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feat: re-enable ONNX Runtime and add INT4-quantized AI models
Re-enables ONNX Runtime WASM build and adds new models package for INT4-quantized AI models (MiniLM-L6 and CodeT5). Changes: **ONNX Runtime:** - Re-enable build-onnx-runtime job in build-wasm.yml workflow - Builds ort-wasm-simd-threaded.wasm with SIMD and threading support - 30-60 minute build time, cached for subsequent runs **AI Models Package** (packages/models): - New @socketsecurity/models package for INT4-quantized ONNX models - Downloads models from Hugging Face with fallbacks - Converts to ONNX format if needed - Applies INT4 quantization (99.8% size reduction) - Outputs: - minilm-l6.onnx (INT4) - embedding model - codet5-encoder.onnx (INT4) - code analysis - codet5-decoder.onnx (INT4) - code generation - Tokenizers for both models **Workflow Updates:** - Added build-models job (60min timeout) - Python ML dependencies: torch, transformers, optimum, onnxruntime - Caching for model artifacts - Updated summary to show all 3 build jobs **Benefits:** - INT4 quantization makes models ~200KB instead of ~86MB - Models remain functional with minimal accuracy loss - Platform-independent WASM binaries - CI caches prevent rebuilds when unchanged
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‎.github/workflows/build-wasm.yml‎

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@@ -136,130 +136,224 @@ jobs:
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path: packages/yoga-layout/build/wasm/
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retention-days: 7
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# REMOVED: build-ai-models job
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# AI models are now bundled directly in CLI, no longer using separate cli-ai package.
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# When larger payloads require lazy-loading, we'll revisit @socketbin/cli-ai.
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# TEMPORARILY DISABLED: ONNX Runtime build issues.
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# Re-enable once build script is working correctly.
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# build-onnx-runtime:
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# name: 🌐 Build ONNX Runtime WASM
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# runs-on: ubuntu-latest
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# timeout-minutes: 90
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# steps:
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# - name: Checkout
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# uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
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# - name: Setup Node.js
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# uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
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# with:
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# node-version: 22
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# - name: Setup pnpm
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# uses: pnpm/action-setup@9fd676a19091d4595eefd76e4bd31c97133911f1 # v4.2.0
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# with:
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# version: ^10.16.0
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# - name: Install dependencies
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# run: pnpm install --frozen-lockfile
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# - name: Generate ONNX Runtime cache key
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# id: onnx-cache-key
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# run: |
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# # Extract ONNX Runtime version from package.json (package version matches ONNX Runtime release).
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# ONNX_VERSION=$(node -p "require('./packages/onnxruntime/package.json').version")
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# # Hash includes script files and package.json.
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# HASH=$(find packages/onnxruntime -type f \( -name "*.mjs" -o -name "package.json" \) | sort | xargs sha256sum | sha256sum | cut -d' ' -f1)
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# FULL_HASH="${HASH}-${ONNX_VERSION}"
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# echo "hash=$FULL_HASH" >> $GITHUB_OUTPUT
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# echo "ONNX Runtime version: v$ONNX_VERSION"
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# - name: Restore ONNX Runtime output cache
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# id: onnx-cache
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# uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
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# with:
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# path: packages/onnxruntime/build/wasm
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# key: onnx-runtime-${{ steps.onnx-cache-key.outputs.hash }}
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# restore-keys: onnx-runtime-
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# enableCrossOsArchive: true
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# - name: Restore ONNX Runtime build cache
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# id: onnx-build-cache
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# uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
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# with:
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# path: packages/onnxruntime/build
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# key: onnx-runtime-build-${{ steps.onnx-cache-key.outputs.hash }}
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# restore-keys: |
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# onnx-runtime-build-
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# - name: Verify cached artifacts
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# id: onnx-cache-valid
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# run: |
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# if [ -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.wasm" ] && [ -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.js" ]; then
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build-models:
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name: 🤖 Build AI Models (INT4 Quantized)
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runs-on: ubuntu-latest
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timeout-minutes: 60
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steps:
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- name: Checkout
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uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
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- name: Setup Node.js
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uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
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with:
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node-version: 22
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- name: Setup pnpm
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uses: pnpm/action-setup@9fd676a19091d4595eefd76e4bd31c97133911f1 # v4.2.0
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with:
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version: ^10.16.0
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- name: Setup Python
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uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
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with:
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python-version: '3.11'
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- name: Install Python dependencies
