GOCMD=go GOTEST=$(GOCMD) test GOVET=$(GOCMD) vet BINARY_NAME=local-ai # llama.cpp versions GOLLAMA_VERSION?=aeba71ee842819da681ea537e78846dc75949ac0 GOLLAMA_STABLE_VERSION?=50cee7712066d9e38306eccadcfbb44ea87df4b7 CPPLLAMA_VERSION?=708e179e8562c2604240df95a2241dea17fd808b # gpt4all version GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all GPT4ALL_VERSION?=27a8b020c36b0df8f8b82a252d261cda47cf44b8 # go-ggml-transformers version GOGGMLTRANSFORMERS_VERSION?=ffb09d7dd71e2cbc6c5d7d05357d230eea6f369a # go-rwkv version RWKV_REPO?=https://github.com/donomii/go-rwkv.cpp RWKV_VERSION?=633c5a3485c403cb2520693dc0991a25dace9f0f # whisper.cpp version WHISPER_CPP_VERSION?=37a709f6558c6d9783199e2b8cbb136e1c41d346 # bert.cpp version BERT_VERSION?=6abe312cded14042f6b7c3cd8edf082713334a4d # go-piper version PIPER_VERSION?=d6b6275ba037dabdba4a8b65dfdf6b2a73a67f07 # stablediffusion version STABLEDIFFUSION_VERSION?=902db5f066fd137697e3b69d0fa10d4782bd2c2f export BUILD_TYPE?= export STABLE_BUILD_TYPE?=$(BUILD_TYPE) export CMAKE_ARGS?= CGO_LDFLAGS?= CUDA_LIBPATH?=/usr/local/cuda/lib64/ GO_TAGS?= BUILD_ID?=git TEST_DIR=/tmp/test RANDOM := $(shell bash -c 'echo $$RANDOM') VERSION?=$(shell git describe --always --tags || echo "dev" ) # go tool nm ./local-ai | grep Commit LD_FLAGS?= override LD_FLAGS += -X "github.com/go-skynet/LocalAI/internal.Version=$(VERSION)" override LD_FLAGS += -X "github.com/go-skynet/LocalAI/internal.Commit=$(shell git rev-parse HEAD)" OPTIONAL_TARGETS?= OS := $(shell uname -s) ARCH := $(shell uname -m) GREEN := $(shell tput -Txterm setaf 2) YELLOW := $(shell tput -Txterm setaf 3) WHITE := $(shell tput -Txterm setaf 7) CYAN := $(shell tput -Txterm setaf 6) RESET := $(shell tput -Txterm sgr0) # Default Docker bridge IP E2E_BRIDGE_IP?=172.17.0.1 ifndef UNAME_S UNAME_S := $(shell uname -s) endif ifeq ($(OS),Darwin) CGO_LDFLAGS += -lcblas -framework Accelerate ifeq ($(OSX_SIGNING_IDENTITY),) OSX_SIGNING_IDENTITY := $(shell security find-identity -v -p codesigning | grep '"' | head -n 1 | sed -E 's/.*"(.*)"/\1/') endif # on OSX, if BUILD_TYPE is blank, we should default to use Metal ifeq ($(BUILD_TYPE),) BUILD_TYPE=metal # disable metal if on Darwin and any other value is explicitly passed. else ifneq ($(BUILD_TYPE),metal) CMAKE_ARGS+=-DLLAMA_METAL=OFF endif endif ifeq ($(BUILD_TYPE),openblas) CGO_LDFLAGS+=-lopenblas export WHISPER_OPENBLAS=1 endif ifeq ($(BUILD_TYPE),cublas) CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH) export LLAMA_CUBLAS=1 export WHISPER_CUBLAS=1 endif ifeq ($(BUILD_TYPE),hipblas) ROCM_HOME ?= /opt/rocm export CXX=$(ROCM_HOME)/llvm/bin/clang++ export CC=$(ROCM_HOME)/llvm/bin/clang # llama-ggml has no hipblas support, so override it here. export STABLE_BUILD_TYPE= export WHISPER_HIPBLAS=1 GPU_TARGETS ?= gfx900,gfx90a,gfx1030,gfx1031,gfx1100 AMDGPU_TARGETS ?