# Add custom options to Makefile.local rather than editing this file. -include $(abspath $(lastword ${MAKEFILE_LIST})).local default: koboldcpp_default koboldcpp_failsafe koboldcpp_openblas koboldcpp_noavx2 koboldcpp_clblast koboldcpp_clblast_noavx2 koboldcpp_cublas koboldcpp_hipblas koboldcpp_vulkan koboldcpp_vulkan_noavx2 tools: quantize_gpt2 quantize_gptj quantize_gguf quantize_neox quantize_mpt quantize_clip whispermain sdmain gguf-split dev: koboldcpp_openblas dev2: koboldcpp_clblast dev3: koboldcpp_vulkan ifndef UNAME_S UNAME_S := $(shell uname -s) endif ifndef UNAME_P UNAME_P := $(shell uname -p) endif ifndef UNAME_M UNAME_M := $(shell uname -m) endif ifneq ($(shell grep -e "Arch Linux" -e "ID_LIKE=arch" /etc/os-release 2>/dev/null),) ARCH_ADD = -lcblas endif # Mac OS + Arm can report x86_64 # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789 ifeq ($(UNAME_S),Darwin) ifneq ($(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 # # Compile flags # # keep standard at C11 and C++11 CFLAGS = CXXFLAGS = ifdef KCPP_DEBUG CFLAGS = -g -O0 CXXFLAGS = -g -O0 endif CFLAGS += -I. -Iggml/include -Iggml/src -Iinclude -Isrc -I./include -I./include/CL -I./otherarch -I./otherarch/tools -I./otherarch/sdcpp -I./otherarch/sdcpp/thirdparty -I./include/vulkan -O3 -fno-finite-math-only -std=c11 -fPIC -DLOG_DISABLE_LOGS -D_GNU_SOURCE -DGGML_USE_LLAMAFILE CXXFLAGS += -I. -Iggml/include -Iggml/src -Iinclude -Isrc -I./common -I./include -I./include/CL -I./otherarch -I./otherarch/tools -I./otherarch/sdcpp -I./otherarch/sdcpp/thirdparty -I./include/vulkan -O3 -fno-finite-math-only -std=c++11 -fPIC -DLOG_DISABLE_LOGS -D_GNU_SOURCE -DGGML_USE_LLAMAFILE ifndef KCPP_DEBUG CFLAGS += -DNDEBUG -s CXXFLAGS += -DNDEBUG -s endif #lets try enabling everything CFLAGS += -pthread -Wno-deprecated -Wno-deprecated-declarations -Wno-unused-variable CXXFLAGS += -pthread -Wno-multichar -Wno-write-strings -Wno-deprecated -Wno-deprecated-declarations -Wno-unused-variable LDFLAGS = FASTCFLAGS = $(subst -O3,-Ofast,$(CFLAGS)) FASTCXXFLAGS = $(subst -O3,-Ofast,$(CXXFLAGS)) # these are used on windows, to build some libraries with extra old device compatibility SIMPLECFLAGS = FULLCFLAGS = NONECFLAGS = OPENBLAS_FLAGS = -DGGML_USE_OPENBLAS -DGGML_USE_BLAS -I/usr/local/include/openblas CLBLAST_FLAGS = -DGGML_USE_CLBLAST FAILSAFE_FLAGS = -DUSE_FAILSAFE VULKAN_FLAGS = -DGGML_USE_VULKAN -DSD_USE_VULKAN ifdef LLAMA_CUBLAS CUBLAS_FLAGS = -DGGML_USE_CUDA -DSD_USE_CUBLAS else CUBLAS_FLAGS = endif CUBLASLD_FLAGS = CUBLAS_OBJS = OBJS_FULL += ggml-alloc.o ggml-aarch64.o ggml-quants.o unicode.o unicode-data.o sgemm.o common.o sampling.o grammar-parser.o OBJS_SIMPLE += ggml-alloc.o ggml-aarch64.o ggml-quants_noavx2.o unicode.o unicode-data.o sgemm_noavx2.o common.o sampling.o grammar-parser.o OBJS_FAILSAFE += ggml-alloc.o ggml-aarch64.o ggml-quants_failsafe.o unicode.o unicode-data.o sgemm_failsafe.o common.o sampling.o grammar-parser.o # OS specific # TODO: support Windows ifeq ($(UNAME_S),Linux) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),Darwin) CFLAGS += -pthread CXXFLAGS += -pthread CLANG_VER = $(shell clang -v 2>&1 | head -n 1 | awk 'BEGIN {FS="[. ]"};{print $$1 $$2 $$4}') ifeq ($(CLANG_VER),Appleclang15) LDFLAGS += -ld_classic endif endif ifeq ($(UNAME_S),FreeBSD) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),NetBSD) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),OpenBSD) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),Haiku) CFLAGS += -pthread CXXFLAGS += -pthread endif ifdef LLAMA_GPROF CFLAGS += -pg CXXFLAGS += -pg endif ifdef LLAMA_PERF CFLAGS += -DGGML_PERF CXXFLAGS += -DGGML_PERF endif # Architecture specific # TODO: probably these flags need to be tweaked on some architectures # feel free to update the Makefile for your architecture and send a pull request or issue ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686)) # Use all CPU extensions that are available: # old library NEEDS mf16c to work. so we must build with it. new one doesnt ifeq ($(OS),Windows_NT) CFLAGS += NONECFLAGS += SIMPLECFLAGS += -mavx -msse3 ifdef LLAMA_NOAVX2 FULLCFLAGS += -msse3 -mavx else FULLCFLAGS += -mavx2 -msse3 -mfma -mf16c -mavx endif else # if not on windows, they are clearly building it themselves, so lets just use whatever is supported ifdef LLAMA_PORTABLE CFLAGS += NONECFLAGS += SIMPLECFLAGS += -mavx -msse3 ifdef LLAMA_NOAVX2 FULLCFLAGS += -msse3 -mavx else FULLCFLAGS += -mavx2 -msse3 -mfma -mf16c -mavx endif else CFLAGS += -march=native -mtune=native endif endif endif ifndef LLAMA_NO_ACCELERATE # Mac M1 - include Accelerate framework. # `-framework Accelerate` works on Mac Intel as well, with negliable performance boost (as of the predict time). ifeq ($(UNAME_S),Darwin) CFLAGS += -DGGML_USE_ACCELERATE -DGGML_USE_BLAS CXXFLAGS += -DGGML_USE_ACCELERATE -DGGML_USE_BLAS LDFLAGS += -framework Accelerate OBJS += ggml-blas.o endif endif # it is recommended to use the CMAKE file to build for cublas if you can - will likely work better OBJS_CUDA_TEMP_INST = $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-wmma*.cu)) OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/mmq*.cu)) OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*q4_0-q4_0.cu)) OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*q8_0-q8_0.cu)) OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/template-instances/fattn-vec*f16-f16.cu)) ifdef LLAMA_CUBLAS CUBLAS_FLAGS = -DGGML_USE_CUDA -DSD_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include CUBLASLD_FLAGS = -lcuda -lcublas -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/x86_64-linux/lib -L$(CUDA_PATH)/lib64/stubs -L/usr/local/cuda/targets/aarch64-linux/lib -L/usr/local/cuda/targets/sbsa-linux/lib -L/usr/lib/wsl/lib CUBLAS_OBJS = ggml-cuda.o ggml_v3-cuda.o ggml_v2-cuda.o ggml_v2-cuda-legacy.o CUBLAS_OBJS += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/*.cu)) CUBLAS_OBJS += $(OBJS_CUDA_TEMP_INST) NVCC = nvcc NVCCFLAGS = --forward-unknown-to-host-compiler -use_fast_math ifdef LLAMA_ADD_CONDA_PATHS CUBLASLD_FLAGS += -Lconda/envs/linux/lib -Lconda/envs/linux/lib/stubs endif ifdef CUDA_DOCKER_ARCH NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH) else ifdef LLAMA_PORTABLE ifdef LLAMA_COLAB #colab does not need all targets, all-major doesnt work correctly with pascal NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=all-major else NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=all endif #LLAMA_COLAB else NVCCFLAGS += -arch=native endif #LLAMA_PORTABLE endif # CUDA_DOCKER_ARCH ifdef LLAMA_CUDA_FORCE_DMMV NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV endif # LLAMA_CUDA_FORCE_DMMV ifdef LLAMA_CUDA_DMMV_X NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X) else NVCCFLAGS += -DGGML_CUDA_DMMV_X=32 endif # LLAMA_CUDA_DMMV_X ifdef LLAMA_CUDA_MMV_Y NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y) else ifdef LLAMA_CUDA_DMMV_Y NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_DMMV_Y) # for backwards compatibility else NVCCFLAGS += -DGGML_CUDA_MMV_Y=1 endif # LLAMA_CUDA_MMV_Y ifdef LLAMA_CUDA_F16 NVCCFLAGS += -DGGML_CUDA_F16 endif # LLAMA_CUDA_F16 ifdef LLAMA_CUDA_DMMV_F16 NVCCFLAGS += -DGGML_CUDA_F16 endif # LLAMA_CUDA_DMMV_F16 ifdef LLAMA_CUDA_KQUANTS_ITER NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER) else NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2 endif ifdef LLAMA_CUDA_CCBIN NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN) endif 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) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) $(CUBLAS_FLAGS) $(CUBLAS_CXXFLAGS) -Wno-pedantic -c $< -o $@ 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) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) $(CUBLAS_FLAGS) $(CUBLAS_CXXFLAGS) -Wno-pedantic -c $< -o $@ ggml_v2-cuda.o: otherarch/ggml_v2-cuda.cu otherarch/ggml_v2-cuda.h $(NVCC) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) $(CUBLAS_FLAGS) $(CUBLAS_CXXFLAGS) -Wno-pedantic -c $< -o $@ ggml_v2-cuda-legacy.o: otherarch/ggml_v2-cuda-legacy.cu otherarch/ggml_v2-cuda-legacy.h $(NVCC) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) $(CUBLAS_FLAGS) $(CUBLAS_CXXFLAGS) -Wno-pedantic -c $< -o $@ ggml_v3-cuda.o: otherarch/ggml_v3-cuda.cu otherarch/ggml_v3-cuda.h $(NVCC) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) $(CUBLAS_FLAGS) $(CUBLAS_CXXFLAGS) -Wno-pedantic -c $< -o $@ endif # LLAMA_CUBLAS ifdef LLAMA_HIPBLAS ifeq ($(wildcard /opt/rocm),) ROCM_PATH ?= /usr GPU_TARGETS ?= $(shell $(shell which amdgpu-arch)) HCC := $(ROCM_PATH)/bin/hipcc HCXX := $(ROCM_PATH)/bin/hipcc else ROCM_PATH ?= /opt/rocm GPU_TARGETS ?= gfx803 gfx900 gfx906 gfx908 gfx90a gfx1030 gfx1100 $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch) HCC := $(ROCM_PATH)/llvm/bin/clang HCXX := $(ROCM_PATH)/llvm/bin/clang++ endif LLAMA_CUDA_DMMV_X ?= 32 LLAMA_CUDA_MMV_Y ?= 1 LLAMA_CUDA_KQUANTS_ITER ?= 2 HIPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUDA -DSD_USE_CUBLAS $(shell $(ROCM_PATH)/bin/hipconfig -C) HIPLDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib -lhipblas -lamdhip64 -lrocblas HIP_OBJS += ggml-cuda.o ggml_v3-cuda.o ggml_v2-cuda.o ggml_v2-cuda-legacy.o HIP_OBJS += $(patsubst %.cu,%.o,$(wildcard ggml/src/ggml-cuda/*.cu)) HIP_OBJS += $(OBJS_CUDA_TEMP_INST) HIPFLAGS2 += $(addprefix --offload-arch=,$(GPU_TARGETS)) HIPFLAGS2 += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X) HIPFLAGS2 += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y) HIPFLAGS2 += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER) 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 $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $(HIPFLAGS2) -x hip -c -o $@ $< 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) $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $(HIPFLAGS2) -x hip -c -o $@ $< ggml_v2-cuda.o: otherarch/ggml_v2-cuda.cu otherarch/ggml_v2-cuda.h $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $(HIPFLAGS2) -x hip -c -o $@ $< ggml_v2-cuda-legacy.o: otherarch/ggml_v2-cuda-legacy.cu otherarch/ggml_v2-cuda-legacy.h $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $(HIPFLAGS2) -x hip -c -o $@ $< ggml_v3-cuda.o: otherarch/ggml_v3-cuda.cu otherarch/ggml_v3-cuda.h $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $(HIPFLAGS2) -x hip -c -o $@ $< endif # LLAMA_HIPBLAS ifdef LLAMA_METAL CFLAGS += -DGGML_USE_METAL -DGGML_METAL_NDEBUG -DSD_USE_METAL CXXFLAGS += -DGGML_USE_METAL -DSD_USE_METAL LDFLAGS += -framework Foundation -framework Metal -framework MetalKit -framework MetalPerformanceShaders OBJS += ggml-metal.o ggml-metal.o: ggml/src/ggml-metal.m ggml/include/ggml-metal.h @echo "== Preparing merged Metal file ==" @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-merged.metal @cp ggml/src/ggml-metal-merged.metal ./ggml-metal-merged.metal $(CC) $(CFLAGS) -c $< -o $@ endif # LLAMA_METAL ifneq ($(filter aarch64%,$(UNAME_M)),) # Apple M1, M2, etc. # Raspberry Pi 3, 4, Zero 2 (64-bit) CFLAGS += CXXFLAGS += endif ifneq ($(filter armv6%,$(UNAME_M)),) # Raspberry Pi 1, Zero CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter armv7%,$(UNAME_M)),) # Raspberry Pi 2 CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations endif ifneq ($(filter armv8%,$(UNAME_M)),) # Raspberry Pi 3, 4, Zero 2 (32-bit) CFLAGS += -mfp16-format=ieee -mno-unaligned-access CXXFLAGS += -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter ppc64%,$(UNAME_M)),) POWER9_M := $(shell grep "POWER9" /proc/cpuinfo) ifneq (,$(findstring POWER9,$(POWER9_M))) CFLAGS += -mcpu=power9 CXXFLAGS += -mcpu=power9 endif endif DEFAULT_BUILD = FAILSAFE_BUILD = OPENBLAS_BUILD = NOAVX2_BUILD = CLBLAST_BUILD = CUBLAS_BUILD = HIPBLAS_BUILD = VULKAN_BUILD = ifeq ($(OS),Windows_NT) DEFAULT_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.dll $(LDFLAGS) FAILSAFE_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.dll $(LDFLAGS) OPENBLAS_BUILD = $(CXX) $(CXXFLAGS) $^ lib/libopenblas.lib -shared -o $@.dll $(LDFLAGS) NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.dll $(LDFLAGS) CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ lib/OpenCL.lib lib/clblast.lib -shared -o $@.dll $(LDFLAGS) VULKAN_BUILD = $(CXX) $(CXXFLAGS) $^ lib/vulkan-1.lib -shared -o $@.dll $(LDFLAGS) ifdef LLAMA_CUBLAS CUBLAS_BUILD = $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $^ -shared -o $@.dll $(CUBLASLD_FLAGS) $(LDFLAGS) endif ifdef LLAMA_HIPBLAS HIPBLAS_BUILD = $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $^ -shared -o $@.dll $(HIPLDFLAGS) $(LDFLAGS) endif else DEFAULT_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.so $(LDFLAGS) ifdef LLAMA_PORTABLE FAILSAFE_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.so $(LDFLAGS) NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.so $(LDFLAGS) endif ifdef LLAMA_OPENBLAS OPENBLAS_BUILD = $(CXX) $(CXXFLAGS) $^ $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS) endif ifdef LLAMA_CLBLAST ifeq ($(UNAME_S),Darwin) CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -framework OpenCL $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS) else CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -lOpenCL $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS) endif endif ifdef LLAMA_CUBLAS CUBLAS_BUILD = $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $^ -shared -o $@.so $(CUBLASLD_FLAGS) $(LDFLAGS) endif ifdef LLAMA_HIPBLAS HIPBLAS_BUILD = $(HCXX) $(CXXFLAGS) $(HIPFLAGS) $^ -shared -o $@.so $(HIPLDFLAGS) $(LDFLAGS) endif ifdef LLAMA_VULKAN VULKAN_BUILD = $(CXX) $(CXXFLAGS) $^ -lvulkan -shared -o $@.so $(LDFLAGS) endif ifndef LLAMA_OPENBLAS ifndef LLAMA_CLBLAST ifndef LLAMA_CUBLAS ifndef LLAMA_HIPBLAS ifndef LLAMA_VULKAN OPENBLAS_BUILD = @echo 'Your OS $(OS) does not appear to be Windows. For faster speeds, install and link a BLAS library. Set LLAMA_OPENBLAS=1 to compile with OpenBLAS support or LLAMA_CLBLAST=1 to compile with ClBlast support. This is just a reminder, not an error.' endif endif endif endif endif endif CCV := $(shell $(CC) --version | head -n 1) CXXV := $(shell $(CXX) --version | head -n 1) # # 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 LDFLAGS: $(LDFLAGS)) $(info I CC: $(CCV)) $(info I CXX: $(CXXV)) $(info ) # # Build library # ggml.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@ ggml_v4_openblas.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@ ggml_v4_failsafe.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@ ggml_v4_noavx2.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) -c $< -o $@ ggml_v4_clblast.