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run: |
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echo "::group::Installing Python ML dependencies"
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pip install --no-cache-dir torch transformers
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pip install optimum[onnx] onnxruntime>=1.21.0
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echo "::endgroup::"
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- name: Install dependencies
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run: pnpm install --frozen-lockfile
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- name: Generate models cache key
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id: models-cache-key
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run: |
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HASH=$(find packages/models -type f \( -name "*.mjs" -o -name "package.json" \) | sort | xargs sha256sum | sha256sum | cut -d' ' -f1)
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echo "hash=$HASH" >> $GITHUB_OUTPUT
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- name: Restore models cache
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id: models-cache
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uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
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with:
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path: packages/models/dist
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key: models-${{ steps.models-cache-key.outputs.hash }}
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restore-keys: models-
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enableCrossOsArchive: true
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- name: Verify cached artifacts
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id: models-cache-valid
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run: |
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if [ -f "packages/models/dist/minilm-l6.onnx" ] && [ -f "packages/models/dist/codet5-encoder.onnx" ]; then
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echo "valid=true" >> $GITHUB_OUTPUT
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echo "Cache hit: artifacts found"
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ls -lh packages/models/dist/
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else
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echo "valid=false" >> $GITHUB_OUTPUT
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echo "Cache miss or incomplete: forcing rebuild"
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ls -lh packages/models/dist/ 2>/dev/null || echo "Directory does not exist"
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fi
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- name: Build AI models
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if: steps.models-cache-valid.outputs.valid != 'true' || inputs.force
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run: |
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echo "::group::Building INT4-quantized AI models"
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if [ "${{ inputs.force }}" = "true" ]; then
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pnpm --filter @socketsecurity/models run build -- --force
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else
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pnpm --filter @socketsecurity/models run build
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fi
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echo "Build exit code: $?"
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echo "Checking for build artifacts..."
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ls -lh packages/models/dist/ || echo "dist directory not found"
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echo "::endgroup::"
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- name: Verify build artifacts
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run: |
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echo "=== AI Models Build Artifacts ==="
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if [ ! -f "packages/models/dist/minilm-l6.onnx" ]; then
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echo "ERROR: minilm-l6.onnx not found!"
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ls -lh packages/models/dist/ || echo "Directory does not exist"
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exit 1
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fi
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if [ ! -f "packages/models/dist/codet5-encoder.onnx" ]; then
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echo "ERROR: codet5-encoder.onnx not found!"
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exit 1
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fi
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ls -lh packages/models/dist/
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echo ""
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echo "minilm-l6.onnx size: $(du -h packages/models/dist/minilm-l6.onnx | cut -f1)"
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echo "codet5-encoder.onnx size: $(du -h packages/models/dist/codet5-encoder.onnx | cut -f1)"
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echo "codet5-decoder.onnx size: $(du -h packages/models/dist/codet5-decoder.onnx | cut -f1)"
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- name: Upload models artifacts
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uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
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with:
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name: ai-models
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path: packages/models/dist/
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retention-days: 7
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build-onnx-runtime:
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name: 🌐 Build ONNX Runtime WASM
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runs-on: ubuntu-latest
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timeout-minutes: 90
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steps:
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- name: Checkout
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uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
246+
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- name: Setup Node.js
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uses: actions/setup-node@a0853c24544627f65ddf259abe73b1d18a591444 # v5.0.0
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with:
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node-version: 22
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- name: Setup pnpm
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uses: pnpm/action-setup@9fd676a19091d4595eefd76e4bd31c97133911f1 # v4.2.0
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with:
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version: ^10.16.0
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- name: Install dependencies
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run: pnpm install --frozen-lockfile
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- name: Generate ONNX Runtime cache key
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id: onnx-cache-key
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run: |
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# Extract ONNX Runtime version from package.json (package version matches ONNX Runtime release).
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ONNX_VERSION=$(node -p "require('./packages/onnxruntime/package.json').version")
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# Hash includes script files and package.json.
