llama : support RWKV v6 models #14542

Workflow file for this run

	name: CI

	on:
	workflow_dispatch: # allows manual triggering
	inputs:
	create_release:
	description: 'Create new release'
	required: true
	type: boolean
	push:
	branches:
	- master
	paths: ['.github/workflows/build.yml', '/CMakeLists.txt', '/Makefile', '*/.h', '*/.hpp', '*/.c', '*/.cpp', '*/.cu', '*/.cuh', '*/.swift', '*/.m', '*/.metal']
	pull_request:
	types: [opened, synchronize, reopened]
	paths: ['.github/workflows/build.yml', '/CMakeLists.txt', '/Makefile', '*/.h', '*/.hpp', '*/.c', '*/.cpp', '*/.cu', '*/.cuh', '*/.swift', '*/.m', '*/.metal']

	concurrency:
	group: ${{ github.workflow }}-${{ github.head_ref && github.ref \|\| github.run_id }}
	cancel-in-progress: true

	env:
	BRANCH_NAME: ${{ github.head_ref \|\| github.ref_name }}
	GGML_NLOOP: 3
	GGML_N_THREADS: 1

	jobs:
	macOS-latest-cmake-arm64:
	runs-on: macos-14

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: Build
	id: cmake_build
	run: \|
	sysctl -a
	mkdir build
	cd build
	cmake -DLLAMA_FATAL_WARNINGS=ON -DGGML_METAL_EMBED_LIBRARY=ON -DLLAMA_CURL=ON -DGGML_RPC=ON -DBUILD_SHARED_LIBS=OFF ..
	cmake --build . --config Release -j $(sysctl -n hw.logicalcpu)

	- name: Test
	id: cmake_test
	run: \|
	cd build
	ctest -L 'main\|curl' --verbose --timeout 900

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Pack artifacts
	id: pack_artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	run: \|
	cp LICENSE ./build/bin/
	zip -r llama-${{ steps.tag.outputs.name }}-bin-macos-arm64.zip ./build/bin/*

	- name: Upload artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: llama-${{ steps.tag.outputs.name }}-bin-macos-arm64.zip
	name: llama-bin-macos-arm64.zip

	macOS-latest-cmake-x64:
	runs-on: macos-12

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: Build
	id: cmake_build
	run: \|
	sysctl -a
	# Metal is disabled due to intermittent failures with Github runners not having a GPU:
	# https://github.com/ggerganov/llama.cpp/actions/runs/8635935781/job/23674807267#step:5:2313
	cmake -B build -DLLAMA_FATAL_WARNINGS=ON -DGGML_METAL=OFF -DLLAMA_CURL=ON -DGGML_RPC=ON -DBUILD_SHARED_LIBS=OFF
	cmake --build build --config Release -j $(sysctl -n hw.logicalcpu)

	- name: Test
	id: cmake_test
	run: \|
	cd build
	ctest -L main --verbose --timeout 900

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Pack artifacts
	id: pack_artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	run: \|
	cp LICENSE ./build/bin/
	zip -r llama-${{ steps.tag.outputs.name }}-bin-macos-x64.zip ./build/bin/*

	- name: Upload artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: llama-${{ steps.tag.outputs.name }}-bin-macos-x64.zip
	name: llama-bin-macos-x64.zip

	ubuntu-focal-make:
	runs-on: ubuntu-20.04
	env:
	LLAMA_NODE_AVAILABLE: true
	LLAMA_PYTHON_AVAILABLE: true

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	run: \|
	sudo apt-get update
	sudo apt-get install build-essential gcc-8

	- uses: actions/setup-node@v4
	with:
	node-version: "20"

	- uses: actions/setup-python@v5
	with:
	python-version: "3.11"

	- name: Build
	id: make_build
	env:
	LLAMA_FATAL_WARNINGS: 1
	run: \|
	CC=gcc-8 make -j $(nproc)

	- name: Test
	id: make_test
	run: \|
	CC=gcc-8 make tests -j $(nproc)
	make test -j $(nproc)

	ubuntu-focal-make-curl:
	runs-on: ubuntu-20.04

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	run: \|
	sudo apt-get update
	sudo apt-get install build-essential gcc-8 libcurl4-openssl-dev

	- name: Build
	id: make_build
	env:
	LLAMA_FATAL_WARNINGS: 1
	LLAMA_CURL: 1
	run: \|
	CC=gcc-8 make -j $(nproc)

	ubuntu-latest-cmake:
	runs-on: ubuntu-latest

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Dependencies
	id: depends
	run: \|
	sudo apt-get update
	sudo apt-get install build-essential libcurl4-openssl-dev