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ ggml_v4_cublas.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@ ggml_v4_clblast_noavx2.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ ggml_v4_vulkan.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(VULKAN_FLAGS) -c $< -o $@ ggml_v4_vulkan_noavx2.o: ggml/src/ggml.c ggml/include/ggml.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) $(VULKAN_FLAGS) -c $< -o $@ #quants ggml-quants.o: ggml/src/ggml-quants.c ggml/include/ggml.h ggml/src/ggml-quants.h ggml/src/ggml-common.h $(CC) $(CFLAGS) $(FULLCFLAGS) -c $< -o $@ ggml-quants_noavx2.o: ggml/src/ggml-quants.c ggml/include/ggml.h ggml/src/ggml-quants.h ggml/src/ggml-common.h $(CC) $(CFLAGS) $(SIMPLECFLAGS) -c $< -o $@ ggml-quants_failsafe.o: ggml/src/ggml-quants.c ggml/include/ggml.h ggml/src/ggml-quants.h ggml/src/ggml-common.h $(CC) $(CFLAGS) $(NONECFLAGS) -c $< -o $@ #sgemm sgemm.o: ggml/src/llamafile/sgemm.cpp ggml/src/llamafile/sgemm.h ggml/include/ggml.h $(CXX) $(CXXFLAGS) $(FULLCFLAGS) -c $< -o $@ sgemm_noavx2.o: ggml/src/llamafile/sgemm.cpp ggml/src/llamafile/sgemm.h ggml/include/ggml.h $(CXX) $(CXXFLAGS) $(SIMPLECFLAGS) -c $< -o $@ sgemm_failsafe.o: ggml/src/llamafile/sgemm.cpp ggml/src/llamafile/sgemm.h ggml/include/ggml.h $(CXX) $(CXXFLAGS) $(NONECFLAGS) -c $< -o $@ #there's no intrinsics or special gpu ops used here, so we can have a universal object ggml-alloc.o: ggml/src/ggml-alloc.c ggml/include/ggml.h ggml/include/ggml-alloc.h $(CC) $(CFLAGS) -c $< -o $@ llava.o: examples/llava/llava.cpp examples/llava/llava.h $(CXX) $(CXXFLAGS) -c $< -o $@ unicode.o: src/unicode.cpp src/unicode.h $(CXX) $(CXXFLAGS) -c $< -o $@ unicode-data.o: src/unicode-data.cpp src/unicode-data.h $(CXX) $(CXXFLAGS) -c $< -o $@ 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 $@ #these have special gpu defines ggml-backend_default.o: ggml/src/ggml-backend.c ggml/include/ggml.h ggml/include/ggml-backend.h $(CC) $(CFLAGS) -c $< -o $@ ggml-backend_vulkan.o: ggml/src/ggml-backend.c ggml/include/ggml.h ggml/include/ggml-backend.h $(CC) $(CFLAGS) $(VULKAN_FLAGS) -c $< -o $@ ggml-backend_cublas.o: ggml/src/ggml-backend.c ggml/include/ggml.h ggml/include/ggml-backend.h $(CC) $(CFLAGS) $(CUBLAS_FLAGS) -c $< -o $@ llavaclip_default.o: examples/llava/clip.cpp examples/llava/clip.h $(CXX) $(CXXFLAGS) -c $< -o $@ llavaclip_cublas.o: examples/llava/clip.cpp examples/llava/clip.h $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) -c $< -o $@ #this is only used for openblas and accelerate ggml-blas.o: ggml/src/ggml-blas.cpp ggml/include/ggml-blas.h $(CXX) $(CXXFLAGS) -c $< -o $@ #version 3 libs ggml_v3.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@ ggml_v3_openblas.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@ ggml_v3_failsafe.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@ ggml_v3_noavx2.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) -c $< -o $@ ggml_v3_clblast.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ ggml_v3_cublas.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@ ggml_v3_clblast_noavx2.o: otherarch/ggml_v3.c otherarch/ggml_v3.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ #version 2 libs ggml_v2.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@ ggml_v2_openblas.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@ ggml_v2_failsafe.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@ ggml_v2_noavx2.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) -c $< -o $@ ggml_v2_clblast.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ ggml_v2_cublas.