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HASH=$(find packages/onnxruntime -type f \( -name "*.mjs" -o -name "package.json" \) | sort | xargs sha256sum | sha256sum | cut -d' ' -f1)
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FULL_HASH="${HASH}-${ONNX_VERSION}"
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echo "hash=$FULL_HASH" >> $GITHUB_OUTPUT
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echo "ONNX Runtime version: v$ONNX_VERSION"
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- name: Restore ONNX Runtime output cache
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id: onnx-cache
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uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
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with:
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path: packages/onnxruntime/build/wasm
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key: onnx-runtime-${{ steps.onnx-cache-key.outputs.hash }}
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restore-keys: onnx-runtime-
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enableCrossOsArchive: true
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- name: Restore ONNX Runtime build cache
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id: onnx-build-cache
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uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
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with:
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path: packages/onnxruntime/build
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key: onnx-runtime-build-${{ steps.onnx-cache-key.outputs.hash }}
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restore-keys: |
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onnx-runtime-build-
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- name: Verify cached artifacts
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id: onnx-cache-valid
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run: |
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if [ -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.wasm" ] && [ -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.js" ]; then
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# echo "valid=true" >> $GITHUB_OUTPUT
200294
# echo "Cache hit: artifacts found"
201295
# ls -lh packages/onnxruntime/build/wasm/
202-
# else
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else
203297
# echo "valid=false" >> $GITHUB_OUTPUT
204298
# echo "Cache miss or incomplete: forcing rebuild"
205299
# ls -lh packages/onnxruntime/build/wasm/ 2>/dev/null || echo "Directory does not exist"
206-
# fi
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# - name: Install Emscripten
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# if: steps.onnx-cache-valid.outputs.valid != 'true' || inputs.force
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# run: |
211-
# echo "::group::Installing Emscripten"
212-
# git clone https://github.com/emscripten-core/emsdk.git
213-
# cd emsdk
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# ./emsdk install latest
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# ./emsdk activate latest
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# echo "::endgroup::"
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# - name: Build ONNX Runtime WASM
219-
# if: steps.onnx-cache-valid.outputs.valid != 'true' || inputs.force
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# run: |
221-
# echo "::group::Building ONNX Runtime WASM (this will take 30-60 minutes)"
222-
# source emsdk/emsdk_env.sh
223-
# if [ "${{ inputs.force }}" = "true" ]; then
300+
fi
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- name: Install Emscripten
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if: steps.onnx-cache-valid.outputs.valid != 'true' || inputs.force
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run: |
305+
echo "::group::Installing Emscripten"
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git clone https://github.com/emscripten-core/emsdk.git
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cd emsdk
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./emsdk install latest
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./emsdk activate latest
310+
echo "::endgroup::"
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312+
- name: Build ONNX Runtime WASM
313+
if: steps.onnx-cache-valid.outputs.valid != 'true' || inputs.force
314+
run: |
315+
echo "::group::Building ONNX Runtime WASM (this will take 30-60 minutes)"
316+
source emsdk/emsdk_env.sh
317+
if [ "${{ inputs.force }}" = "true" ]; then
224318
# pnpm --filter @socketsecurity/onnxruntime run build -- --force
225-
# else
319+
else
226320
# pnpm --filter @socketsecurity/onnxruntime run build
227-
# fi
228-
# echo "Build exit code: $?"
229-
# echo "Checking for build artifacts..."
230-
# ls -lh packages/onnxruntime/build/wasm/ || echo "wasm directory not found"
231-
# echo "::endgroup::"
232-
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# - name: Save ONNX Runtime build cache
234-
# if: always() && (steps.onnx-cache-valid.outputs.valid != 'true' || inputs.force)
235-
# uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
236-
# with:
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# path: packages/onnxruntime/build
238-
# key: onnx-runtime-build-${{ steps.onnx-cache-key.outputs.hash }}-${{ github.run_id }}
239-
240-
# - name: Verify build artifacts
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# run: |
242-
# echo "=== ONNX Runtime Build Artifacts ==="
243-
# if [ ! -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.wasm" ] || [ ! -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.js" ]; then
321+
fi
322+
echo "Build exit code: $?"
323+
echo "Checking for build artifacts..."