	- name: Build
	id: cmake_build
	run: \|
	mkdir build
	cd build
	cmake .. -DLLAMA_FATAL_WARNINGS=ON -DLLAMA_CURL=ON -DGGML_RPC=ON -DBUILD_SHARED_LIBS=OFF
	cmake --build . --config Release -j $(nproc)

	- name: Test
	id: cmake_test
	run: \|
	cd build
	ctest -L 'main\|curl' --verbose --timeout 900

	- name: Test llama2c conversion
	id: llama2c_test
	run: \|
	cd build
	echo "Fetch tokenizer"
	wget https://huggingface.co/karpathy/tinyllamas/resolve/main/stories260K/tok512.bin
	echo "Fetch llama2c model"
	wget https://huggingface.co/karpathy/tinyllamas/resolve/main/stories260K/stories260K.bin
	./bin/llama-convert-llama2c-to-ggml --copy-vocab-from-model ./tok512.bin --llama2c-model stories260K.bin --llama2c-output-model stories260K.gguf
	./bin/llama-cli -m stories260K.gguf -p "One day, Lily met a Shoggoth" -n 500 -c 256

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Pack artifacts
	id: pack_artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	run: \|
	cp LICENSE ./build/bin/
	zip -r llama-${{ steps.tag.outputs.name }}-bin-ubuntu-x64.zip ./build/bin/*

	- name: Upload artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: llama-${{ steps.tag.outputs.name }}-bin-ubuntu-x64.zip
	name: llama-bin-ubuntu-x64.zip

	ubuntu-latest-cmake-sanitizer:
	runs-on: ubuntu-latest

	continue-on-error: true

	strategy:
	matrix:
	sanitizer: [ADDRESS, THREAD, UNDEFINED]
	build_type: [Debug, Release]

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	run: \|
	sudo apt-get update
	sudo apt-get install build-essential

	- name: Build
	id: cmake_build
	if: ${{ matrix.sanitizer != 'THREAD' }}
	run: \|
	mkdir build
	cd build
	cmake .. -DLLAMA_FATAL_WARNINGS=ON -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON -DCMAKE_BUILD_TYPE=${{ matrix.build_type }}
	cmake --build . --config ${{ matrix.build_type }} -j $(nproc)

	- name: Build (no OpenMP)
	id: cmake_build_no_openmp
	if: ${{ matrix.sanitizer == 'THREAD' }}
	run: \|
	mkdir build
	cd build
	cmake .. -DLLAMA_FATAL_WARNINGS=ON -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} -DGGML_OPENMP=OFF
	cmake --build . --config ${{ matrix.build_type }} -j $(nproc)

	- name: Test
	id: cmake_test
	run: \|
	cd build
	ctest -L main --verbose --timeout 900

	ubuntu-latest-cmake-rpc:
	runs-on: ubuntu-latest

	continue-on-error: true

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	run: \|
	sudo apt-get update
	sudo apt-get install build-essential

	- name: Build
	id: cmake_build
	run: \|
	mkdir build
	cd build
	cmake -DGGML_RPC=ON ..
	cmake --build . --config Release -j $(nproc)

	- name: Test
	id: cmake_test
	run: \|
	cd build
	ctest -L main --verbose

	ubuntu-22-cmake-vulkan:
	runs-on: ubuntu-22.04

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	run: \|
	wget -qO - https://packages.lunarg.com/lunarg-signing-key-pub.asc \| sudo apt-key add -
	sudo wget -qO /etc/apt/sources.list.d/lunarg-vulkan-jammy.list https://packages.lunarg.com/vulkan/lunarg-vulkan-jammy.list
	sudo apt-get update -y
	sudo apt-get install -y build-essential vulkan-sdk

	- name: Build
	id: cmake_build
	run: \|
	mkdir build
	cd build
	cmake -DGGML_VULKAN=ON ..
	cmake --build . --config Release -j $(nproc)

	ubuntu-22-cmake-hip:
	runs-on: ubuntu-22.04
	container: rocm/dev-ubuntu-22.04:6.0.2

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v3

	- name: Dependencies
	id: depends
	run: \|
	sudo apt-get update
	sudo apt-get install -y build-essential git cmake rocblas-dev hipblas-dev

	- name: Build with native CMake HIP support
	id: cmake_build
	run: \|
	cmake -B build -S . -DCMAKE_HIP_COMPILER="$(hipconfig -l)/clang" -DGGML_HIPBLAS=ON
	cmake --build build --config Release -j $(nproc)

	- name: Build with legacy HIP support
	id: cmake_build_legacy_hip
	run: \|
	cmake -B build2 -S . -DCMAKE_C_COMPILER=hipcc -DCMAKE_CXX_COMPILER=hipcc -DGGML_HIPBLAS=ON
	cmake --build build2 --config Release -j $(nproc)

	ubuntu-22-cmake-sycl:
	runs-on: ubuntu-22.04

	continue-on-error: true

	steps:
	- uses: actions/checkout@v2

	- name: add oneAPI to apt
	shell: bash
	run: \|
	cd /tmp
	wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
	sudo apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
	rm GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
	sudo add-apt-repository "deb https://apt.repos.intel.com/oneapi all main"