= "$(GPU_TARGETS)" CMAKE_ARGS+=-DLLAMA_HIPBLAS=ON -DAMDGPU_TARGETS="$(AMDGPU_TARGETS)" -DGPU_TARGETS="$(GPU_TARGETS)" CGO_LDFLAGS += -O3 --rtlib=compiler-rt -unwindlib=libgcc -lhipblas -lrocblas --hip-link endif ifeq ($(BUILD_TYPE),metal) CGO_LDFLAGS+=-framework Foundation -framework Metal -framework MetalKit -framework MetalPerformanceShaders export LLAMA_METAL=1 export WHISPER_METAL=1 endif ifeq ($(BUILD_TYPE),clblas) CGO_LDFLAGS+=-lOpenCL -lclblast export WHISPER_CLBLAST=1 endif # glibc-static or glibc-devel-static required ifeq ($(STATIC),true) LD_FLAGS=-linkmode external -extldflags -static endif ifeq ($(findstring stablediffusion,$(GO_TAGS)),stablediffusion) # OPTIONAL_TARGETS+=go-stable-diffusion/libstablediffusion.a OPTIONAL_GRPC+=backend-assets/grpc/stablediffusion endif ifeq ($(findstring tts,$(GO_TAGS)),tts) # OPTIONAL_TARGETS+=go-piper/libpiper_binding.a # OPTIONAL_TARGETS+=backend-assets/espeak-ng-data PIPER_CGO_CXXFLAGS+=-I$(shell pwd)/sources/go-piper/piper/src/cpp -I$(shell pwd)/sources/go-piper/piper/build/fi/include -I$(shell pwd)/sources/go-piper/piper/build/pi/include -I$(shell pwd)/sources/go-piper/piper/build/si/include PIPER_CGO_LDFLAGS+=-L$(shell pwd)/sources/go-piper/piper/build/fi/lib -L$(shell pwd)/sources/go-piper/piper/build/pi/lib -L$(shell pwd)/sources/go-piper/piper/build/si/lib -lfmt -lspdlog -lucd OPTIONAL_GRPC+=backend-assets/grpc/piper endif ALL_GRPC_BACKENDS=backend-assets/grpc/langchain-huggingface backend-assets/grpc/falcon-ggml backend-assets/grpc/bert-embeddings backend-assets/grpc/llama backend-assets/grpc/llama-cpp backend-assets/grpc/llama-ggml backend-assets/grpc/gpt4all backend-assets/grpc/dolly backend-assets/grpc/gpt2 backend-assets/grpc/gptj backend-assets/grpc/gptneox backend-assets/grpc/mpt backend-assets/grpc/replit backend-assets/grpc/starcoder backend-assets/grpc/rwkv backend-assets/grpc/whisper $(OPTIONAL_GRPC) GRPC_BACKENDS?=$(ALL_GRPC_BACKENDS) $(OPTIONAL_GRPC) # If empty, then we build all ifeq ($(GRPC_BACKENDS),) GRPC_BACKENDS=$(ALL_GRPC_BACKENDS) endif .PHONY: all test build vendor all: help ## GPT4ALL sources/gpt4all: git clone --recurse-submodules $(GPT4ALL_REPO) sources/gpt4all cd sources/gpt4all && git checkout -b build $(GPT4ALL_VERSION) && git submodule update --init --recursive --depth 1 ## go-piper sources/go-piper: git clone --recurse-submodules https://github.com/mudler/go-piper sources/go-piper cd sources/go-piper && git checkout -b build $(PIPER_VERSION) && git submodule update --init --recursive --depth 1 ## BERT embeddings sources/go-bert: git clone --recurse-submodules https://github.com/go-skynet/go-bert.cpp sources/go-bert cd sources/go-bert && git checkout -b build $(BERT_VERSION) && git submodule update --init --recursive --depth 1 ## stable diffusion sources/go-stable-diffusion: git clone --recurse-submodules https://github.com/mudler/go-stable-diffusion sources/go-stable-diffusion cd sources/go-stable-diffusion && git checkout -b build $(STABLEDIFFUSION_VERSION) && git submodule update --init --recursive --depth 1 sources/go-stable-diffusion/libstablediffusion.a: $(MAKE) -C sources/go-stable-diffusion libstablediffusion.a ## RWKV sources/go-rwkv: git clone --recurse-submodules $(RWKV_REPO) sources/go-rwkv cd sources/go-rwkv && git checkout -b build $(RWKV_VERSION) && git submodule update --init --recursive --depth 1 sources/go-rwkv/librwkv.a: sources/go-rwkv cd sources/go-rwkv && cd rwkv.cpp && cmake . -DRWKV_BUILD_SHARED_LIBRARY=OFF && cmake --build . && cp librwkv.a .. sources/go-bert/libgobert.a: sources/go-bert $(MAKE) -C sources/go-bert libgobert.a backend-assets/gpt4all: sources/gpt4all/gpt4all-bindings/golang/libgpt4all.a mkdir -p backend-assets/gpt4all @cp sources/gpt4all/gpt4all-bindings/golang/buildllm/*.so