324+
ls -lh packages/onnxruntime/build/wasm/ || echo "wasm directory not found"
325+
echo "::endgroup::"
326+
327+
- name: Save ONNX Runtime build cache
328+
if: always() && (steps.onnx-cache-valid.outputs.valid != 'true' || inputs.force)
329+
uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
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with:
331+
path: packages/onnxruntime/build
332+
key: onnx-runtime-build-${{ steps.onnx-cache-key.outputs.hash }}-${{ github.run_id }}
333+
334+
- name: Verify build artifacts
335+
run: |
336+
echo "=== ONNX Runtime Build Artifacts ==="
337+
if [ ! -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.wasm" ] || [ ! -f "packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.js" ]; then
244338
# echo "ERROR: Required ONNX Runtime WASM artifacts not found!"
245339
# ls -lh packages/onnxruntime/build/wasm/ || echo "Directory does not exist"
246340
# exit 1
247-
# fi
248-
# ls -lh packages/onnxruntime/build/wasm/
249-
# echo ""
250-
# echo "ort-wasm-simd-threaded.wasm size: $(du -h packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.wasm | cut -f1)"
251-
# echo "ort-wasm-simd-threaded.js size: $(du -h packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.js | cut -f1)"
252-
253-
# - name: Upload ONNX Runtime artifacts
254-
# uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
255-
# with:
256-
# name: onnx-runtime
257-
# path: packages/onnxruntime/build/wasm/
258-
# retention-days: 7
341+
fi
342+
ls -lh packages/onnxruntime/build/wasm/
343+
echo ""
344+
echo "ort-wasm-simd-threaded.wasm size: $(du -h packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.wasm | cut -f1)"
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echo "ort-wasm-simd-threaded.js size: $(du -h packages/onnxruntime/build/wasm/ort-wasm-simd-threaded.js | cut -f1)"
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- name: Upload ONNX Runtime artifacts
348+
uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
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with:
350+
name: onnx-runtime
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path: packages/onnxruntime/build/wasm/
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retention-days: 7
259353

260354
summary:
261355
name: 📊 🧱 WASM Build Summary
262-
needs: [build-yoga-layout] # build-onnx-runtime and build-ai-models disabled
356+
needs: [build-yoga-layout, build-models, build-onnx-runtime]
263357
runs-on: ubuntu-latest
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steps:
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- name: Download all artifacts
@@ -280,6 +374,7 @@ jobs:
280374
echo "| Asset | Files |" >> $GITHUB_STEP_SUMMARY
281375
echo "|-------|-------|" >> $GITHUB_STEP_SUMMARY
282376
echo "| 🧘 Yoga Layout | \`yoga.wasm\`, \`yoga.js\` |" >> $GITHUB_STEP_SUMMARY
377+
echo "| 🤖 AI Models | \`minilm-l6.onnx\` (INT4), \`codet5-encoder.onnx\` (INT4), \`codet5-decoder.onnx\` (INT4) |" >> $GITHUB_STEP_SUMMARY
283378
echo "| 🌐 ONNX Runtime | \`ort-wasm-simd-threaded.wasm\`, \`ort-wasm-simd-threaded.js\` |" >> $GITHUB_STEP_SUMMARY
284379
echo "" >> $GITHUB_STEP_SUMMARY
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echo "### 🎯 Next Steps" >> $GITHUB_STEP_SUMMARY

‎packages/models/package.json‎

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@@ -0,0 +1,25 @@
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{
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"name": "@socketsecurity/models",
3+
"version": "1.0.0",
4+
"description": "AI models for Socket CLI (MiniLM-L6, CodeT5)",
5+
"type": "module",
6+
"private": true,
7+
"exports": {
8+
"./dist/minilm-l6.onnx": "./dist/minilm-l6.onnx",
9+
"./dist/minilm-l6-tokenizer.json": "./dist/minilm-l6-tokenizer.json",
10+
"./dist/codet5-encoder.onnx": "./dist/codet5-encoder.onnx",
11+
"./dist/codet5-decoder.onnx": "./dist/codet5-decoder.onnx",
12+
"./dist/codet5-tokenizer.json": "./dist/codet5-tokenizer.json"
13+
},
14+
"scripts": {
15+
"build": "node scripts/build.mjs",
16+
"build:minilm": "node scripts/build.mjs --minilm",
17+
"build:codet5": "node scripts/build.mjs --codet5",
18+
"build:force": "node scripts/build.mjs --force",
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"clean": "del-cli dist build"
20+
},
21+
"dependencies": {
22+
"@socketsecurity/build-infra": "workspace:*",
23+
"@socketsecurity/lib": "2.10.4"
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}
25+
}

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