# Define the default target now so that it is always the first target BUILD_TARGETS = \ libllava.a \ llama-baby-llama \ llama-batched \ llama-batched-bench \ llama-bench \ llama-benchmark-matmult \ llama-cli \ llama-convert-llama2c-to-ggml \ llama-embedding \ llama-eval-callback \ llama-export-lora \ llama-gbnf-validator \ llama-gguf \ llama-gguf-hash \ llama-gguf-split \ llama-gritlm \ llama-imatrix \ llama-infill \ llama-llava-cli \ llama-lookahead \ llama-lookup \ llama-lookup-create \ llama-lookup-merge \ llama-lookup-stats \ llama-parallel \ llama-passkey \ llama-perplexity \ llama-q8dot \ llama-quantize \ llama-quantize-stats \ llama-retrieval \ llama-save-load-state \ llama-server \ llama-simple \ llama-speculative \ llama-tokenize \ llama-vdot \ llama-cvector-generator \ tests/test-c.o # Binaries only useful for tests TEST_TARGETS = \ tests/test-autorelease \ tests/test-backend-ops \ tests/test-chat-template \ tests/test-double-float \ tests/test-grad0 \ tests/test-grammar-integration \ tests/test-grammar-parser \ tests/test-json-schema-to-grammar \ tests/test-llama-grammar \ tests/test-model-load-cancel \ tests/test-opt \ tests/test-quantize-fns \ tests/test-quantize-perf \ tests/test-rope \ tests/test-sampling \ tests/test-tokenizer-0 \ tests/test-tokenizer-1-bpe \ tests/test-tokenizer-1-spm # Legacy build targets that were renamed in #7809, but should still be removed when the project is cleaned LEGACY_TARGETS_CLEAN = main quantize quantize-stats perplexity imatrix embedding vdot q8dot convert-llama2c-to-ggml \ simple batched batched-bench save-load-state server gguf gguf-split eval-callback llama-bench libllava.a llava-cli baby-llama \ retrieval speculative infill tokenize benchmark-matmult parallel export-lora lookahead lookup passkey gritlm # Legacy build targets that were renamed in #7809, but we want to build binaries that for them that output a deprecation warning if people try to use them. # We don't want to clutter things too much, so we only build replacements for the most commonly used binaries. LEGACY_TARGETS_BUILD = main quantize perplexity embedding server # Deprecation aliases ifdef LLAMA_CUBLAS $(error LLAMA_CUBLAS is removed. Use GGML_CUDA instead.) endif ifdef LLAMA_CUDA GGML_CUDA := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_KOMPUTE GGML_KOMPUTE := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_METAL GGML_METAL := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_OPENMP GGML_OPENMP := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_RPC GGML_RPC := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_SYCL GGML_SYCL := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_SYCL_F16 GGML_SYCL_F16 := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_OPENBLAS GGML_OPENBLAS := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_OPENBLAS64 GGML_OPENBLAS64 := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_BLIS GGML_BLIS := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_NO_LLAMAFILE GGML_NO_LLAMAFILE := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_NO_ACCELERATE GGML_NO_ACCELERATE := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_NO_OPENMP GGML_NO_OPENMP := 1 DEPRECATE_WARNING := 1 endif ifdef LLAMA_NO_METAL GGML_NO_METAL := 1 DEPRECATE_WARNING := 1 endif ifndef UNAME_S UNAME_S := $(shell uname -s) endif ifndef UNAME_P UNAME_P := $(shell uname -p) endif ifndef UNAME_M UNAME_M := $(shell uname -m) endif # In GNU make default CXX is g++ instead of c++. Let's fix that so that users # of non-gcc compilers don't have to provide g++ alias or wrapper. DEFCC := cc DEFCXX := c++ ifeq ($(origin CC),default) CC := $(DEFCC) endif ifeq ($(origin CXX),default) CXX := $(DEFCXX) endif # Mac OS + Arm can report x86_64 # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789 ifeq ($(UNAME_S),Darwin) ifndef GGML_NO_METAL GGML_METAL := 1 endif GGML_NO_OPENMP := 1 ifneq ($(UNAME_P),arm) SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null) ifeq ($(SYSCTL_M),1) # UNAME_P := arm # UNAME_M := arm64 warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789) endif endif endif ifdef GGML_METAL GGML_METAL_EMBED_LIBRARY := 1 endif ifdef GGML_RPC BUILD_TARGETS += rpc-server endif ifdef GGML_VULKAN BUILD_TARGETS += vulkan-shaders-gen endif default: $(BUILD_TARGETS) $(LEGACY_TARGETS_BUILD) test: $(TEST_TARGETS) @failures=0; \ for test_target in $(TEST_TARGETS); do \ if [ "$$test_target" = "tests/test-tokenizer-0" ]; then \ ./$$test_target $(CURDIR)/models/ggml-vocab-llama-spm.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-llama-bpe.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-phi-3.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-falcon.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-bert-bge.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-starcoder.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-gpt-2.gguf; \ ./$$test_target $(CURDIR)/models/ggml-vocab-refact.gguf; \ elif [ "$$test_target" = "tests/test-tokenizer-1-spm" ]; then \ continue; \ elif [ "$$test_target" = "tests/test-tokenizer-1-bpe" ]; then \ continue; \ else \ echo "Running test $$test_target..."; \ ./$$test_target; \ fi; \ if [ $$? -ne 0 ]; then \ printf 'Test %s FAILED!