	- name: install oneAPI dpcpp compiler
	shell: bash
	run: \|
	sudo apt update
	sudo apt install intel-oneapi-compiler-dpcpp-cpp

	- name: install oneAPI MKL library
	shell: bash
	run: \|
	sudo apt install intel-oneapi-mkl-devel

	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Build
	id: cmake_build
	run: \|
	source /opt/intel/oneapi/setvars.sh
	mkdir build
	cd build
	cmake -DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx ..
	cmake --build . --config Release -j $(nproc)

	ubuntu-22-cmake-sycl-fp16:
	runs-on: ubuntu-22.04

	continue-on-error: true

	steps:
	- uses: actions/checkout@v2

	- name: add oneAPI to apt
	shell: bash
	run: \|
	cd /tmp
	wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
	sudo apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
	rm GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
	sudo add-apt-repository "deb https://apt.repos.intel.com/oneapi all main"

	- name: install oneAPI dpcpp compiler
	shell: bash
	run: \|
	sudo apt update
	sudo apt install intel-oneapi-compiler-dpcpp-cpp

	- name: install oneAPI MKL library
	shell: bash
	run: \|
	sudo apt install intel-oneapi-mkl-devel

	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Build
	id: cmake_build
	run: \|
	source /opt/intel/oneapi/setvars.sh
	mkdir build
	cd build
	cmake -DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON ..
	cmake --build . --config Release -j $(nproc)

	# TODO: build with GGML_NO_METAL because test-backend-ops fail on "Apple Paravirtual device" and I don't know
	# how to debug it.
	# ref: https://github.com/ggerganov/llama.cpp/actions/runs/7131777249/job/19420981052#step:5:1124
	macOS-latest-make:
	runs-on: macos-latest

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: Build
	id: make_build
	env:
	LLAMA_FATAL_WARNINGS: 1
	run: \|
	GGML_NO_METAL=1 make -j $(sysctl -n hw.logicalcpu)

	- name: Test
	id: make_test
	run: \|
	GGML_NO_METAL=1 make tests -j $(sysctl -n hw.logicalcpu)
	GGML_NO_METAL=1 make test -j $(sysctl -n hw.logicalcpu)

	# TODO: build with GGML_METAL=OFF because test-backend-ops fail on "Apple Paravirtual device" and I don't know
	# how to debug it.
	# ref: https://github.com/ggerganov/llama.cpp/actions/runs/7132125951/job/19422043567?pr=4359#step:5:6584
	# would be great if we fix these
	macOS-latest-cmake:
	runs-on: macos-latest

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: Build
	id: cmake_build
	run: \|
	sysctl -a
	mkdir build
	cd build
	cmake -DLLAMA_FATAL_WARNINGS=ON -DGGML_METAL=OFF ..
	cmake --build . --config Release -j $(sysctl -n hw.logicalcpu)

	- name: Test
	id: cmake_test
	run: \|
	cd build
	ctest -L main --verbose --timeout 900

	macOS-latest-cmake-ios:
	runs-on: macos-latest

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v1

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: Build
	id: cmake_build
	run: \|
	sysctl -a
	mkdir build
	cd build
	cmake -G Xcode .. \
	-DGGML_METAL_EMBED_LIBRARY=ON \
	-DLLAMA_BUILD_EXAMPLES=OFF \
	-DLLAMA_BUILD_TESTS=OFF \
	-DLLAMA_BUILD_SERVER=OFF \
	-DCMAKE_SYSTEM_NAME=iOS \
	-DCMAKE_OSX_DEPLOYMENT_TARGET=14.0 \
	-DCMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM=ggml
	cmake --build . --config Release -j $(sysctl -n hw.logicalcpu) -- CODE_SIGNING_ALLOWED=NO

	macOS-latest-cmake-tvos:
	runs-on: macos-latest

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v1

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: Build
	id: cmake_build
	run: \|
	sysctl -a
	mkdir build
	cd build
	cmake -G Xcode .. \
	-DGGML_METAL_EMBED_LIBRARY=ON \
	-DLLAMA_BUILD_EXAMPLES=OFF \
	-DLLAMA_BUILD_TESTS=OFF \
	-DLLAMA_BUILD_SERVER=OFF \
	-DCMAKE_SYSTEM_NAME=tvOS \
	-DCMAKE_OSX_DEPLOYMENT_TARGET=14.0 \
	-DCMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM=ggml
	cmake --build . --config Release -j $(sysctl -n hw.logicalcpu) -- CODE_SIGNING_ALLOWED=NO

	macOS-latest-swift:
	runs-on: macos-latest

	strategy:
	matrix:
	destination: ['generic/platform=macOS', 'generic/platform=iOS', 'generic/platform=tvOS']