backend-assets/gpt4all/ || true @cp sources/gpt4all/gpt4all-bindings/golang/buildllm/*.dylib backend-assets/gpt4all/ || true @cp sources/gpt4all/gpt4all-bindings/golang/buildllm/*.dll backend-assets/gpt4all/ || true backend-assets/espeak-ng-data: sources/go-piper mkdir -p backend-assets/espeak-ng-data $(MAKE) -C sources/go-piper piper.o @cp -rf sources/go-piper/piper-phonemize/pi/share/espeak-ng-data/. backend-assets/espeak-ng-data sources/gpt4all/gpt4all-bindings/golang/libgpt4all.a: sources/gpt4all $(MAKE) -C sources/gpt4all/gpt4all-bindings/golang/ libgpt4all.a ## CEREBRAS GPT sources/go-ggml-transformers: git clone --recurse-submodules https://github.com/go-skynet/go-ggml-transformers.cpp sources/go-ggml-transformers cd sources/go-ggml-transformers && git checkout -b build $(GOGPT2_VERSION) && git submodule update --init --recursive --depth 1 sources/go-ggml-transformers/libtransformers.a: sources/go-ggml-transformers $(MAKE) -C sources/go-ggml-transformers BUILD_TYPE=$(BUILD_TYPE) libtransformers.a sources/whisper.cpp: git clone https://github.com/ggerganov/whisper.cpp.git sources/whisper.cpp cd sources/whisper.cpp && git checkout -b build $(WHISPER_CPP_VERSION) && git submodule update --init --recursive --depth 1 sources/whisper.cpp/libwhisper.a: sources/whisper.cpp cd sources/whisper.cpp && make libwhisper.a sources/go-llama: git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp sources/go-llama cd sources/go-llama && git checkout -b build $(GOLLAMA_VERSION) && git submodule update --init --recursive --depth 1 sources/go-llama-ggml: git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp sources/go-llama-ggml cd sources/go-llama-ggml && git checkout -b build $(GOLLAMA_STABLE_VERSION) && git submodule update --init --recursive --depth 1 sources/go-llama/libbinding.a: sources/go-llama $(MAKE) -C sources/go-llama BUILD_TYPE=$(BUILD_TYPE) libbinding.a sources/go-llama-ggml/libbinding.a: sources/go-llama-ggml $(MAKE) -C sources/go-llama-ggml BUILD_TYPE=$(STABLE_BUILD_TYPE) libbinding.a sources/go-piper/libpiper_binding.a: sources/go-piper $(MAKE) -C sources/go-piper libpiper_binding.a example/main backend/cpp/llama/llama.cpp: LLAMA_VERSION=$(CPPLLAMA_VERSION) $(MAKE) -C backend/cpp/llama llama.cpp get-sources: backend/cpp/llama/llama.cpp sources/go-llama sources/go-llama-ggml sources/go-ggml-transformers sources/gpt4all sources/go-piper sources/go-rwkv sources/whisper.cpp sources/go-bert sources/go-stable-diffusion touch $@ replace: $(GOCMD) mod edit -replace github.com/nomic-ai/gpt4all/gpt4all-bindings/golang=$(shell pwd)/sources/gpt4all/gpt4all-bindings/golang $(GOCMD) mod edit -replace github.com/go-skynet/go-ggml-transformers.cpp=$(shell pwd)/sources/go-ggml-transformers $(GOCMD) mod edit -replace github.com/donomii/go-rwkv.cpp=$(shell pwd)/sources/go-rwkv $(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp=$(shell pwd)/sources/whisper.cpp $(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp/bindings/go=$(shell pwd)/sources/whisper.cpp/bindings/go $(GOCMD) mod edit -replace github.com/go-skynet/go-bert.cpp=$(shell pwd)/sources/go-bert $(GOCMD) mod edit -replace github.com/mudler/go-stable-diffusion=$(shell pwd)/sources/go-stable-diffusion $(GOCMD) mod edit -replace github.com/mudler/go-piper=$(shell