\n\n' $$test_target; \ failures=$$(( failures + 1 )); \ else \ printf 'Test %s passed.\n\n' $$test_target; \ fi; \ done; \ if [ $$failures -gt 0 ]; then \ printf '\n%s tests failed.\n' $$failures; \ exit 1; \ fi @echo 'All tests passed.' all: $(BUILD_TARGETS) $(TEST_TARGETS) $(LEGACY_TARGETS_BUILD) ifdef RISCV_CROSS_COMPILE CC := riscv64-unknown-linux-gnu-gcc CXX := riscv64-unknown-linux-gnu-g++ endif # # Compile flags # # keep standard at C11 and C++11 MK_CPPFLAGS = -Iggml/include -Iggml/src -Iinclude -Isrc -Icommon MK_CFLAGS = -std=c11 -fPIC MK_CXXFLAGS = -std=c++11 -fPIC MK_NVCCFLAGS = -std=c++11 ifdef LLAMA_NO_CCACHE GGML_NO_CCACHE := 1 DEPRECATE_WARNING := 1 endif ifndef GGML_NO_CCACHE CCACHE := $(shell which ccache) ifdef CCACHE export CCACHE_SLOPPINESS = time_macros $(info I ccache found, compilation results will be cached. Disable with GGML_NO_CCACHE.) CC := $(CCACHE) $(CC) CXX := $(CCACHE) $(CXX) else $(info I ccache not found. Consider installing it for faster compilation.) endif # CCACHE endif # GGML_NO_CCACHE # clock_gettime came in POSIX.1b (1993) # CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional # posix_memalign came in POSIX.1-2001 / SUSv3 # M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985) MK_CPPFLAGS += -D_XOPEN_SOURCE=600 # Somehow in OpenBSD whenever POSIX conformance is specified # some string functions rely on locale_t availability, # which was introduced in POSIX.1-2008, forcing us to go higher ifeq ($(UNAME_S),OpenBSD) MK_CPPFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700 endif # Data types, macros and functions related to controlling CPU affinity and # some memory allocation are available on Linux through GNU extensions in libc ifeq ($(UNAME_S),Linux) MK_CPPFLAGS += -D_GNU_SOURCE endif # RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1, # and on macOS its availability depends on enabling Darwin extensions # similarly on DragonFly, enabling BSD extensions is necessary ifeq ($(UNAME_S),Darwin) MK_CPPFLAGS += -D_DARWIN_C_SOURCE endif ifeq ($(UNAME_S),DragonFly) MK_CPPFLAGS += -D__BSD_VISIBLE endif # alloca is a non-standard interface that is not visible on BSDs when # POSIX conformance is specified, but not all of them provide a clean way # to enable it in such cases ifeq ($(UNAME_S),FreeBSD) MK_CPPFLAGS += -D__BSD_VISIBLE endif ifeq ($(UNAME_S),NetBSD) MK_CPPFLAGS += -D_NETBSD_SOURCE endif ifeq ($(UNAME_S),OpenBSD) MK_CPPFLAGS += -D_BSD_SOURCE endif ifdef GGML_SCHED_MAX_COPIES MK_CPPFLAGS += -DGGML_SCHED_MAX_COPIES=$(GGML_SCHED_MAX_COPIES) endif ifdef LLAMA_DEBUG MK_CFLAGS += -O0 -g MK_CXXFLAGS += -O0 -g MK_LDFLAGS += -g MK_NVCCFLAGS += -O0 -g ifeq ($(UNAME_S),Linux) MK_CPPFLAGS += -D_GLIBCXX_ASSERTIONS endif else MK_CPPFLAGS += -DNDEBUG MK_CFLAGS += -O3 MK_CXXFLAGS += -O3 MK_NVCCFLAGS += -O3 endif ifdef LLAMA_SANITIZE_THREAD MK_CFLAGS += -fsanitize=thread -g MK_CXXFLAGS += -fsanitize=thread -g MK_LDFLAGS += -fsanitize=thread -g endif ifdef LLAMA_SANITIZE_ADDRESS MK_CFLAGS += -fsanitize=address -fno-omit-frame-pointer -g MK_CXXFLAGS += -fsanitize=address -fno-omit-frame-pointer -g MK_LDFLAGS += -fsanitize=address -fno-omit-frame-pointer -g endif ifdef LLAMA_SANITIZE_UNDEFINED MK_CFLAGS += -fsanitize=undefined -g MK_CXXFLAGS += -fsanitize=undefined -g MK_LDFLAGS += -fsanitize=undefined -g endif ifdef LLAMA_SERVER_VERBOSE MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE) endif ifdef LLAMA_SERVER_SSL MK_CPPFLAGS += -DCPPHTTPLIB_OPENSSL_SUPPORT MK_LDFLAGS += -lssl -lcrypto endif ifdef LLAMA_DISABLE_LOGS MK_CPPFLAGS += -DLOG_DISABLE_LOGS endif # LLAMA_DISABLE_LOGS # warnings WARN_FLAGS = \ -Wall \ -Wextra \ -Wpedantic \ -Wcast-qual \ -Wno-unused-function MK_CFLAGS += \ $(WARN_FLAGS) \ -Wshadow \ -Wstrict-prototypes \ -Wpointer-arith \ -Wmissing-prototypes \ -Werror=implicit-int \ -Werror=implicit-function-declaration MK_CXXFLAGS += \ $(WARN_FLAGS) \ -Wmissing-declarations \ -Wmissing-noreturn ifeq ($(LLAMA_FATAL_WARNINGS),1) MK_CFLAGS += -Werror MK_CXXFLAGS += -Werror endif # this version of Apple ld64 is buggy ifneq '' '$(findstring dyld-1015.7,$(shell $(CC) $(LDFLAGS) -Wl,-v 2>&1))' MK_CPPFLAGS += -DHAVE_BUGGY_APPLE_LINKER endif # OS specific # TODO: support Windows ifneq '' '$(filter $(UNAME_S),Linux Darwin FreeBSD NetBSD OpenBSD Haiku)' MK_CFLAGS += -pthread MK_CXXFLAGS += -pthread endif # detect Windows ifneq ($(findstring _NT,$(UNAME_S)),) _WIN32 := 1 endif # library name prefix ifneq ($(_WIN32),1) LIB_PRE := lib endif # Dynamic Shared Object extension ifneq ($(_WIN32),1) DSO_EXT := .so else DSO_EXT := .dll endif # Windows Sockets 2 (Winsock) for network-capable apps ifeq ($(_WIN32),1) LWINSOCK2 := -lws2_32 endif ifdef LLAMA_GPROF MK_CFLAGS += -pg MK_CXXFLAGS += -pg endif # Architecture specific # TODO: probably these flags need to be tweaked on some architectures # feel free to update the Makefile for your architecture and send a pull request or issue ifndef RISCV ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64)) # Use all CPU extensions that are available: MK_CFLAGS += -march=native -mtune=native HOST_CXXFLAGS += -march=native -mtune=native # Usage AVX-only #MK_CFLAGS += -mfma -mf16c -mavx #MK_CXXFLAGS += -mfma -mf16c -mavx # Usage SSSE3-only (Not is SSE3!) #MK_CFLAGS += -mssse3 #MK_CXXFLAGS += -mssse3 endif ifneq '' '$(findstring mingw,$(shell $(CC) -dumpmachine))' # The stack is only 16-byte aligned on Windows, so don't let gcc emit aligned moves. # https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412 # https://github.com/ggerganov/llama.cpp/issues/2922 MK_CFLAGS += -Xassembler -muse-unaligned-vector-move MK_CXXFLAGS += -Xassembler -muse-unaligned-vector-move # Target Windows 8 for PrefetchVirtualMemory MK_CPPFLAGS += -D_WIN32_WINNT=0x602 endif ifneq ($(filter aarch64%,$(UNAME_M)),) # Apple M1, M2, etc. # Raspberry Pi 3, 4, Zero 2 (64-bit) # Nvidia Jetson MK_CFLAGS += -mcpu=native MK_CXXFLAGS += -mcpu=native JETSON_RELEASE_INFO = $(shell jetson_release) ifdef JETSON_RELEASE_INFO ifneq ($(filter TX2%,$(JETSON_RELEASE_INFO)),) JETSON_EOL_MODULE_DETECT = 1 CC = aarch64-unknown-linux-gnu-gcc cxx = aarch64-unknown-linux-gnu-g++ endif endif endif ifneq ($(filter armv6%,$(UNAME_M)),) # Raspberry Pi 1, Zero MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter armv7%,$(UNAME_M)),) # Raspberry Pi 2 MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations endif ifneq ($(filter armv8%,$(UNAME_M)),) # Raspberry Pi 3, 4, Zero 2 (32-bit) MK_CFLAGS += -mfp16-format=ieee -mno-unaligned-access MK_CXXFLAGS += -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter ppc64%,$(UNAME_M)),) POWER9_M := $(shell grep "POWER9" /proc/cpuinfo) ifneq (,$(findstring POWER9,$(POWER9_M))) MK_CFLAGS += -mcpu=power9 MK_CXXFLAGS += -mcpu=power9 endif endif ifneq ($(filter ppc64le%,$(UNAME_M)),) MK_CFLAGS += -mcpu=powerpc64le MK_CXXFLAGS += -mcpu=powerpc64le CUDA_POWER_ARCH = 1 endif ifneq ($(filter loongarch64%,$(UNAME_M)),) MK_CFLAGS += -mlasx MK_CXXFLAGS += -mlasx endif else MK_CFLAGS += -march=rv64gcv -mabi=lp64d MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d endif ifndef GGML_NO_ACCELERATE # Mac OS - include Accelerate framework. # `-framework Accelerate` works both with Apple Silicon and Mac Intel ifeq ($(UNAME_S),Darwin) MK_CPPFLAGS += -DGGML_USE_ACCELERATE -DGGML_USE_BLAS MK_CPPFLAGS += -DACCELERATE_NEW_LAPACK MK_CPPFLAGS += -DACCELERATE_LAPACK_ILP64 MK_LDFLAGS += -framework Accelerate OBJ_GGML += ggml/src/ggml-blas.o endif endif # GGML_NO_ACCELERATE ifndef GGML_NO_OPENMP MK_CPPFLAGS += -DGGML_USE_OPENMP MK_CFLAGS += -fopenmp MK_CXXFLAGS += -fopenmp endif # GGML_NO_OPENMP ifdef GGML_OPENBLAS MK_CPPFLAGS += -DGGML_USE_BLAS $(shell pkg-config --cflags-only-I openblas) MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas) MK_LDFLAGS += $(shell pkg-config --libs openblas) OBJ_GGML += ggml/src/ggml-blas.o endif # GGML_OPENBLAS ifdef GGML_OPENBLAS64 MK_CPPFLAGS += -DGGML_USE_BLAS $(shell pkg-config --cflags-only-I openblas64) MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas64) MK_LDFLAGS += $(shell pkg-config --libs openblas64) OBJ_GGML += ggml/src/ggml-blas.o endif # GGML_OPENBLAS64 ifdef GGML_BLIS MK_CPPFLAGS += -DGGML_USE_BLAS -DGGML_BLAS_USE_BLIS -I/usr/local/include/blis -I/usr/include/blis MK_LDFLAGS += -lblis -L/usr/local/lib OBJ_GGML += ggml/src/ggml-blas.o endif # GGML_BLIS ifdef GGML_NVPL MK_CPPFLAGS += -DGGML_USE_BLAS -DGGML_BLAS_USE_NVPL -DNVPL_ILP64 -I/usr/local/include/nvpl_blas -I/usr/include/nvpl_blas MK_LDFLAGS += -L/usr/local/lib -lnvpl_blas_core -lnvpl_blas_ilp64_gomp OBJ_GGML += ggml/src/ggml-blas.o endif # GGML_NVPL ifndef GGML_NO_LLAMAFILE MK_CPPFLAGS += -DGGML_USE_LLAMAFILE OBJ_GGML += ggml/src/llamafile/sgemm.o endif ifdef GGML_RPC MK_CPPFLAGS += -DGGML_USE_RPC OBJ_GGML += ggml/src/ggml-rpc.o endif # GGML_RPC OBJ_CUDA_TMPL = $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-wmma*.cu)) OBJ_CUDA_TMPL += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/mmq*.cu)) ifdef GGML_CUDA_FA_ALL_QUANTS OBJ_CUDA_TMPL += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*.cu)) else OBJ_CUDA_TMPL += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*q4_0-q4_0.cu)) OBJ_CUDA_TMPL += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*q8_0-q8_0.cu)) OBJ_CUDA_TMPL += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*f16-f16.cu)) endif # GGML_CUDA_FA_ALL_QUANTS ifdef GGML_CUDA ifneq ('', '$(wildcard /opt/cuda)') CUDA_PATH ?= /opt/cuda else CUDA_PATH ?= /usr/local/cuda endif MK_CPPFLAGS += -DGGML_USE_CUDA -I$(CUDA_PATH)/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include -DGGML_CUDA_USE_GRAPHS MK_LDFLAGS += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L$(CUDA_PATH)/lib64 -L/usr/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib -L$(CUDA_PATH)/lib64/stubs -L/usr/lib/wsl/lib MK_NVCCFLAGS += -use_fast_math OBJ_GGML += ggml/src/ggml-cuda.o OBJ_GGML += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/*.cu)) OBJ_GGML += $(OBJ_CUDA_TMPL) ifdef LLAMA_FATAL_WARNINGS MK_NVCCFLAGS += -Werror all-warnings endif # LLAMA_FATAL_WARNINGS ifndef JETSON_EOL_MODULE_DETECT MK_NVCCFLAGS += --forward-unknown-to-host-compiler endif # JETSON_EOL_MODULE_DETECT ifdef LLAMA_DEBUG MK_NVCCFLAGS += -lineinfo endif # LLAMA_DEBUG ifdef GGML_CUDA_DEBUG MK_NVCCFLAGS += --device-debug