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v1

	- name: Dependencies
	id: depends
	continue-on-error: true
	run: \|
	brew update

	- name: xcodebuild for swift package
	id: xcodebuild
	run: \|
	xcodebuild -scheme llama -destination "${{ matrix.destination }}"

	- name: Build Swift Example
	id: make_build_swift_example
	run: \|
	make swift

	windows-msys2:
	runs-on: windows-latest

	strategy:
	fail-fast: false
	matrix:
	include:
	- { sys: UCRT64, env: ucrt-x86_64, build: Release }
	- { sys: CLANG64, env: clang-x86_64, build: Release }

	steps:
	- name: Clone
	uses: actions/checkout@v4

	- name: Setup ${{ matrix.sys }}
	uses: msys2/setup-msys2@v2
	with:
	update: true
	msystem: ${{matrix.sys}}
	install: >-
	base-devel
	mingw-w64-${{matrix.env}}-toolchain
	mingw-w64-${{matrix.env}}-cmake
	mingw-w64-${{matrix.env}}-openblas

	- name: Build using make
	shell: msys2 {0}
	run: \|
	make -j $(nproc)

	- name: Clean after building using make
	shell: msys2 {0}
	run: \|
	make clean

	- name: Build using make w/ OpenBLAS
	shell: msys2 {0}
	run: \|
	make GGML_OPENBLAS=1 -j $(nproc)

	- name: Build using CMake
	shell: msys2 {0}
	run: \|
	cmake -B build
	cmake --build build --config ${{ matrix.build }} -j $(nproc)

	- name: Clean after building using CMake
	shell: msys2 {0}
	run: \|
	rm -rf build

	- name: Build using CMake w/ OpenBLAS
	shell: msys2 {0}
	run: \|
	cmake -B build -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS
	cmake --build build --config ${{ matrix.build }} -j $(nproc)

	windows-latest-cmake:
	runs-on: windows-2019

	env:
	OPENBLAS_VERSION: 0.3.23
	SDE_VERSION: 9.33.0-2024-01-07
	VULKAN_VERSION: 1.3.261.1

	strategy:
	matrix:
	include:
	- build: 'noavx-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_AVX=OFF -DGGML_AVX2=OFF -DGGML_FMA=OFF -DBUILD_SHARED_LIBS=ON'
	- build: 'avx2-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DBUILD_SHARED_LIBS=ON'
	- build: 'avx-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_AVX2=OFF -DBUILD_SHARED_LIBS=ON'
	- build: 'avx512-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_AVX512=ON -DBUILD_SHARED_LIBS=ON'
	- build: 'openblas-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_BLAS=ON -DBUILD_SHARED_LIBS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DBLAS_INCLUDE_DIRS="$env:RUNNER_TEMP/openblas/include" -DBLAS_LIBRARIES="$env:RUNNER_TEMP/openblas/lib/openblas.lib"'
	- build: 'kompute-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_KOMPUTE=ON -DKOMPUTE_OPT_DISABLE_VULKAN_VERSION_CHECK=ON -DBUILD_SHARED_LIBS=ON'
	- build: 'vulkan-x64'
	defines: '-DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_VULKAN=ON -DBUILD_SHARED_LIBS=ON'
	- build: 'llvm-arm64'
	defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/arm64-windows-llvm.cmake -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DBUILD_SHARED_LIBS=ON'
	- build: 'msvc-arm64'
	defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/arm64-windows-msvc.cmake -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DBUILD_SHARED_LIBS=ON'

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Clone Kompute submodule
	id: clone_kompute
	if: ${{ matrix.build == 'kompute-x64' }}
	run: \|
	git submodule update --init ggml/src/kompute

	- name: Download OpenBLAS
	id: get_openblas
	if: ${{ matrix.build == 'openblas-x64' }}
	run: \|
	curl.exe -o $env:RUNNER_TEMP/openblas.zip -L "https://github.com/xianyi/OpenBLAS/releases/download/v${env:OPENBLAS_VERSION}/OpenBLAS-${env:OPENBLAS_VERSION}-x64.zip"
	curl.exe -o $env:RUNNER_TEMP/OpenBLAS.LICENSE.txt -L "https://github.com/xianyi/OpenBLAS/raw/v${env:OPENBLAS_VERSION}/LICENSE"
	mkdir $env:RUNNER_TEMP/openblas
	tar.exe -xvf $env:RUNNER_TEMP/openblas.zip -C $env:RUNNER_TEMP/openblas
	$vcdir = $(vswhere -latest -products * -requires Microsoft.VisualStudio.Component.VC.Tools.x86.x64 -property installationPath)
	$msvc = $(join-path $vcdir $('VC\Tools\MSVC\'+$(gc -raw $(join-path $vcdir 'VC\Auxiliary\Build\Microsoft.VCToolsVersion.default.txt')).Trim()))
	$lib = $(join-path $msvc 'bin\Hostx64\x64\lib.exe')
	& $lib /machine:x64 "/def:${env:RUNNER_TEMP}/openblas/lib/libopenblas.def" "/out:${env:RUNNER_TEMP}/openblas/lib/openblas.lib" /name:openblas.dll

