mirror of
https://github.com/mudler/LocalAI.git
synced 2024-12-20 21:23:10 +00:00
344 lines
17 KiB
Makefile
344 lines
17 KiB
Makefile
GOCMD=go
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GOTEST=$(GOCMD) test
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GOVET=$(GOCMD) vet
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BINARY_NAME=local-ai
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# llama.cpp versions
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# Temporarly pinned to https://github.com/go-skynet/go-llama.cpp/pull/124
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GOLLAMA_VERSION?=cb8d7cd4cb95725a04504a9e3a26dd72a12b69ac
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# Temporary set a specific version of llama.cpp
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# containing: https://github.com/ggerganov/llama.cpp/pull/1773 and
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# rebased on top of master.
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# This pin can be dropped when the PR above is merged, and go-llama has merged changes as well
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# Set empty to use the version pinned by go-llama
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LLAMA_CPP_REPO?=https://github.com/mudler/llama.cpp
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LLAMA_CPP_VERSION?=48ce8722a05a018681634af801fd0fd45b3a87cc
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# gpt4all version
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GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
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GPT4ALL_VERSION?=70cbff70cc2a9ad26d492d44ab582d32e6219956
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# go-ggml-transformers version
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GOGGMLTRANSFORMERS_VERSION?=8e31841dcddca16468c11b2e7809f279fa76a832
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# go-rwkv version
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RWKV_REPO?=https://github.com/donomii/go-rwkv.cpp
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RWKV_VERSION?=f5a8c45396741470583f59b916a2a7641e63bcd0
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# whisper.cpp version
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WHISPER_CPP_VERSION?=85ed71aaec8e0612a84c0b67804bde75aa75a273
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# bert.cpp version
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BERT_VERSION?=6069103f54b9969c02e789d0fb12a23bd614285f
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# go-piper version
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PIPER_VERSION?=56b8a81b4760a6fbee1a82e62f007ae7e8f010a7
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# go-bloomz version
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BLOOMZ_VERSION?=1834e77b83faafe912ad4092ccf7f77937349e2f
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# stablediffusion version
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STABLEDIFFUSION_VERSION?=d89260f598afb809279bc72aa0107b4292587632
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export BUILD_TYPE?=
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CGO_LDFLAGS?=
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CUDA_LIBPATH?=/usr/local/cuda/lib64/
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GO_TAGS?=
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BUILD_ID?=git
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VERSION?=$(shell git describe --always --tags || echo "dev" )
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# go tool nm ./local-ai | grep Commit
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LD_FLAGS?=
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override LD_FLAGS += -X "github.com/go-skynet/LocalAI/internal.Version=$(VERSION)"
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override LD_FLAGS += -X "github.com/go-skynet/LocalAI/internal.Commit=$(shell git rev-parse HEAD)"
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OPTIONAL_TARGETS?=
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ESPEAK_DATA?=
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OS := $(shell uname -s)
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ARCH := $(shell uname -m)
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GREEN := $(shell tput -Txterm setaf 2)
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YELLOW := $(shell tput -Txterm setaf 3)
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WHITE := $(shell tput -Txterm setaf 7)
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CYAN := $(shell tput -Txterm setaf 6)
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RESET := $(shell tput -Txterm sgr0)
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C_INCLUDE_PATH=$(shell pwd)/go-llama:$(shell pwd)/go-stable-diffusion/:$(shell pwd)/gpt4all/gpt4all-bindings/golang/:$(shell pwd)/go-ggml-transformers:$(shell pwd)/go-rwkv:$(shell pwd)/whisper.cpp:$(shell pwd)/go-bert:$(shell pwd)/bloomz
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LIBRARY_PATH=$(shell pwd)/go-piper:$(shell pwd)/go-llama:$(shell pwd)/go-stable-diffusion/:$(shell pwd)/gpt4all/gpt4all-bindings/golang/:$(shell pwd)/go-ggml-transformers:$(shell pwd)/go-rwkv:$(shell pwd)/whisper.cpp:$(shell pwd)/go-bert:$(shell pwd)/bloomz
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ifeq ($(BUILD_TYPE),openblas)
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CGO_LDFLAGS+=-lopenblas
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endif
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ifeq ($(BUILD_TYPE),cublas)