pwd)/sources/go-piper prepare-sources: get-sources replace $(GOCMD) mod download touch $@ ## GENERIC rebuild: ## Rebuilds the project $(GOCMD) clean -cache $(MAKE) -C sources/go-llama clean $(MAKE) -C sources/go-llama-ggml clean $(MAKE) -C sources/gpt4all/gpt4all-bindings/golang/ clean $(MAKE) -C sources/go-ggml-transformers clean $(MAKE) -C sources/go-rwkv clean $(MAKE) -C sources/whisper.cpp clean $(MAKE) -C sources/go-stable-diffusion clean $(MAKE) -C sources/go-bert clean $(MAKE) -C sources/go-piper clean $(MAKE) build prepare: prepare-sources $(OPTIONAL_TARGETS) touch $@ clean: ## Remove build related file $(GOCMD) clean -cache rm -f prepare rm -rf ./sources rm -rf $(BINARY_NAME) rm -rf release/ rm -rf ./backend/cpp/grpc/grpc_repo rm -rf ./backend/cpp/grpc/build rm -rf ./backend/cpp/grpc/installed_packages $(MAKE) -C backend/cpp/llama clean ## Build: build: grpcs prepare ## Build the project $(info ${GREEN}I local-ai build info:${RESET}) $(info ${GREEN}I BUILD_TYPE: ${YELLOW}$(BUILD_TYPE)${RESET}) $(info ${GREEN}I GO_TAGS: ${YELLOW}$(GO_TAGS)${RESET}) $(info ${GREEN}I LD_FLAGS: ${YELLOW}$(LD_FLAGS)${RESET}) CGO_LDFLAGS="$(CGO_LDFLAGS)" $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o $(BINARY_NAME) ./ dist: build mkdir -p release cp $(BINARY_NAME) release/$(BINARY_NAME)-$(BUILD_ID)-$(OS)-$(ARCH) osx-signed: build codesign --deep --force --sign "$(OSX_SIGNING_IDENTITY)" --entitlements "./Entitlements.plist" "./$(BINARY_NAME)" ## Run run: prepare ## run local-ai CGO_LDFLAGS="$(CGO_LDFLAGS)" $(GOCMD) run ./ test-models/testmodel: mkdir test-models mkdir test-dir wget -q https://huggingface.co/nnakasato/ggml-model-test/resolve/main/ggml-model-q4.bin -O test-models/testmodel wget -q https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-base.en.bin -O test-models/whisper-en wget -q https://huggingface.co/mudler/all-MiniLM-L6-v2/resolve/main/ggml-model-q4_0.bin -O test-models/bert wget -q https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav -O test-dir/audio.wav wget -q https://huggingface.co/mudler/rwkv-4-raven-1.5B-ggml/resolve/main/RWKV-4-Raven-1B5-v11-Eng99%2525-Other1%2525-20230425-ctx4096_Q4_0.bin -O test-models/rwkv wget -q https://raw.githubusercontent.com/saharNooby/rwkv.cpp/5eb8f09c146ea8124633ab041d9ea0b1f1db4459/rwkv/20B_tokenizer.json -O test-models/rwkv.tokenizer.json cp tests/models_fixtures/* test-models prepare-test: grpcs cp -rf backend-assets api cp tests/models_fixtures/* test-models test: prepare test-models/testmodel grpcs @echo 'Running tests' export GO_TAGS="tts stablediffusion" $(MAKE) prepare-test HUGGINGFACE_GRPC=$(abspath ./)/backend/python/sentencetransformers/run.sh TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!gpt4all && !llama && !llama-gguf" --flake-attempts 5 --fail-fast -v -r ./api ./pkg $(MAKE) test-gpt4all $(MAKE) test-llama $(MAKE) test-llama-gguf $(MAKE) test-tts $(MAKE) test-stablediffusion prepare-e2e: mkdir -p $(TEST_DIR) cp -rfv $(abspath ./tests/e2e-fixtures)/gpu.yaml $(TEST_DIR)/gpu.yaml test -e $(TEST_DIR)/ggllm-test-model.bin || wget -q https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-GGUF/resolve/main/codellama-7b-instruct.Q2_K.gguf -O $(TEST_DIR)/ggllm-test-model.bin docker build --build-arg BUILD_GRPC=true --build-arg