	- name: Install Vulkan SDK
	id: get_vulkan
	if: ${{ matrix.build == 'kompute-x64' \|\| matrix.build == 'vulkan-x64' }}
	run: \|
	curl.exe -o $env:RUNNER_TEMP/VulkanSDK-Installer.exe -L "https://sdk.lunarg.com/sdk/download/${env:VULKAN_VERSION}/windows/VulkanSDK-${env:VULKAN_VERSION}-Installer.exe"
	& "$env:RUNNER_TEMP\VulkanSDK-Installer.exe" --accept-licenses --default-answer --confirm-command install
	Add-Content $env:GITHUB_ENV "VULKAN_SDK=C:\VulkanSDK\${env:VULKAN_VERSION}"
	Add-Content $env:GITHUB_PATH "C:\VulkanSDK\${env:VULKAN_VERSION}\bin"

	- name: Install Ninja
	id: install_ninja
	run: \|
	choco install ninja

	- name: Build
	id: cmake_build
	run: \|
	cmake -S . -B build ${{ matrix.defines }}
	cmake --build build --config Release -j ${env:NUMBER_OF_PROCESSORS}

	- name: Add libopenblas.dll
	id: add_libopenblas_dll
	if: ${{ matrix.build == 'openblas-x64' }}
	run: \|
	cp $env:RUNNER_TEMP/openblas/bin/libopenblas.dll ./build/bin/Release/openblas.dll
	cp $env:RUNNER_TEMP/OpenBLAS.LICENSE.txt ./build/bin/Release/OpenBLAS-${env:OPENBLAS_VERSION}.txt

	- name: Check AVX512F support
	id: check_avx512f
	if: ${{ matrix.build == 'avx512-x64' }}
	continue-on-error: true
	run: \|
	cd build
	$vcdir = $(vswhere -latest -products * -requires Microsoft.VisualStudio.Component.VC.Tools.x86.x64 -property installationPath)
	$msvc = $(join-path $vcdir $('VC\Tools\MSVC\'+$(gc -raw $(join-path $vcdir 'VC\Auxiliary\Build\Microsoft.VCToolsVersion.default.txt')).Trim()))
	$cl = $(join-path $msvc 'bin\Hostx64\x64\cl.exe')
	echo 'int main(void){unsigned int a[4];__cpuid(a,7);return !(a[1]&65536);}' >> avx512f.c
	& $cl /O2 /GS- /kernel avx512f.c /link /nodefaultlib /entry:main
	.\avx512f.exe && echo "AVX512F: YES" && ( echo HAS_AVX512F=1 >> $env:GITHUB_ENV ) \|\| echo "AVX512F: NO"

	- name: Test
	id: cmake_test
	# not all machines have native AVX-512
	if: ${{ matrix.build != 'msvc-arm64' && matrix.build != 'llvm-arm64' && matrix.build != 'kompute-x64' && matrix.build != 'vulkan-x64' && (matrix.build != 'avx512-x64' \|\| env.HAS_AVX512F == '1') }}
	run: \|
	cd build
	ctest -L main -C Release --verbose --timeout 900

	- name: Test (Intel SDE)
	id: cmake_test_sde
	if: ${{ matrix.build == 'avx512-x64' && env.HAS_AVX512F == '0' }} # use Intel SDE for AVX-512 emulation
	run: \|
	curl.exe -o $env:RUNNER_TEMP/sde.tar.xz -L "https://downloadmirror.intel.com/813591/sde-external-${env:SDE_VERSION}-win.tar.xz"
	# for some weird reason windows tar doesn't like sde tar.xz
	7z x "-o${env:RUNNER_TEMP}" $env:RUNNER_TEMP/sde.tar.xz
	7z x "-o${env:RUNNER_TEMP}" $env:RUNNER_TEMP/sde.tar
	$sde = $(join-path $env:RUNNER_TEMP sde-external-${env:SDE_VERSION}-win/sde.exe)
	cd build
	$env:LLAMA_SKIP_TESTS_SLOW_ON_EMULATOR = 1
	& $sde -future -- ctest -L main -C Release --verbose --timeout 900