endif # GGML_CUDA_DEBUG ifdef GGML_CUDA_NVCC NVCC = $(CCACHE) $(GGML_CUDA_NVCC) else NVCC = $(CCACHE) nvcc endif #GGML_CUDA_NVCC ifdef CUDA_DOCKER_ARCH MK_NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH) else ifndef CUDA_POWER_ARCH MK_NVCCFLAGS += -arch=native endif # CUDA_DOCKER_ARCH ifdef GGML_CUDA_FORCE_DMMV MK_NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV endif # GGML_CUDA_FORCE_DMMV ifdef GGML_CUDA_FORCE_MMQ MK_NVCCFLAGS += -DGGML_CUDA_FORCE_MMQ endif # GGML_CUDA_FORCE_MMQ ifdef GGML_CUDA_FORCE_CUBLAS MK_NVCCFLAGS += -DGGML_CUDA_FORCE_CUBLAS endif # GGML_CUDA_FORCE_CUBLAS ifdef GGML_CUDA_DMMV_X MK_NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(GGML_CUDA_DMMV_X) else MK_NVCCFLAGS += -DGGML_CUDA_DMMV_X=32 endif # GGML_CUDA_DMMV_X ifdef GGML_CUDA_MMV_Y MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(GGML_CUDA_MMV_Y) else ifdef GGML_CUDA_DMMV_Y MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(GGML_CUDA_DMMV_Y) # for backwards compatibility else MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=1 endif # GGML_CUDA_MMV_Y ifdef GGML_CUDA_F16 MK_NVCCFLAGS += -DGGML_CUDA_F16 endif # GGML_CUDA_F16 ifdef GGML_CUDA_DMMV_F16 MK_NVCCFLAGS += -DGGML_CUDA_F16 endif # GGML_CUDA_DMMV_F16 ifdef GGML_CUDA_KQUANTS_ITER MK_NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(GGML_CUDA_KQUANTS_ITER) else MK_NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2 endif ifdef GGML_CUDA_PEER_MAX_BATCH_SIZE MK_NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=$(GGML_CUDA_PEER_MAX_BATCH_SIZE) else MK_NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=128 endif # GGML_CUDA_PEER_MAX_BATCH_SIZE ifdef GGML_CUDA_NO_PEER_COPY MK_NVCCFLAGS += -DGGML_CUDA_NO_PEER_COPY endif # GGML_CUDA_NO_PEER_COPY ifdef GGML_CUDA_CCBIN MK_NVCCFLAGS += -ccbin $(GGML_CUDA_CCBIN) endif # GGML_CUDA_CCBIN ifdef GGML_CUDA_FA_ALL_QUANTS MK_NVCCFLAGS += -DGGML_CUDA_FA_ALL_QUANTS endif # GGML_CUDA_FA_ALL_QUANTS ifdef JETSON_EOL_MODULE_DETECT define NVCC_COMPILE $(NVCC) -I. -Icommon -D_XOPEN_SOURCE=600 -D_GNU_SOURCE -DNDEBUG -DGGML_USE_CUDA -I/usr/local/cuda/include -I/opt/cuda/include -I/usr/local/cuda/targets/aarch64-linux/include -std=c++11 -O3 $(NVCCFLAGS) $(CPPFLAGS) -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@ endef # NVCC_COMPILE else define NVCC_COMPILE $(NVCC) $(NVCCFLAGS) $(CPPFLAGS) -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@ endef # NVCC_COMPILE endif # JETSON_EOL_MODULE_DETECT ggml/src/ggml-cuda/%.o: \ ggml/src/ggml-cuda/%.cu \ ggml/include/ggml.h \ ggml/src/ggml-common.h \ ggml/src/ggml-cuda/common.cuh $(NVCC_COMPILE) ggml/src/ggml-cuda.o: \ ggml/src/ggml-cuda.cu \ ggml/include/ggml-cuda.h \ ggml/include/ggml.h \ ggml/include/ggml-backend.h \ ggml/src/ggml-backend-impl.h \ ggml/src/ggml-common.h \ $(wildcard ggml/src/ggml-cuda/*.cuh) $(NVCC_COMPILE) endif # GGML_CUDA ifdef GGML_VULKAN MK_CPPFLAGS += -DGGML_USE_VULKAN MK_LDFLAGS += $(shell pkg-config --libs vulkan) OBJ_GGML += ggml/src/ggml-vulkan.o ggml/src/ggml-vulkan-shaders.o ifdef GGML_VULKAN_CHECK_RESULTS MK_CPPFLAGS += -DGGML_VULKAN_CHECK_RESULTS endif ifdef GGML_VULKAN_DEBUG MK_CPPFLAGS += -DGGML_VULKAN_DEBUG endif ifdef GGML_VULKAN_MEMORY_DEBUG MK_CPPFLAGS += -DGGML_VULKAN_MEMORY_DEBUG endif ifdef GGML_VULKAN_VALIDATE MK_CPPFLAGS += -DGGML_VULKAN_VALIDATE endif ifdef GGML_VULKAN_RUN_TESTS MK_CPPFLAGS += -DGGML_VULKAN_RUN_TESTS endif GLSLC_CMD = glslc _ggml_vk_genshaders_cmd = $(shell pwd)/vulkan-shaders-gen _ggml_vk_header = ggml/src/ggml-vulkan-shaders.hpp _ggml_vk_source = ggml/src/ggml-vulkan-shaders.cpp _ggml_vk_input_dir = ggml/src/vulkan-shaders _ggml_vk_shader_deps = $(echo $(_ggml_vk_input_dir)/*.comp) ggml/src/ggml-vulkan.o: ggml/src/ggml-vulkan.cpp ggml/include/ggml-vulkan.h $(_ggml_vk_header) $(_ggml_vk_source) $(CXX) $(CXXFLAGS) $(shell pkg-config --cflags vulkan) -c $< -o $@ $(_ggml_vk_header): $(_ggml_vk_source) $(_ggml_vk_source): $(_ggml_vk_shader_deps) vulkan-shaders-gen $(_ggml_vk_genshaders_cmd) \ --glslc $(GLSLC_CMD) \ --input-dir $(_ggml_vk_input_dir) \ --target-hpp $(_ggml_vk_header) \ --target-cpp $(_ggml_vk_source) vulkan-shaders-gen: ggml/src/vulkan-shaders/vulkan-shaders-gen.cpp $(CXX) $(CXXFLAGS) -o $@ $(LDFLAGS) ggml/src/vulkan-shaders/vulkan-shaders-gen.cpp endif # GGML_VULKAN ifdef GGML_HIPBLAS ifeq ($(wildcard /opt/rocm),) ROCM_PATH ?= /usr AMDGPU_TARGETS ?= $(shell $(shell which amdgpu-arch)) else ROCM_PATH ?= /opt/rocm AMDGPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch) endif GGML_CUDA_DMMV_X ?= 32 GGML_CUDA_MMV_Y ?= 1 GGML_CUDA_KQUANTS_ITER ?= 2 MK_CPPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUDA ifdef GGML_HIP_UMA MK_CPPFLAGS += -DGGML_HIP_UMA endif # GGML_HIP_UMA MK_LDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib MK_LDFLAGS += -L$(ROCM_PATH)/lib64 -Wl,-rpath=$(ROCM_PATH)/lib64 MK_LDFLAGS += -lhipblas -lamdhip64 -lrocblas HIPCC ?