GRPC_BACKENDS="$(GRPC_BACKENDS)" --build-arg IMAGE_TYPE=core --build-arg BUILD_TYPE=$(BUILD_TYPE) --build-arg CUDA_MAJOR_VERSION=11 --build-arg CUDA_MINOR_VERSION=7 --build-arg FFMPEG=true -t localai-tests . run-e2e-image: ls -liah $(abspath ./tests/e2e-fixtures) docker run -p 5390:8080 -e MODELS_PATH=/models -e THREADS=1 -e DEBUG=true -d --rm -v $(TEST_DIR):/models --gpus all --name e2e-tests-$(RANDOM) localai-tests test-e2e: @echo 'Running e2e tests' BUILD_TYPE=$(BUILD_TYPE) \ LOCALAI_API=http://$(E2E_BRIDGE_IP):5390/v1 \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --flake-attempts 5 -v -r ./tests/e2e teardown-e2e: rm -rf $(TEST_DIR) || true docker stop $$(docker ps -q --filter ancestor=localai-tests) test-gpt4all: prepare-test TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="gpt4all" --flake-attempts 5 -v -r ./api ./pkg test-llama: prepare-test TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="llama" --flake-attempts 5 -v -r ./api ./pkg test-llama-gguf: prepare-test TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="llama-gguf" --flake-attempts 5 -v -r ./api ./pkg test-tts: prepare-test TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="tts" --flake-attempts 1 -v -r ./api ./pkg test-stablediffusion: prepare-test TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \ $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="stablediffusion" --flake-attempts 1 -v -r ./api ./pkg test-container: docker build --target requirements -t local-ai-test-container . docker run -ti --rm --entrypoint /bin/bash -ti -v $(abspath ./):/build local-ai-test-container ## Help: help: ## Show this help. @echo '' @echo 'Usage:' @echo ' ${YELLOW}make${RESET} ${GREEN}${RESET}' @echo '' @echo 'Targets:' @awk 'BEGIN {FS = ":.*?## "} { \ if (/^[a-zA-Z_-]+:.*?##.*$$/) {printf " ${YELLOW}%-20s${GREEN}%s${RESET}\n", $$1, $$2} \ else if (/^## .*$$/) {printf " ${CYAN}%s${RESET}\n", substr($$1,4)} \ }' $(MAKEFILE_LIST) protogen: protogen-go protogen-python protogen-go: protoc -Ibackend/ --go_out=pkg/grpc/proto/ --go_opt=paths=source_relative --go-grpc_out=pkg/grpc/proto/ --go-grpc_opt=paths=source_relative \ backend/backend.proto protogen-python: python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/sentencetransformers/ --grpc_python_out=backend/python/sentencetransformers/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/transformers/ --grpc_python_out=backend/python/transformers/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/transformers-musicgen/ --grpc_python_out=backend/python/transformers-musicgen/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/autogptq/ --grpc_python_out=backend/python/autogptq/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/exllama/ --grpc_python_out=backend/python/exllama/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/bark/ --grpc_python_out=backend/python/bark/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/diffusers/ --grpc_python_out=backend/python/diffusers/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/coqui/ --grpc_python_out=backend/python/coqui/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/vall-e-x/ --grpc_python_out=backend/python/vall-e-x/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/vllm/ --grpc_python_out=backend/python/vllm/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/petals/ --grpc_python_out=backend/python/petals/ backend/backend.proto python3 -m grpc_tools.protoc -Ibackend/ --python_out=backend/python/exllama2/ --grpc_python_out=backend/python/exllama2/ backend/backend.proto ## GRPC # Note: it is duplicated in the Dockerfile prepare-extra-conda-environments: $(MAKE) -C backend/python/autogptq $(MAKE) -C backend/python/bark $(MAKE) -C backend/python/coqui $(MAKE) -C backend/python/diffusers $(MAKE) -C backend/python/vllm $(MAKE) -C backend/python/sentencetransformers $(MAKE) -C backend/python/transformers $(MAKE) -C backend/python/transformers-musicgen $(MAKE) -C backend/python/vall-e-x $(MAKE) -C backend/python/exllama $(MAKE) -C backend/python/petals $(MAKE) -C backend/python/exllama2 prepare-test-extra: $(MAKE) -C backend/python/transformers $(MAKE) -C backend/python/diffusers test-extra: prepare-test-extra $(MAKE) -C backend/python/transformers test $(MAKE) -C backend/python/diffusers test backend-assets/grpc: mkdir -p backend-assets/grpc backend-assets/grpc/llama: backend-assets/grpc sources/go-llama/libbinding.a $(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp=$(shell pwd)/sources/go-llama CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-llama LIBRARY_PATH=$(shell pwd)/sources/go-llama \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/llama ./backend/go/llm/llama/ # TODO: every binary should have its own folder instead, so can have different implementations ifeq ($(BUILD_TYPE),metal) cp backend/cpp/llama/llama.cpp/ggml-metal.metal backend-assets/grpc/ endif ## BACKEND CPP LLAMA START # Sets the variables in case it has to build the gRPC locally. INSTALLED_PACKAGES=$(CURDIR)/backend/cpp/grpc/installed_packages INSTALLED_LIB_CMAKE=$(INSTALLED_PACKAGES)/lib/cmake ADDED_CMAKE_ARGS=-Dabsl_DIR=${INSTALLED_LIB_CMAKE}/absl \ -DProtobuf_DIR=${INSTALLED_LIB_CMAKE}/protobuf \ -Dutf8_range_DIR=${INSTALLED_LIB_CMAKE}/utf8_range \ -DgRPC_DIR=${INSTALLED_LIB_CMAKE}/grpc \ -DCMAKE_CXX_STANDARD_INCLUDE_DIRECTORIES=${INSTALLED_PACKAGES}/include backend/cpp/llama/grpc-server: ifdef BUILD_GRPC_FOR_BACKEND_LLAMA backend/cpp/grpc/script/build_grpc.sh ${INSTALLED_PACKAGES} export _PROTOBUF_PROTOC=${INSTALLED_PACKAGES}/bin/proto && \ export _GRPC_CPP_PLUGIN_EXECUTABLE=${INSTALLED_PACKAGES}/bin/grpc_cpp_plugin && \ export PATH=${PATH}:${INSTALLED_PACKAGES}/bin && \ CMAKE_ARGS="${CMAKE_ARGS} ${ADDED_CMAKE_ARGS}" LLAMA_VERSION=$(CPPLLAMA_VERSION) $(MAKE) -C backend/cpp/llama grpc-server else echo "BUILD_GRPC_FOR_BACKEND_LLAMA is not defined." LLAMA_VERSION=$(CPPLLAMA_VERSION) $(MAKE) -C backend/cpp/llama grpc-server endif ## BACKEND CPP LLAMA END ## backend-assets/grpc/llama-cpp: backend-assets/grpc backend/cpp/llama/grpc-server cp -rfv backend/cpp/llama/grpc-server backend-assets/grpc/llama-cpp # TODO: every binary should have its own folder instead, so can have different metal implementations ifeq ($(BUILD_TYPE),metal) cp backend/cpp/llama/llama.cpp/build/bin/ggml-metal.metal backend-assets/grpc/ endif backend-assets/grpc/llama-ggml: backend-assets/grpc sources/go-llama-ggml/libbinding.a $(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp=$(shell pwd)/sources/go-llama-ggml CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-llama-ggml LIBRARY_PATH=$(shell pwd)/sources/go-llama-ggml \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/llama-ggml ./backend/go/llm/llama-ggml/ backend-assets/grpc/gpt4all: backend-assets/grpc backend-assets/gpt4all sources/gpt4all/gpt4all-bindings/golang/libgpt4all.