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CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH)
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export LLAMA_CUBLAS=1
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endif
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ifeq ($(BUILD_TYPE),metal)
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CGO_LDFLAGS+=-framework Foundation -framework Metal -framework MetalKit -framework MetalPerformanceShaders
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export LLAMA_METAL=1
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endif
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ifeq ($(BUILD_TYPE),clblas)
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CGO_LDFLAGS+=-lOpenCL -lclblast
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endif
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# glibc-static or glibc-devel-static required
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ifeq ($(STATIC),true)
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LD_FLAGS=-linkmode external -extldflags -static
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endif
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ifeq ($(findstring stablediffusion,$(GO_TAGS)),stablediffusion)
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OPTIONAL_TARGETS+=go-stable-diffusion/libstablediffusion.a
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endif
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ifeq ($(findstring tts,$(GO_TAGS)),tts)
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OPTIONAL_TARGETS+=go-piper/libpiper_binding.a
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OPTIONAL_TARGETS+=backend-assets/espeak-ng-data
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endif
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.PHONY: all test build vendor
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all: help
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## GPT4ALL
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gpt4all:
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git clone --recurse-submodules $(GPT4ALL_REPO) gpt4all
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cd gpt4all && git checkout -b build $(GPT4ALL_VERSION) && git submodule update --init --recursive --depth 1
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# This is hackish, but needed as both go-llama and go-gpt4allj have their own version of ggml..
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@find ./gpt4all -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_gpt4all_/g' {} +
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@find ./gpt4all -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_gpt4all_/g' {} +
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@find ./gpt4all -type f -name "*.m" -exec sed -i'' -e 's/ggml_/ggml_gpt4all_/g' {} +
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@find ./gpt4all -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_gpt4all_/g' {} +
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@find ./gpt4all -type f -name "*.c" -exec sed -i'' -e 's/llama_/llama_gpt4all_/g' {} +
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@find ./gpt4all -type f -name "*.cpp" -exec sed -i'' -e 's/llama_/llama_gpt4all_/g' {} +
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@find ./gpt4all -type f -name "*.h" -exec sed -i'' -e 's/llama_/llama_gpt4all_/g' {} +
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@find ./gpt4all/gpt4all-backend -type f -name "llama_util.h" -execdir mv {} "llama_gpt4all_util.h" \;
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@find ./gpt4all -type f -name "*.cmake" -exec sed -i'' -e 's/llama_util/llama_gpt4all_util/g' {} +
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@find ./gpt4all -type f -name "*.txt" -exec sed -i'' -e 's/llama_util/llama_gpt4all_util/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.cpp" -exec sed -i'' -e 's/load_model/load_gpt4all_model/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.go" -exec sed -i'' -e 's/load_model/load_gpt4all_model/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.h" -exec sed -i'' -e 's/load_model/load_gpt4all_model/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.h" -exec sed -i'' -e 's/set_numa_thread_affinity/gpt4all_set_numa_thread_affinity/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.c" -exec sed -i'' -e 's/set_numa_thread_affinity/gpt4all__set_numa_thread_affinity/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.c" -exec sed -i'' -e 's/clear_numa_thread_affinity/gpt4all__clear_numa_thread_affinity/g' {} +
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@find ./gpt4all/gpt4all-bindings/golang -type f -name "*.h" -exec sed -i'' -e 's/clear_numa_thread_affinity/gpt4all__clear_numa_thread_affinity/g' {} +
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## go-piper
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go-piper:
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git clone --recurse-submodules https://github.com/mudler/go-piper go-piper
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cd go-piper && git checkout -b build $(PIPER_VERSION) && git submodule update --init --recursive --depth 1
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## BERT embeddings
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go-bert:
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git clone --recurse-submodules https://github.com/go-skynet/go-bert.cpp go-bert
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cd go-bert && git checkout -b build $(BERT_VERSION) && git submodule update --init --recursive --depth 1