= $(CCACHE) $(ROCM_PATH)/bin/hipcc HIPFLAGS += $(addprefix --offload-arch=,$(AMDGPU_TARGETS)) HIPFLAGS += -DGGML_CUDA_DMMV_X=$(GGML_CUDA_DMMV_X) HIPFLAGS += -DGGML_CUDA_MMV_Y=$(GGML_CUDA_MMV_Y) HIPFLAGS += -DK_QUANTS_PER_ITERATION=$(GGML_CUDA_KQUANTS_ITER) ifdef GGML_CUDA_FORCE_DMMV HIPFLAGS += -DGGML_CUDA_FORCE_DMMV endif # GGML_CUDA_FORCE_DMMV ifdef GGML_CUDA_FORCE_MMQ HIPFLAGS += -DGGML_CUDA_FORCE_MMQ endif # GGML_CUDA_FORCE_MMQ ifdef GGML_CUDA_FORCE_CUBLAS HIPFLAGS += -DGGML_CUDA_FORCE_CUBLAS endif # GGML_CUDA_FORCE_CUBLAS ifdef GGML_CUDA_NO_PEER_COPY HIPFLAGS += -DGGML_CUDA_NO_PEER_COPY endif # GGML_CUDA_NO_PEER_COPY OBJ_GGML += ggml/src/ggml-cuda.o OBJ_GGML += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/*.cu)) OBJ_GGML += $(OBJ_CUDA_TMPL) ggml/src/ggml-cuda.o: \ ggml/src/ggml-cuda.cu \ ggml/include/ggml-cuda.h \ ggml/include/ggml.h \ ggml/include/ggml-backend.h \ ggml/src/ggml-backend-impl.h \ ggml/src/ggml-common.h \ $(wildcard ggml/src/ggml-cuda/*.cuh) $(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $< ggml/src/ggml-cuda/%.o: \ ggml/src/ggml-cuda/%.cu \ ggml/include/ggml.h \ ggml/src/ggml-common.h \ ggml/src/ggml-cuda/common.cuh $(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $< endif # GGML_HIPBLAS ifdef GGML_METAL MK_CPPFLAGS += -DGGML_USE_METAL MK_LDFLAGS += -framework Foundation -framework Metal -framework MetalKit OBJ_GGML += ggml/src/ggml-metal.o ifdef GGML_METAL_NDEBUG MK_CPPFLAGS += -DGGML_METAL_NDEBUG endif ifdef GGML_METAL_EMBED_LIBRARY MK_CPPFLAGS += -DGGML_METAL_EMBED_LIBRARY OBJ_GGML += ggml/src/ggml-metal-embed.o endif endif # GGML_METAL ifdef GGML_METAL ggml/src/ggml-metal.o: \ ggml/src/ggml-metal.m \ ggml/include/ggml-metal.h \ ggml/include/ggml.h $(CC) $(CFLAGS) -c $< -o $@ ifdef GGML_METAL_EMBED_LIBRARY ggml/src/ggml-metal-embed.o: \ ggml/src/ggml-metal.metal \ ggml/src/ggml-common.h @echo "Embedding Metal library" @sed -e '/#include "ggml-common.h"/r ggml/src/ggml-common.h' -e '/#include "ggml-common.h"/d' < ggml/src/ggml-metal.metal > ggml/src/ggml-metal-embed.metal $(eval TEMP_ASSEMBLY=$(shell mktemp)) @echo ".section __DATA, __ggml_metallib" > $(TEMP_ASSEMBLY) @echo ".globl _ggml_metallib_start" >> $(TEMP_ASSEMBLY) @echo "_ggml_metallib_start:" >> $(TEMP_ASSEMBLY) @echo ".incbin \"ggml/src/ggml-metal-embed.metal\"" >> $(TEMP_ASSEMBLY) @echo ".globl _ggml_metallib_end" >> $(TEMP_ASSEMBLY) @echo "_ggml_metallib_end:" >> $(TEMP_ASSEMBLY) @$(AS) $(TEMP_ASSEMBLY) -o $@ @rm -f ${TEMP_ASSEMBLY} endif endif # GGML_METAL OBJ_GGML += \ ggml/src/ggml.o \ ggml/src/ggml-alloc.o \ ggml/src/ggml-backend.o \ ggml/src/ggml-quants.o \ ggml/src/ggml-aarch64.o OBJ_LLAMA = \ src/llama.o \ src/llama-vocab.o \ src/llama-grammar.o \ src/llama-sampling.o \ src/unicode.o \ src/unicode-data.o OBJ_COMMON = \ common/common.o \ common/console.o \ common/ngram-cache.o \ common/sampling.o \ common/train.o \ common/grammar-parser.o \ common/build-info.o \ common/json-schema-to-grammar.o OBJ_ALL = $(OBJ_GGML) $(OBJ_LLAMA) $(OBJ_COMMON) LIB_GGML = $(LIB_PRE)ggml$(DSO_EXT) LIB_GGML_S = $(LIB_PRE)ggml.a LIB_LLAMA = $(LIB_PRE)llama$(DSO_EXT) LIB_LLAMA_S = $(LIB_PRE)llama.a LIB_COMMON = $(LIB_PRE)common$(DSO_EXT) LIB_COMMON_S = $(LIB_PRE)common.a LIB_ALL = $(LIB_GGML) $(LIB_LLAMA) $(LIB_COMMON) LIB_ALL_S = $(LIB_GGML_S) $(LIB_LLAMA_S) $(LIB_COMMON_S) GF_CC := $(CC) include scripts/get-flags.mk # combine build flags with cmdline overrides override CPPFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) override CFLAGS := $(CPPFLAGS) $(MK_CFLAGS) $(GF_CFLAGS) $(CFLAGS) BASE_CXXFLAGS := $(MK_CXXFLAGS) $(CXXFLAGS) override CXXFLAGS := $(BASE_CXXFLAGS) $(HOST_CXXFLAGS) $(GF_CXXFLAGS) $(CPPFLAGS) override NVCCFLAGS := $(MK_NVCCFLAGS) $(NVCCFLAGS) override LDFLAGS := $(MK_LDFLAGS) $(LDFLAGS) # identify CUDA host compiler ifdef GGML_CUDA GF_CC := $(NVCC) $(NVCCFLAGS) 2>/dev/null .c -Xcompiler include scripts/get-flags.mk CUDA_CXXFLAGS := $(BASE_CXXFLAGS) $(GF_CXXFLAGS) -Wno-pedantic endif ifdef LLAMA_CURL override CXXFLAGS := $(CXXFLAGS) -DLLAMA_USE_CURL override LDFLAGS := $(LDFLAGS) -lcurl endif # # Print build information # $(info I llama.cpp build info: ) $(info I UNAME_S: $(UNAME_S)) $(info I UNAME_P: $(UNAME_P)) $(info I UNAME_M: $(UNAME_M)) $(info I CFLAGS: $(CFLAGS)) $(info I CXXFLAGS: $(CXXFLAGS)) $(info I NVCCFLAGS: $(NVCCFLAGS)) $(info I LDFLAGS: $(LDFLAGS)) $(info I CC: $(shell $(CC) --version | head -n 1)) $(info I CXX: $(shell $(CXX) --version | head -n 1)) ifdef GGML_CUDA $(info I NVCC: $(shell $(NVCC) --version | tail -n 1)) CUDA_VERSION := $(shell $(NVCC) --version | grep -oP 'release (\K[0-9]+\.[0-9])') ifeq ($(shell awk -v "v=$(CUDA_VERSION)" 'BEGIN { print (v < 11.7) }'),1) ifndef CUDA_DOCKER_ARCH ifndef CUDA_POWER_ARCH $(error I ERROR: For CUDA versions < 11.7 a target CUDA architecture must be explicitly provided via environment variable CUDA_DOCKER_ARCH, e.g. by running "export CUDA_DOCKER_ARCH=compute_XX" on Unix-like systems, where XX is the minimum compute capability that the code needs to run on. A list with compute capabilities can be found here: https://developer.nvidia.com/cuda-gpus ) endif # CUDA_POWER_ARCH endif # CUDA_DOCKER_ARCH endif # eq ($(shell echo "$(CUDA_VERSION) < 11.7" | bc),1) endif # GGML_CUDA $(info ) ifdef DEPRECATE_WARNING $(info !!! DEPRECATION WARNING !!!) $(info The following LLAMA_ options are deprecated and will be removed in the future. Use the GGML_ prefix instead) $(info - LLAMA_CUDA) $(info - LLAMA_METAL) $(info - LLAMA_METAL_EMBED_LIBRARY) $(info - LLAMA_OPENMP) $(info - LLAMA_RPC) $(info - LLAMA_SYCL) $(info - LLAMA_SYCL_F16) $(info - LLAMA_OPENBLAS) $(info - LLAMA_OPENBLAS64) $(info - LLAMA_BLIS) $(info - LLAMA_NO_LLAMAFILE) $(info - LLAMA_NO_ACCELERATE) $(info - LLAMA_NO_OPENMP) $(info - LLAMA_NO_METAL) $(info - LLAMA_NO_CCACHE) $(info ) endif # # Build libraries # # ggml ggml/src/ggml.o: \ ggml/src/ggml.c \ ggml/include/ggml.h $(CC) $(CFLAGS) -c $< -o $@ ggml/src/ggml-alloc.o: \ ggml/src/ggml-alloc.c \ ggml/include/ggml.h \ ggml/include/ggml-alloc.h $(CC) $(CFLAGS) -c $< -o $@ ggml/src/ggml-backend.o: \ ggml/src/ggml-backend.c \ ggml/include/ggml.h \ ggml/include/ggml-backend.h $(CC) $(CFLAGS) -c $< -o $@ ggml/src/ggml-quants.o: \ ggml/src/ggml-quants.c \ ggml/include/ggml.h \ ggml/src/ggml-quants.h \ ggml/src/ggml-common.h $(CC) $(CFLAGS) -c $< -o $@ ggml/src/ggml-aarch64.o: \ ggml/src/ggml-aarch64.c \ ggml/include/ggml.h \ ggml/src/ggml-aarch64.h \ ggml/src/ggml-common.h $(CC) $(CFLAGS) -c $< -o $@ ggml/src/ggml-blas.o: \ ggml/src/ggml-blas.cpp \ ggml/include/ggml-blas.h $(CXX) $(CXXFLAGS) -c $< -o $@ ifndef GGML_NO_LLAMAFILE ggml/src/llamafile/sgemm.o: \ ggml/src/llamafile/sgemm.cpp \ ggml/src/llamafile/sgemm.h \ ggml/include/ggml.h $(CXX) $(CXXFLAGS) -c $< -o $@ endif # GGML_NO_LLAMAFILE ifdef GGML_RPC ggml/src/ggml-rpc.o: \ ggml/src/ggml-rpc.cpp \ ggml/include/ggml-rpc.h $(CXX) $(CXXFLAGS) -c $< -o $@ endif # GGML_RPC $(LIB_GGML): \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS) $(LIB_GGML_S): \ $(OBJ_GGML) ar rcs $(LIB_GGML_S) $^ # llama src/unicode.o: \ src/unicode.cpp \ src/unicode.h $(CXX) $(CXXFLAGS) -c $< -o $@ src/unicode-data.o: \ src/unicode-data.cpp \ src/unicode-data.h $(CXX) $(CXXFLAGS) -c $< -o $@ src/llama.o: \ src/llama.cpp \ src/llama-impl.h \ src/llama-vocab.h \ src/llama-grammar.h \ src/llama-sampling.h \ src/unicode.h \ include/llama.h \ ggml/include/ggml-cuda.h \ ggml/include/ggml-metal.h \ ggml/include/ggml.h \ ggml/include/ggml-alloc.h \ ggml/include/ggml-backend.h $(CXX) $(CXXFLAGS) -c $< -o $@ src/llama-vocab.o: \ src/llama-vocab.cpp \ src/llama-vocab.h \ src/llama-impl.h \ include/llama.h $(CXX) $(CXXFLAGS) -c $< -o $@ src/llama-grammar.o: \ src/llama-grammar.cpp \ src/llama-grammar.h \ src/llama-impl.h \ src/llama-vocab.h \ src/llama-sampling.h \ include/llama.h $(CXX) $(CXXFLAGS) -c $< -o $@ src/llama-sampling.o: \ src/llama-sampling.cpp \ src/llama-sampling.h \ src/llama-impl.h \ include/llama.h $(CXX) $(CXXFLAGS) -c $< -o $@ $(LIB_LLAMA): \ $(OBJ_LLAMA) \ $(LIB_GGML) $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS) $(LIB_LLAMA_S): \ $(OBJ_LLAMA) ar rcs $(LIB_LLAMA_S) $^ # common common/common.o: \ common/common.cpp \ common/common.h \ common/console.h \ common/sampling.h \ common/json.hpp \ common/json-schema-to-grammar.h \ include/llama.h $(CXX) $(CXXFLAGS) -c $< -o $@ common/sampling.o: \ common/sampling.cpp \ common/sampling.h \ include/llama.h $(CXX) $(CXXFLAGS) -c $< -o $@ common/console.o: \ common/console.cpp \ common/console.h $(CXX) $(CXXFLAGS) -c $< -o $@ common/grammar-parser.o: \ common/grammar-parser.cpp \ common/grammar-parser.h $(CXX) $(CXXFLAGS) -c $< -o $@ common/json-schema-to-grammar.o: \ common/json-schema-to-grammar.cpp \ common/json-schema-to-grammar.h $(CXX) $(CXXFLAGS) -c $< -o $@ common/train.o: \ common/train.cpp \ common/train.h $(CXX) $(CXXFLAGS) -c $< -o $@ common/ngram-cache.o: \ common/ngram-cache.cpp \ common/ngram-cache.h $(CXX) $(CXXFLAGS) -c $< -o $@ $(LIB_COMMON): \ $(OBJ_COMMON) \ $(LIB_LLAMA) \ $(LIB_GGML) $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS) $(LIB_COMMON_S): \ $(OBJ_COMMON) ar rcs $(LIB_COMMON_S) $^ clean: rm -vrf *.dot $(BUILD_TARGETS) $(TEST_TARGETS) rm -rvf src/*.o rm -rvf tests/*.o rm -rvf examples/*.o rm -rvf common/*.o rm -rvf *.a rm -rvf *.dll rm -rvf *.so rm -rvf *.dot rm -rvf ggml/*.a rm -rvf ggml/*.dll rm -rvf ggml/*.so rm -vrf ggml/src/*.o rm -rvf common/build-info.cpp rm -vrf ggml/src/ggml-metal-embed.metal rm -vrf ggml/src/ggml-cuda/*.o rm -vrf ggml/src/ggml-cuda/template-instances/*.o rm -rvf $(BUILD_TARGETS) rm -rvf $(TEST_TARGETS) rm -f vulkan-shaders-gen ggml/src/ggml-vulkan-shaders.hpp ggml/src/ggml-vulkan-shaders.cpp rm -rvf $(LEGACY_TARGETS_CLEAN) find examples pocs -type f -name "*.o" -delete # # Examples # # $< is the first prerequisite, i.e. the source file. # Explicitly compile this to an object file so that it can be cached with ccache. # The source file is then filtered out from $^ (the list of all prerequisites) and the object file is added instead. # Helper function that replaces .c, .cpp, and .cu file endings with .o: GET_OBJ_FILE = $(patsubst %.c,%.o,$(patsubst %.cpp,%.o,$(patsubst %.cu,%.o,$(1)))) llama-cli: examples/main/main.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo @echo '==== Run ./llama-cli -h for help. ====' @echo llama-infill: examples/infill/infill.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-simple: examples/simple/simple.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-tokenize: examples/tokenize/tokenize.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-batched: examples/batched/batched.