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@ ggml_v2_clblast_noavx2.o: otherarch/ggml_v2.c otherarch/ggml_v2.h $(CC) $(FASTCFLAGS) $(SIMPLECFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ #extreme old version compat ggml_v1.o: otherarch/ggml_v1.c otherarch/ggml_v1.h $(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@ ggml_v1_failsafe.o: otherarch/ggml_v1.c otherarch/ggml_v1.h $(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@ #opencl ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h $(CXX) $(CXXFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ ggml_v2-opencl.o: otherarch/ggml_v2-opencl.cpp otherarch/ggml_v2-opencl.h $(CXX) $(CXXFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ ggml_v2-opencl-legacy.o: otherarch/ggml_v2-opencl-legacy.c otherarch/ggml_v2-opencl-legacy.h $(CC) $(CFLAGS) -c $< -o $@ ggml_v3-opencl.o: otherarch/ggml_v3-opencl.cpp otherarch/ggml_v3-opencl.h $(CXX) $(CXXFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ #vulkan ggml-vulkan.o: ggml/src/ggml-vulkan.cpp ggml/include/ggml-vulkan.h ggml/src/ggml-vulkan-shaders.hpp ggml/src/ggml-vulkan-shaders.cpp $(CXX) $(CXXFLAGS) $(VULKAN_FLAGS) -c $< -o $@ # intermediate objects llama.o: src/llama.cpp ggml/include/ggml.h ggml/include/ggml-alloc.h ggml/include/ggml-backend.h ggml/include/ggml-cuda.h ggml/include/ggml-metal.h include/llama.h otherarch/llama-util.h $(CXX) $(CXXFLAGS) -c $< -o $@ common.o: common/common.cpp common/common.h common/log.h $(CXX) $(CXXFLAGS) -c $< -o $@ sampling.o: common/sampling.cpp common/common.h common/sampling.h common/log.h $(CXX) $(CXXFLAGS) -c $< -o $@ console.o: common/console.cpp common/console.h $(CXX) $(CXXFLAGS) -c $< -o $@ grammar-parser.o: common/grammar-parser.cpp common/grammar-parser.h $(CXX) $(CXXFLAGS) -c $< -o $@ expose.o: expose.cpp expose.h $(CXX) $(CXXFLAGS) -c $< -o $@ # sd.cpp objects sdcpp_default.o: otherarch/sdcpp/sdtype_adapter.cpp otherarch/sdcpp/stable-diffusion.h otherarch/sdcpp/stable-diffusion.cpp otherarch/sdcpp/util.cpp otherarch/sdcpp/upscaler.cpp otherarch/sdcpp/model.cpp otherarch/sdcpp/thirdparty/zip.c $(CXX) $(CXXFLAGS) -c $< -o $@ sdcpp_cublas.o: otherarch/sdcpp/sdtype_adapter.cpp otherarch/sdcpp/stable-diffusion.h otherarch/sdcpp/stable-diffusion.cpp otherarch/sdcpp/util.cpp otherarch/sdcpp/upscaler.cpp otherarch/sdcpp/model.cpp otherarch/sdcpp/thirdparty/zip.c $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@ sdcpp_vulkan.o: otherarch/sdcpp/sdtype_adapter.cpp otherarch/sdcpp/stable-diffusion.h otherarch/sdcpp/stable-diffusion.cpp otherarch/sdcpp/util.cpp otherarch/sdcpp/upscaler.cpp otherarch/sdcpp/model.cpp otherarch/sdcpp/thirdparty/zip.c $(CXX) $(CXXFLAGS) $(VULKAN_FLAGS) -c $< -o $@ #whisper objects whispercpp_default.o: otherarch/whispercpp/whisper_adapter.cpp $(CXX) $(CXXFLAGS) -c $< -o $@ whispercpp_cublas.o: otherarch/whispercpp/whisper_adapter.cpp $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@ # idiotic "for easier compilation" GPTTYPE_ADAPTER = gpttype_adapter.cpp otherarch/llama_v2.cpp otherarch/llama_v3.cpp src/llama.cpp src/llama-grammar.cpp src/llama-sampling.cpp src/llama-vocab.cpp otherarch/utils.cpp otherarch/gptj_v1.cpp otherarch/gptj_v2.cpp otherarch/gptj_v3.cpp otherarch/gpt2_v1.cpp otherarch/gpt2_v2.cpp otherarch/gpt2_v3.cpp otherarch/rwkv_v2.cpp otherarch/rwkv_v3.cpp otherarch/neox_v2.cpp otherarch/neox_v3.cpp otherarch/mpt_v3.cpp ggml/include/ggml.h ggml/include/ggml-cuda.h include/llama.h otherarch/llama-util.h gpttype_adapter_failsafe.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(FAILSAFE_FLAGS) -c $< -o $@ gpttype_adapter.