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@find ./go-bert -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_bert_/g' {} +
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@find ./go-bert -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_bert_/g' {} +
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@find ./go-bert -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_bert_/g' {} +
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## stable diffusion
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go-stable-diffusion:
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git clone --recurse-submodules https://github.com/mudler/go-stable-diffusion go-stable-diffusion
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cd go-stable-diffusion && git checkout -b build $(STABLEDIFFUSION_VERSION) && git submodule update --init --recursive --depth 1
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go-stable-diffusion/libstablediffusion.a:
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$(MAKE) -C go-stable-diffusion libstablediffusion.a
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## RWKV
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go-rwkv:
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git clone --recurse-submodules $(RWKV_REPO) go-rwkv
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cd go-rwkv && git checkout -b build $(RWKV_VERSION) && git submodule update --init --recursive --depth 1
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@find ./go-rwkv -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_rwkv_/g' {} +
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@find ./go-rwkv -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_rwkv_/g' {} +
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@find ./go-rwkv -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_rwkv_/g' {} +
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go-rwkv/librwkv.a: go-rwkv
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cd go-rwkv && cd rwkv.cpp && cmake . -DRWKV_BUILD_SHARED_LIBRARY=OFF && cmake --build . && cp librwkv.a ..
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## bloomz
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bloomz:
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git clone --recurse-submodules https://github.com/go-skynet/bloomz.cpp bloomz
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@find ./bloomz -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_bloomz_/g' {} +
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@find ./bloomz -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_bloomz_/g' {} +
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@find ./bloomz -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_bloomz_/g' {} +
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@find ./bloomz -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_/gpt_bloomz_/g' {} +
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@find ./bloomz -type f -name "*.h" -exec sed -i'' -e 's/gpt_/gpt_bloomz_/g' {} +
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@find ./bloomz -type f -name "*.cpp" -exec sed -i'' -e 's/void replace/void json_bloomz_replace/g' {} +
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@find ./bloomz -type f -name "*.cpp" -exec sed -i'' -e 's/::replace/::json_bloomz_replace/g' {} +
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bloomz/libbloomz.a: bloomz
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cd bloomz && make libbloomz.a
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go-bert/libgobert.a: go-bert
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$(MAKE) -C go-bert libgobert.a
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backend-assets/gpt4all: gpt4all/gpt4all-bindings/golang/libgpt4all.a
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mkdir -p backend-assets/gpt4all
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@cp gpt4all/gpt4all-bindings/golang/buildllm/*.so backend-assets/gpt4all/ || true
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@cp gpt4all/gpt4all-bindings/golang/buildllm/*.dylib backend-assets/gpt4all/ || true
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@cp gpt4all/gpt4all-bindings/golang/buildllm/*.dll backend-assets/gpt4all/ || true
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backend-assets/espeak-ng-data:
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mkdir -p backend-assets/espeak-ng-data
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ifdef ESPEAK_DATA
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@cp -rf $(ESPEAK_DATA)/. backend-assets/espeak-ng-data
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else
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@touch backend-assets/espeak-ng-data/keep
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endif
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gpt4all/gpt4all-bindings/golang/libgpt4all.a: gpt4all
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$(MAKE) -C gpt4all/gpt4all-bindings/golang/ libgpt4all.a
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## CEREBRAS GPT
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go-ggml-transformers:
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git clone --recurse-submodules https://github.com/go-skynet/go-ggml-transformers.cpp go-ggml-transformers
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cd go-ggml-transformers && git checkout -b build $(GOGPT2_VERSION) && git submodule update --init --recursive --depth 1
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# This is hackish, but needed as both go-llama and go-gpt4allj have their own version of ggml..