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-batched-bench: examples/batched-bench/batched-bench.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-quantize: examples/quantize/quantize.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-quantize-stats: examples/quantize-stats/quantize-stats.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-perplexity: examples/perplexity/perplexity.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-imatrix: examples/imatrix/imatrix.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-embedding: examples/embedding/embedding.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-gritlm: examples/gritlm/gritlm.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-save-load-state: examples/save-load-state/save-load-state.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-gguf: examples/gguf/gguf.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) examples/gguf-hash/deps/sha1/sha1.o: \ examples/gguf-hash/deps/sha1/sha1.c $(CC) $(CFLAGS) -Iexamples/gguf-hash/deps -c $< -o $@ examples/gguf-hash/deps/xxhash/xxhash.o: \ examples/gguf-hash/deps/xxhash/xxhash.c $(CC) $(CFLAGS) -Iexamples/gguf-hash/deps -c $< -o $@ examples/gguf-hash/deps/sha256/sha256.o: \ examples/gguf-hash/deps/sha256/sha256.c $(CC) $(CFLAGS) -Iexamples/gguf-hash/deps -c $< -o $@ llama-gguf-hash: examples/gguf-hash/gguf-hash.cpp examples/gguf-hash/deps/sha1/sha1.o examples/gguf-hash/deps/xxhash/xxhash.o examples/gguf-hash/deps/sha256/sha256.o\ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -Iexamples/gguf-hash/deps -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-gguf-split: examples/gguf-split/gguf-split.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-eval-callback: examples/eval-callback/eval-callback.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-cvector-generator: examples/cvector-generator/cvector-generator.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-convert-llama2c-to-ggml: examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp \ $(OBJ_GGML) $(OBJ_LLAMA) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-bench: examples/llama-bench/llama-bench.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-baby-llama: examples/baby-llama/baby-llama.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-export-lora: examples/export-lora/export-lora.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-retrieval: examples/retrieval/retrieval.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-speculative: examples/speculative/speculative.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-parallel: examples/parallel/parallel.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-lookahead: examples/lookahead/lookahead.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-lookup: examples/lookup/lookup.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-lookup-create: examples/lookup/lookup-create.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-lookup-merge: examples/lookup/lookup-merge.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-lookup-stats: examples/lookup/lookup-stats.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-passkey: examples/passkey/passkey.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-gbnf-validator: examples/gbnf-validator/gbnf-validator.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) ifdef GGML_RPC rpc-server: examples/rpc/rpc-server.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) endif # GGML_RPC llama-server: \ examples/server/server.cpp \ examples/server/utils.hpp \ examples/server/httplib.h \ examples/server/colorthemes.css.hpp \ examples/server/style.css.hpp \ examples/server/theme-beeninorder.css.hpp \ examples/server/theme-ketivah.css.hpp \ examples/server/theme-mangotango.css.hpp \ examples/server/theme-playground.css.hpp \ examples/server/theme-polarnight.css.hpp \ examples/server/theme-snowstorm.css.hpp \ examples/server/index.html.hpp \ examples/server/index-new.html.hpp \ examples/server/index.js.hpp \ examples/server/completion.js.hpp \ examples/server/system-prompts.js.hpp \ examples/server/prompt-formats.js.hpp \ examples/server/json-schema-to-grammar.mjs.hpp \ common/json.hpp \ common/stb_image.h \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h %.hpp $<,$^) -Iexamples/server $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) $(LWINSOCK2) # Portable equivalent of `cd examples/server/public && xxd -i $(notdir $<) ../$(notdir $<).hpp`: examples/server/%.hpp: examples/server/public/% Makefile @( export NAME=$(subst .,_,$(subst -,_,$(notdir $<))) && \ echo "unsigned char $${NAME}[] = {" && \ cat $< | od -v -t x1 -An | sed -E 's/([0-9a-fA-F]+)/0x\1, /g' && \ echo "};" && \ echo "unsigned int $${NAME}_len = $(shell cat $< | wc -c );" \ ) > $@ libllava.a: examples/llava/llava.cpp \ examples/llava/llava.h \ examples/llava/clip.cpp \ examples/llava/clip.h \ common/stb_image.h \ common/base64.hpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -static -fPIC -c $< -o $@ -Wno-cast-qual llama-llava-cli: examples/llava/llava-cli.cpp \ examples/llava/clip.h \ examples/llava/clip.cpp \ examples/llava/llava.h \ examples/llava/llava.