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Pack artifacts
	id: pack_artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	run: \|
	Copy-Item LICENSE .\build\bin\Release\llama.cpp.txt
	7z a llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}.zip .\build\bin\Release\*

	- name: Upload artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}.zip
	name: llama-bin-win-${{ matrix.build }}.zip

	windows-latest-cmake-cuda:
	runs-on: windows-2019

	strategy:
	matrix:
	cuda: ['12.2.0', '11.7.1']
	build: ['cuda']

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Install CUDA toolkit
	id: cuda-toolkit
	uses: Jimver/[email protected]
	with:
	cuda: ${{ matrix.cuda }}
	method: 'network'
	sub-packages: '["nvcc", "cudart", "cublas", "cublas_dev", "thrust", "visual_studio_integration"]'

	- name: Build
	id: cmake_build
	run: \|
	mkdir build
	cd build
	cmake .. -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_CUDA=ON -DBUILD_SHARED_LIBS=ON
	cmake --build . --config Release -j $((${env:NUMBER_OF_PROCESSORS} - 1)) -t ggml
	cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS}

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Pack artifacts
	id: pack_artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	run: \|
	7z a llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}-cu${{ matrix.cuda }}-x64.zip .\build\bin\Release\*

	- name: Upload artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}-cu${{ matrix.cuda }}-x64.zip
	name: llama-bin-win-cu${{ matrix.cuda }}-x64.zip

	- name: Copy and pack Cuda runtime
	run: \|
	echo "Cuda install location: ${{steps.cuda-toolkit.outputs.CUDA_PATH}}"
	$dst='.\build\bin\cudart\'
	robocopy "${{steps.cuda-toolkit.outputs.CUDA_PATH}}\bin" $dst cudart64_.dll cublas64_.dll cublasLt64_*.dll
	7z a cudart-llama-bin-win-cu${{ matrix.cuda }}-x64.zip $dst\*

	- name: Upload Cuda runtime
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: cudart-llama-bin-win-cu${{ matrix.cuda }}-x64.zip
	name: cudart-llama-bin-win-cu${{ matrix.cuda }}-x64.zip

	windows-latest-cmake-sycl:
	runs-on: windows-latest

	defaults:
	run:
	shell: bash

	env:
	WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/7dff44ba-e3af-4448-841c-0d616c8da6e7/w_BaseKit_p_2024.1.0.595_offline.exe
	WINDOWS_DPCPP_MKL: intel.oneapi.win.cpp-dpcpp-common:intel.oneapi.win.mkl.devel
	ONEAPI_ROOT: "C:/Program Files (x86)/Intel/oneAPI"
	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Install
	run: scripts/install-oneapi.bat $WINDOWS_BASEKIT_URL $WINDOWS_DPCPP_MKL

	- name: Build
	id: cmake_build
	run: examples/sycl/win-build-sycl.bat

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Pack artifacts
	id: pack_artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	run: \|
	echo "cp oneAPI running time dll files in ${{ env.ONEAPI_ROOT }} to ./build/bin"
	cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_sycl_blas.4.dll" ./build/bin
	cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_core.2.dll" ./build/bin
	cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_tbb_thread.2.dll" ./build/bin

	cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/pi_win_proxy_loader.dll" ./build/bin
	cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/pi_level_zero.dll" ./build/bin
	cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/sycl7.dll" ./build/bin
	cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/svml_dispmd.dll" ./build/bin
	cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/libmmd.dll" ./build/bin
	echo "cp oneAPI running time dll files to ./build/bin done"
	7z a llama-${{ steps.tag.outputs.name }}-bin-win-sycl-x64.zip ./build/bin/*

	- name: Upload artifacts
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}
	uses: actions/upload-artifact@v4
	with:
	path: llama-${{ steps.tag.outputs.name }}-bin-win-sycl-x64.zip
	name: llama-bin-win-sycl-x64.zip

	windows-latest-cmake-hip:
	runs-on: windows-latest

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v3

	- name: Install
	id: depends
	run: \|
	$ErrorActionPreference = "Stop"
	write-host "Downloading AMD HIP SDK Installer"
	Invoke-WebRequest -Uri "https://download.amd.com/developer/eula/rocm-hub/AMD-Software-PRO-Edition-23.Q4-WinSvr2022-For-HIP.exe" -OutFile "${env:RUNNER_TEMP}\rocm-install.exe"
	write-host "Installing AMD HIP SDK"
	Start-Process "${env:RUNNER_TEMP}\rocm-install.exe" -ArgumentList '-install' -NoNewWindow -Wait
	write-host "Completed AMD HIP SDK installation"

	- name: Verify ROCm
	id: verify
	run: \|
	& 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' --version

