
| working-directory: tools/server/webui | |
| - name: Build Storybook | |
| run: npm run build-storybook | |
| working-directory: tools/server/webui | |
| - name: Run Client tests | |
| run: npm run test:client | |
| working-directory: tools/server/webui | |
| - name: Run Server tests | |
| run: npm run test:server | |
| working-directory: tools/server/webui | |
| - name: Run UI tests | |
| run: npm run test:ui | |
| working-directory: tools/server/webui | |
| - name: Run E2E tests | |
| run: npm run test:e2e | |
| working-directory: tools/server/webui | |
| server-build: | |
| needs: [webui-tests] | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| sanitizer: [ADDRESS, UNDEFINED] # THREAD is broken | |
| build_type: [RelWithDebInfo] | |
| include: | |
| - build_type: Release | |
| sanitizer: "" | |
| fail-fast: false # While -DLLAMA_SANITIZE_THREAD=ON is broken | |
| steps: | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get -y install \ | |
| build-essential \ | |
| xxd \ | |
| git \ | |
| cmake \ | |
| curl \ | |
| wget \ | |
| language-pack-en \ | |
| libcurl4-openssl-dev | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Python setup | |
| id: setup_python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - name: Tests dependencies | |
| id: test_dependencies | |
| run: | | |
| pip install -r tools/server/tests/requirements.txt | |
| - name: Setup Node.js for WebUI | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "22" | |
| cache: "npm" | |
| cache-dependency-path: "tools/server/webui/package-lock.json" | |
| - name: Install WebUI dependencies | |
| run: npm ci | |
| working-directory: tools/server/webui | |
| - name: Build WebUI | |
| run: npm run build | |
| working-directory: tools/server/webui | |
| - name: Build (no OpenMP) | |
| id: cmake_build_no_openmp | |
| if: ${{ matrix.sanitizer == 'THREAD' }} | |
| run: | | |
| cmake -B build \ | |
| -DGGML_NATIVE=OFF \ | |
| -DLLAMA_BUILD_SERVER=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \ | |
| -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON \ | |
| -DGGML_OPENMP=OFF ; | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) --target llama-server | |
| - name: Build (sanitizers) | |
| id: cmake_build_sanitizers | |
| if: ${{ matrix.sanitizer != '' && matrix.sanitizer != 'THREAD' }} | |
| run: | | |
| cmake -B build \ | |
| -DGGML_NATIVE=OFF \ | |
| -DLLAMA_BUILD_SERVER=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \ | |
| -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON ; | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) --target llama-server | |
| - name: Build (sanitizers) | |
| id: cmake_build | |
| if: ${{ matrix.sanitizer == '' }} | |
| run: | | |
| cmake -B build \ | |
| -DGGML_NATIVE=OFF \ | |
| -DLLAMA_BUILD_SERVER=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} ; | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) --target llama-server | |
| - name: Tests | |
| id: server_integration_tests | |
| if: ${{ matrix.sanitizer == '' }} | |
| env: | |
| GITHUB_ACTIONS: "true" | |
| run: | | |
| cd tools/server/tests | |
| ./tests.sh | |
| - name: Tests (sanitizers) | |
| id: server_integration_tests_sanitizers | |
| if: ${{ matrix.sanitizer != '' }} | |
| run: | | |
| cd tools/server/tests | |
| LLAMA_SANITIZE=1 ./tests.sh | |
| - name: Slow tests | |
| id: server_integration_tests_slow | |
| if: ${{ (github.event.schedule || github.event.inputs.slow_tests == 'true') && matrix.build_type == 'Release' }} | |
| run: | | |
| cd tools/server/tests | |
| SLOW_TESTS=1 ./tests.sh | |
| server-windows: | |
| runs-on: windows-2022 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: libCURL | |
| id: get_libcurl | |
| uses: ./.github/actions/windows-setup-curl | |
| - name: Build | |
| id: cmake_build | |
| env: | |
| CURL_PATH: ${{ steps.get_libcurl.outputs.curl_path }} | |
| run: | | |
| cmake -B build -DCURL_LIBRARY="$env:CURL_PATH/lib/libcurl.dll.a" -DCURL_INCLUDE_DIR="$env:CURL_PATH/include" | |
| cmake --build build --config Release -j ${env:NUMBER_OF_PROCESSORS} --target llama-server | |
| - name: Python setup | |
| id: setup_python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - name: Tests dependencies | |
| id: test_dependencies | |
| run: | | |
| pip install -r tools/server/tests/requirements.txt | |
| - name: Copy Libcurl | |
| id: prepare_libcurl | |
| env: | |
| CURL_PATH: ${{ steps.get_libcurl.outputs.curl_path }} | |
| run: | | |
| cp $env:CURL_PATH/bin/libcurl-x64.dll ./build/bin/Release/libcurl-x64.dll | |
| - name: Tests | |
| id: server_integration_tests | |
| if: ${{ !matrix.disabled_on_pr || !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| $env:PYTHONIOENCODING = ":replace" | |
| pytest -v -x -m "not slow" | |
| - name: Slow tests | |
| id: server_integration_tests_slow | |
| if: ${{ (github.event.schedule || github.event.inputs.slow_tests == 'true') && matrix.build_type == 'Release' }} | |
| run: | | |
| cd tools/server/tests | |
| $env:SLOW_TESTS = "1" | |
| pytest -v -x | |