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) -c examples/llava/clip.cpp -o $(call GET_OBJ_FILE, examples/llava/clip.cpp) -Wno-cast-qual $(CXX) $(CXXFLAGS) -c examples/llava/llava.cpp -o $(call GET_OBJ_FILE, examples/llava/llava.cpp) $(CXX) $(CXXFLAGS) $(filter-out %.h $< examples/llava/clip.cpp examples/llava/llava.cpp,$^) $(call GET_OBJ_FILE, $<) $(call GET_OBJ_FILE, examples/llava/clip.cpp) $(call GET_OBJ_FILE, examples/llava/llava.cpp) -o $@ $(LDFLAGS) ifeq ($(UNAME_S),Darwin) swift: examples/batched.swift (cd examples/batched.swift; make build) endif common/build-info.cpp: $(wildcard .git/index) scripts/build-info.sh @sh scripts/build-info.sh "$(CC)" > $@.tmp @if ! cmp -s $@.tmp $@; then \ mv $@.tmp $@; \ else \ rm $@.tmp; \ fi common/build-info.o: common/build-info.cpp $(CXX) $(CXXFLAGS) -c $(filter-out %.h,$^) -o $@ # # Tests # tests: $(TEST_TARGETS) llama-benchmark-matmult: examples/benchmark/benchmark-matmult.cpp \ $(OBJ_GGML) common/build-info.o $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) run-benchmark-matmult: llama-benchmark-matmult ./$@ .PHONY: run-benchmark-matmult swift tests/test-llama-grammar: tests/test-llama-grammar.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-grammar-parser: tests/test-grammar-parser.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-grammar-integration: tests/test-grammar-integration.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-double-float: tests/test-double-float.cpp $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-json-schema-to-grammar: tests/test-json-schema-to-grammar.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -Iexamples/server -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-grad0: tests/test-grad0.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-opt: tests/test-opt.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-quantize-fns: tests/test-quantize-fns.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-quantize-perf: tests/test-quantize-perf.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-sampling: tests/test-sampling.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-tokenizer-0: tests/test-tokenizer-0.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-tokenizer-1-bpe: tests/test-tokenizer-1-bpe.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-tokenizer-1-spm: tests/test-tokenizer-1-spm.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-rope: tests/test-rope.cpp ggml/src/ggml.o \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-c.o: tests/test-c.c include/llama.h $(CC) $(CFLAGS) -c $(filter-out %.h,$^) -o $@ tests/test-backend-ops: tests/test-backend-ops.cpp \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-model-load-cancel: tests/test-model-load-cancel.cpp tests/get-model.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-autorelease: tests/test-autorelease.cpp tests/get-model.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) tests/test-chat-template: tests/test-chat-template.cpp \ $(OBJ_ALL) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) # # PoCs # llama-vdot: pocs/vdot/vdot.cpp ggml/src/ggml.o \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) llama-q8dot: pocs/vdot/q8dot.cpp ggml/src/ggml.o \ $(OBJ_GGML) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) # # Deprecated binaries that we want to keep around long enough for people to migrate to the new filenames, then these can be removed. # # Mark legacy binary targets as .PHONY so that they are always checked. .PHONY: main quantize perplexity embedding server # NOTE: We currently will always build the deprecation-warning `main` and `server` binaries to help users migrate. # Eventually we will want to remove these target from building all the time. main: examples/deprecation-warning/deprecation-warning.cpp $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo "NOTICE: The 'main' binary is deprecated. Please use 'llama-cli' instead." server: examples/deprecation-warning/deprecation-warning.cpp $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo "NOTICE: The 'server' binary is deprecated. Please use 'llama-server' instead." quantize: examples/deprecation-warning/deprecation-warning.cpp ifneq (,$(wildcard quantize)) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo "#########" @echo "WARNING: The 'quantize' binary is deprecated. Please use 'llama-quantize' instead." @echo " Remove the 'quantize' binary to remove this warning." @echo "#########" endif perplexity: examples/deprecation-warning/deprecation-warning.cpp ifneq (,$(wildcard perplexity)) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo "#########" @echo "WARNING: The 'perplexity' binary is deprecated. Please use 'llama-perplexity' instead." @echo " Remove the 'perplexity' binary to remove this warning." @echo "#########" endif embedding: examples/deprecation-warning/deprecation-warning.cpp ifneq (,$(wildcard embedding)) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo "#########" @echo "WARNING: The 'embedding' binary is deprecated. Please use 'llama-embedding' instead." @echo " Remove the 'embedding' binary to remove this warning." @echo "#########" endif