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) -c $< -o $@ gpttype_adapter_openblas.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@ gpttype_adapter_clblast.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(CLBLAST_FLAGS) -c $< -o $@ gpttype_adapter_cublas.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@ gpttype_adapter_clblast_noavx2.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(FAILSAFE_FLAGS) $(CLBLAST_FLAGS) -c $< -o $@ gpttype_adapter_vulkan.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(VULKAN_FLAGS) -c $< -o $@ gpttype_adapter_vulkan_noavx2.o: $(GPTTYPE_ADAPTER) $(CXX) $(CXXFLAGS) $(FAILSAFE_FLAGS) $(VULKAN_FLAGS) -c $< -o $@ clean: rm -vf *.o main sdmain whispermain quantize_gguf quantize_clip quantize_gpt2 quantize_gptj quantize_neox quantize_mpt quantize-stats perplexity embedding benchmark-matmult save-load-state gguf imatrix vulkan-shaders-gen gguf-split gguf-split.exe vulkan-shaders-gen.exe imatrix.exe gguf.exe main.exe sdmain.exe whispermain.exe quantize_clip.exe quantize_gguf.exe quantize_gptj.exe quantize_gpt2.exe quantize_neox.exe quantize_mpt.exe koboldcpp_default.dll koboldcpp_openblas.dll koboldcpp_failsafe.dll koboldcpp_noavx2.dll koboldcpp_clblast.dll koboldcpp_clblast_noavx2.dll koboldcpp_cublas.dll koboldcpp_hipblas.dll koboldcpp_vulkan.dll koboldcpp_vulkan_noavx2.dll koboldcpp_default.so koboldcpp_openblas.so koboldcpp_failsafe.so koboldcpp_noavx2.so koboldcpp_clblast.so koboldcpp_clblast_noavx2.so koboldcpp_cublas.so koboldcpp_hipblas.so koboldcpp_vulkan.so koboldcpp_vulkan_noavx2.so rm -vrf ggml/src/ggml-cuda/*.o rm -vrf ggml/src/ggml-cuda/template-instances/*.o # useful tools main: examples/main/main.cpp build-info.h ggml.o llama.o console.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) @echo '==== Run ./main -h for help. ====' sdmain: otherarch/sdcpp/util.cpp otherarch/sdcpp/main.cpp otherarch/sdcpp/stable-diffusion.cpp otherarch/sdcpp/upscaler.cpp otherarch/sdcpp/model.cpp otherarch/sdcpp/thirdparty/zip.c build-info.h ggml.o llama.o console.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) whispermain: otherarch/whispercpp/main.cpp otherarch/whispercpp/whisper.cpp build-info.h ggml.o llama.o console.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) imatrix: examples/imatrix/imatrix.cpp build-info.h ggml.o llama.o console.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) gguf: examples/gguf/gguf.cpp build-info.h ggml.o llama.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) gguf-split: examples/gguf-split/gguf-split.cpp ggml.o llama.o build-info.h llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) vulkan-shaders-gen: ggml/src/vulkan-shaders/vulkan-shaders-gen.cpp @echo 'This command can be MANUALLY run to regenerate vulkan shaders. Normally concedo will do it, so you do not have to.' $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) @echo 'Now rebuilding vulkan shaders...' $(shell) vulkan-shaders-gen --glslc glslc --input-dir ggml/src/vulkan-shaders --target-hpp ggml/src/ggml-vulkan-shaders.hpp --target-cpp ggml/src/ggml-vulkan-shaders.cpp #generated libraries koboldcpp_default: ggml.o ggml_v3.o ggml_v2.o ggml_v1.o expose.o gpttype_adapter.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(DEFAULT_BUILD) ifdef OPENBLAS_BUILD koboldcpp_openblas: ggml_v4_openblas.o ggml_v3_openblas.o ggml_v2_openblas.o ggml_v1.o expose.o gpttype_adapter_openblas.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o ggml-blas.o $(OBJS_FULL) $(OBJS) $(OPENBLAS_BUILD) else koboldcpp_openblas: $(DONOTHING) endif ifdef FAILSAFE_BUILD koboldcpp_failsafe: ggml_v4_failsafe.o ggml_v3_failsafe.o ggml_v2_failsafe.o ggml_v1_failsafe.o expose.o gpttype_adapter_failsafe.