	- name: Build
	id: cmake_build
	run: \|
	$env:HIP_PATH=$(Resolve-Path 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' \| split-path \| split-path)
	$env:CMAKE_PREFIX_PATH="${env:HIP_PATH}"
	cmake -G "Unix Makefiles" -B build -S . -DCMAKE_C_COMPILER="${env:HIP_PATH}\bin\clang.exe" -DCMAKE_CXX_COMPILER="${env:HIP_PATH}\bin\clang++.exe" -DGGML_HIPBLAS=ON
	cmake --build build --config Release

	ios-xcode-build:
	runs-on: macos-latest

	steps:
	- name: Checkout code
	uses: actions/checkout@v4

	- name: Build Xcode project
	run: xcodebuild -project examples/llama.swiftui/llama.swiftui.xcodeproj -scheme llama.swiftui -sdk iphoneos CODE_SIGNING_REQUIRED=NO CODE_SIGN_IDENTITY= -destination 'generic/platform=iOS' build

	android-build:
	runs-on: ubuntu-latest

	steps:
	- name: Clone
	uses: actions/checkout@v4

	- name: Set up JDK
	uses: actions/setup-java@v3
	with:
	java-version: 17
	distribution: zulu

	- name: Setup Android SDK
	uses: android-actions/setup-android@v3
	with:
	log-accepted-android-sdk-licenses: false

	- name: Build
	run: \|
	cd examples/llama.android

	./gradlew build --no-daemon

	# freeBSD-latest:
	# runs-on: macos-12
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Build
	# uses: cross-platform-actions/[email protected]
	# with:
	# operating_system: freebsd
	# version: '13.2'
	# hypervisor: 'qemu'
	# run: \|
	# sudo pkg update
	# sudo pkg install -y gmake automake autoconf pkgconf llvm15 openblas
	# gmake CC=/usr/local/bin/clang15 CXX=/usr/local/bin/clang++15 -j `sysctl -n hw.ncpu`

	release:
	if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) \|\| github.event.inputs.create_release == 'true' }}

	runs-on: ubuntu-latest

	needs:
	- ubuntu-focal-make
	- ubuntu-latest-cmake
	- macOS-latest-make
	- macOS-latest-cmake
	- windows-latest-cmake
	- windows-latest-cmake-cuda
	- macOS-latest-cmake-arm64
	- macOS-latest-cmake-x64

	steps:
	- name: Clone
	id: checkout
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Determine tag name
	id: tag
	shell: bash
	run: \|
	BUILD_NUMBER="$(git rev-list --count HEAD)"
	SHORT_HASH="$(git rev-parse --short=7 HEAD)"
	if [[ "${{ env.BRANCH_NAME }}" == "master" ]]; then
	echo "name=b${BUILD_NUMBER}" >> $GITHUB_OUTPUT
	else
	SAFE_NAME=$(echo "${{ env.BRANCH_NAME }}" \| tr '/' '-')
	echo "name=${SAFE_NAME}-b${BUILD_NUMBER}-${SHORT_HASH}" >> $GITHUB_OUTPUT
	fi

	- name: Download artifacts
	id: download-artifact
	uses: actions/download-artifact@v4
	with:
	path: ./artifact

	- name: Move artifacts
	id: move_artifacts
	run: mkdir -p ./artifact/release && mv ./artifact//.zip ./artifact/release

	- name: Create release
	id: create_release
	uses: anzz1/action-create-release@v1
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	with:
	tag_name: ${{ steps.tag.outputs.name }}

	- name: Upload release
	id: upload_release
	uses: actions/github-script@v3
	with:
	github-token: ${{secrets.GITHUB_TOKEN}}
	script: \|
	const path = require('path');
	const fs = require('fs');
	const release_id = '${{ steps.create_release.outputs.id }}';
	for (let file of await fs.readdirSync('./artifact/release')) {
	if (path.extname(file) === '.zip') {
	console.log('uploadReleaseAsset', file);
	await github.repos.uploadReleaseAsset({
	owner: context.repo.owner,
	repo: context.repo.repo,
	release_id: release_id,
	name: file,
	data: await fs.readFileSync(`./artifact/release/${file}`)
	});
	}
	}