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/gpt4all/gpt4all-bindings/golang/ LIBRARY_PATH=$(shell pwd)/sources/gpt4all/gpt4all-bindings/golang/ \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gpt4all ./backend/go/llm/gpt4all/ backend-assets/grpc/dolly: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/dolly ./backend/go/llm/dolly/ backend-assets/grpc/gpt2: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gpt2 ./backend/go/llm/gpt2/ backend-assets/grpc/gptj: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gptj ./backend/go/llm/gptj/ backend-assets/grpc/gptneox: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gptneox ./backend/go/llm/gptneox/ backend-assets/grpc/mpt: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/mpt ./backend/go/llm/mpt/ backend-assets/grpc/replit: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/replit ./backend/go/llm/replit/ backend-assets/grpc/falcon-ggml: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/falcon-ggml ./backend/go/llm/falcon-ggml/ backend-assets/grpc/starcoder: backend-assets/grpc sources/go-ggml-transformers/libtransformers.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-ggml-transformers LIBRARY_PATH=$(shell pwd)/sources/go-ggml-transformers \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/starcoder ./backend/go/llm/starcoder/ backend-assets/grpc/rwkv: backend-assets/grpc sources/go-rwkv/librwkv.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-rwkv LIBRARY_PATH=$(shell pwd)/sources/go-rwkv \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/rwkv ./backend/go/llm/rwkv backend-assets/grpc/bert-embeddings: backend-assets/grpc sources/go-bert/libgobert.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-bert LIBRARY_PATH=$(shell pwd)/sources/go-bert \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/bert-embeddings ./backend/go/llm/bert/ backend-assets/grpc/langchain-huggingface: backend-assets/grpc $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/langchain-huggingface ./backend/go/llm/langchain/ backend-assets/grpc/stablediffusion: backend-assets/grpc if [ ! -f backend-assets/grpc/stablediffusion ]; then \ $(MAKE) sources/go-stable-diffusion/libstablediffusion.a; \ CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/go-stable-diffusion/ LIBRARY_PATH=$(shell pwd)/sources/go-stable-diffusion/ \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/stablediffusion ./backend/go/image/; \ fi backend-assets/grpc/piper: backend-assets/grpc backend-assets/espeak-ng-data sources/go-piper/libpiper_binding.a CGO_CXXFLAGS="$(PIPER_CGO_CXXFLAGS)" CGO_LDFLAGS="$(PIPER_CGO_LDFLAGS)" LIBRARY_PATH=$(shell pwd)/sources/go-piper \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/piper ./backend/go/tts/ backend-assets/grpc/whisper: backend-assets/grpc sources/whisper.cpp/libwhisper.a CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/sources/whisper.cpp LIBRARY_PATH=$(shell pwd)/sources/whisper.cpp \ $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/ grpcs: prepare $(GRPC_BACKENDS)