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FAILSAFE) $(OBJS) $(FAILSAFE_BUILD) else koboldcpp_failsafe: $(DONOTHING) endif ifdef NOAVX2_BUILD koboldcpp_noavx2: ggml_v4_noavx2.o ggml_v3_noavx2.o ggml_v2_noavx2.o ggml_v1_failsafe.o expose.o gpttype_adapter_failsafe.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_SIMPLE) $(OBJS) $(NOAVX2_BUILD) else koboldcpp_noavx2: $(DONOTHING) endif ifdef CLBLAST_BUILD koboldcpp_clblast: ggml_v4_clblast.o ggml_v3_clblast.o ggml_v2_clblast.o ggml_v1.o expose.o gpttype_adapter_clblast.o ggml-opencl.o ggml_v3-opencl.o ggml_v2-opencl.o ggml_v2-opencl-legacy.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(OBJS) $(CLBLAST_BUILD) ifdef NOAVX2_BUILD koboldcpp_clblast_noavx2: ggml_v4_clblast_noavx2.o ggml_v3_clblast_noavx2.o ggml_v2_clblast_noavx2.o ggml_v1_failsafe.o expose.o gpttype_adapter_clblast_noavx2.o ggml-opencl.o ggml_v3-opencl.o ggml_v2-opencl.o ggml_v2-opencl-legacy.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_SIMPLE) $(OBJS) $(CLBLAST_BUILD) else koboldcpp_clblast_noavx2: $(DONOTHING) endif else koboldcpp_clblast: $(DONOTHING) koboldcpp_clblast_noavx2: $(DONOTHING) endif ifdef CUBLAS_BUILD koboldcpp_cublas: ggml_v4_cublas.o ggml_v3_cublas.o ggml_v2_cublas.o ggml_v1.o expose.o gpttype_adapter_cublas.o sdcpp_cublas.o whispercpp_cublas.o llavaclip_cublas.o llava.o ggml-backend_cublas.o $(CUBLAS_OBJS) $(OBJS_FULL) $(OBJS) $(CUBLAS_BUILD) else koboldcpp_cublas: $(DONOTHING) endif ifdef HIPBLAS_BUILD koboldcpp_hipblas: ggml_v4_cublas.o ggml_v3_cublas.o ggml_v2_cublas.o ggml_v1.o expose.o gpttype_adapter_cublas.o sdcpp_cublas.o whispercpp_cublas.o llavaclip_cublas.o llava.o ggml-backend_cublas.o $(HIP_OBJS) $(OBJS_FULL) $(OBJS) $(HIPBLAS_BUILD) else koboldcpp_hipblas: $(DONOTHING) endif ifdef VULKAN_BUILD koboldcpp_vulkan: ggml_v4_vulkan.o ggml_v3.o ggml_v2.o ggml_v1.o expose.o gpttype_adapter_vulkan.o ggml-vulkan.o sdcpp_vulkan.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_vulkan.o $(OBJS_FULL) $(OBJS) $(VULKAN_BUILD) ifdef NOAVX2_BUILD koboldcpp_vulkan_noavx2: ggml_v4_vulkan_noavx2.o ggml_v3_noavx2.o ggml_v2_noavx2.o ggml_v1_failsafe.o expose.o gpttype_adapter_vulkan_noavx2.o ggml-vulkan.o sdcpp_vulkan.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_vulkan.o $(OBJS_SIMPLE) $(OBJS) $(VULKAN_BUILD) else koboldcpp_vulkan_noavx2: $(DONOTHING) endif else koboldcpp_vulkan: $(DONOTHING) koboldcpp_vulkan_noavx2: $(DONOTHING) endif # tools quantize_gguf: examples/quantize/quantize.cpp ggml.o llama.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_gptj: otherarch/tools/gptj_quantize.cpp otherarch/tools/common-ggml.cpp ggml_v3.o ggml.o llama.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_gpt2: otherarch/tools/gpt2_quantize.cpp otherarch/tools/common-ggml.cpp ggml_v3.o ggml.o llama.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_neox: otherarch/tools/neox_quantize.cpp otherarch/tools/common-ggml.cpp ggml_v3.o ggml.o llama.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_mpt: otherarch/tools/mpt_quantize.cpp otherarch/tools/common-ggml.cpp ggml_v3.o ggml.o llama.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FULL) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_clip: examples/llava/clip.cpp examples/llava/clip.h examples/llava/quantclip.cpp ggml_v3.o ggml.o llama.o ggml-backend_default.o $(OBJS_FULL) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) #window simple clinfo simpleclinfo: simpleclinfo.cpp $(CXX) $(CXXFLAGS) $^ lib/OpenCL.lib lib/clblast.lib -o $@ $(LDFLAGS) build-info.h: $(DONOTHING)