	# ubuntu-latest-gcc:
	# runs-on: ubuntu-latest
	#
	# strategy:
	# matrix:
	# build: [Debug, Release]
	#
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Dependencies
	# run: \|
	# sudo apt-get update
	# sudo apt-get install build-essential
	# sudo apt-get install cmake
	#
	# - name: Configure
	# run: cmake . -DCMAKE_BUILD_TYPE=${{ matrix.build }}
	#
	# - name: Build
	# run: \|
	# make
	#
	# ubuntu-latest-clang:
	# runs-on: ubuntu-latest
	#
	# strategy:
	# matrix:
	# build: [Debug, Release]
	#
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Dependencies
	# run: \|
	# sudo apt-get update
	# sudo apt-get install build-essential
	# sudo apt-get install cmake
	#
	# - name: Configure
	# run: cmake . -DCMAKE_BUILD_TYPE=${{ matrix.build }} -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_C_COMPILER=clang
	#
	# - name: Build
	# run: \|
	# make
	#
	# ubuntu-latest-gcc-sanitized:
	# runs-on: ubuntu-latest
	#
	# strategy:
	# matrix:
	# sanitizer: [ADDRESS, THREAD, UNDEFINED]
	#
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Dependencies
	# run: \|
	# sudo apt-get update
	# sudo apt-get install build-essential
	# sudo apt-get install cmake
	#
	# - name: Configure
	# run: cmake . -DCMAKE_BUILD_TYPE=Debug -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON
	#
	# - name: Build
	# run: \|
	# make
	#
	# windows:
	# runs-on: windows-latest
	#
	# strategy:
	# matrix:
	# build: [Release]
	# arch: [Win32, x64]
	# include:
	# - arch: Win32
	# s2arc: x86
	# - arch: x64
	# s2arc: x64
	#
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Add msbuild to PATH
	# uses: microsoft/setup-msbuild@v1
	#
	# - name: Configure
	# run: >
	# cmake -S . -B ./build -A ${{ matrix.arch }}
	# -DCMAKE_BUILD_TYPE=${{ matrix.build }}
	#
	# - name: Build
	# run: \|
	# cd ./build
	# msbuild ALL_BUILD.vcxproj -t:build -p:configuration=${{ matrix.build }} -p:platform=${{ matrix.arch }}
	#
	# - name: Upload binaries
	# uses: actions/upload-artifact@v4
	# with:
	# name: llama-bin-${{ matrix.arch }}
	# path: build/bin/${{ matrix.build }}
	#
	# windows-blas:
	# runs-on: windows-latest
	#
	# strategy:
	# matrix:
	# build: [Release]
	# arch: [Win32, x64]
	# blas: [ON]
	# include:
	# - arch: Win32
	# obzip: https://github.com/xianyi/OpenBLAS/releases/download/v0.3.21/OpenBLAS-0.3.21-x86.zip
	# s2arc: x86
	# - arch: x64
	# obzip: https://github.com/xianyi/OpenBLAS/releases/download/v0.3.21/OpenBLAS-0.3.21-x64.zip
	# s2arc: x64
	#
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Add msbuild to PATH
	# uses: microsoft/setup-msbuild@v1
	#
	# - name: Fetch OpenBLAS
	# if: matrix.blas == 'ON'
	# run: \|
	# C:/msys64/usr/bin/wget.exe -qO blas.zip ${{ matrix.obzip }}
	# 7z x blas.zip -oblas -y
	# copy blas/include/cblas.h .
	# copy blas/include/openblas_config.h .
	# echo "blasdir=$env:GITHUB_WORKSPACE/blas" >> $env:GITHUB_ENV
	#
	# - name: Configure
	# run: >
	# cmake -S . -B ./build -A ${{ matrix.arch }}
	# -DCMAKE_BUILD_TYPE=${{ matrix.build }}
	# -DLLAMA_SUPPORT_OPENBLAS=${{ matrix.blas }}
	# -DCMAKE_LIBRARY_PATH="$env:blasdir/lib"
	#
	# - name: Build
	# run: \|
	# cd ./build
	# msbuild ALL_BUILD.vcxproj -t:build -p:configuration=${{ matrix.build }} -p:platform=${{ matrix.arch }}
	#
	# - name: Copy libopenblas.dll
	# if: matrix.blas == 'ON'
	# run: copy "$env:blasdir/bin/libopenblas.dll" build/bin/${{ matrix.build }}
	#
	# - name: Upload binaries
	# if: matrix.blas == 'ON'
	# uses: actions/upload-artifact@v4
	# with:
	# name: llama-blas-bin-${{ matrix.arch }}
	# path: build/bin/${{ matrix.build }}
	#
	# emscripten:
	# runs-on: ubuntu-latest
	#
	# strategy:
	# matrix:
	# build: [Release]
	#
	# steps:
	# - name: Clone
	# uses: actions/checkout@v4
	#
	# - name: Dependencies
	# run: \|
	# wget -q https://github.com/emscripten-core/emsdk/archive/master.tar.gz
	# tar -xvf master.tar.gz
	# emsdk-master/emsdk update
	# emsdk-master/emsdk install latest
	# emsdk-master/emsdk activate latest
	#
	# - name: Configure
	# run: echo "tmp"
	#
	# - name: Build
	# run: \|
	# pushd emsdk-master
	# source ./emsdk_env.sh
	# popd
	# emcmake cmake . -DCMAKE_BUILD_TYPE=${{ matrix.build }}
	# make

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llama : support RWKV v6 models #14542

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