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@find ./go-ggml-transformers -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_print_usage/gpt2_print_usage/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/gpt_print_usage/gpt2_print_usage/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_params_parse/gpt2_params_parse/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/gpt_params_parse/gpt2_params_parse/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_random_prompt/gpt2_random_prompt/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/gpt_random_prompt/gpt2_random_prompt/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/json_/json_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/set_numa_thread_affinity/transformers_set_numa_thread_affinity/g' {} +
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@find ./go-ggml-transformers -type f -name "*.c" -exec sed -i'' -e 's/set_numa_thread_affinity/transformers_set_numa_thread_affinity/g' {} +
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@find ./go-ggml-transformers -type f -name "*.c" -exec sed -i'' -e 's/clear_numa_thread_affinity/transformers_clear_numa_thread_affinity/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/clear_numa_thread_affinity/transformers_clear_numa_thread_affinity/g' {} +
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go-ggml-transformers/libtransformers.a: go-ggml-transformers
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$(MAKE) -C go-ggml-transformers libtransformers.a
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whisper.cpp:
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git clone https://github.com/ggerganov/whisper.cpp.git
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cd whisper.cpp && git checkout -b build $(WHISPER_CPP_VERSION) && git submodule update --init --recursive --depth 1
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@find ./whisper.cpp -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_whisper_/g' {} +
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@find ./whisper.cpp -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_whisper_/g' {} +
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@find ./whisper.cpp -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_whisper_/g' {} +
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whisper.cpp/libwhisper.a: whisper.cpp
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cd whisper.cpp && make libwhisper.a
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go-llama:
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git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp go-llama
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cd go-llama && git checkout -b build $(GOLLAMA_VERSION) && git submodule update --init --recursive --depth 1
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ifneq ($(LLAMA_CPP_REPO),)
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cd go-llama && rm -rf llama.cpp && git clone $(LLAMA_CPP_REPO) llama.cpp && cd llama.cpp && git checkout -b build $(LLAMA_CPP_VERSION) && git submodule update --init --recursive --depth 1
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endif
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go-llama/libbinding.a: go-llama
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$(MAKE) -C go-llama BUILD_TYPE=$(BUILD_TYPE) libbinding.a
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go-piper/libpiper_binding.a:
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$(MAKE) -C go-piper libpiper_binding.a example/main
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get-sources: go-llama go-ggml-transformers gpt4all go-piper go-rwkv whisper.cpp go-bert bloomz go-stable-diffusion
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touch $@
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replace:
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$(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp=$(shell pwd)/go-llama
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$(GOCMD) mod edit -replace github.com/nomic-ai/gpt4all/gpt4all-bindings/golang=$(shell pwd)/gpt4all/gpt4all-bindings/golang
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$(GOCMD) mod edit -replace github.com/go-skynet/go-ggml-transformers.cpp=$(shell pwd)/go-ggml-transformers
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$(GOCMD) mod edit -replace github.com/donomii/go-rwkv.cpp=$(shell pwd)/go-rwkv
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$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp=$(shell pwd)/whisper.cpp
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$(GOCMD) mod edit -replace github.com/go-skynet/go-bert.cpp=$(shell pwd)/go-bert
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$(GOCMD) mod edit -replace github.com/go-skynet/bloomz.cpp=$(shell pwd)/bloomz
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$(GOCMD) mod edit -replace github.com/mudler/go-stable-diffusion=$(shell pwd)/go-stable-diffusion
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$(GOCMD) mod edit -replace github.com/mudler/go-piper=$(shell pwd)/go-piper
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prepare-sources: get-sources replace
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$(GOCMD) mod download
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## GENERIC
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rebuild: ## Rebuilds the project
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$(GOCMD) clean -cache
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$(MAKE) -C go-llama clean
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$(MAKE) -C gpt4all/gpt4all-bindings/golang/ clean
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$(MAKE) -C go-ggml-transformers clean
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$(MAKE) -C go-rwkv clean
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$(MAKE) -C whisper.cpp clean
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$(MAKE) -C go-stable-diffusion clean
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$(MAKE) -C go-bert clean
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$(MAKE) -C bloomz clean
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$(MAKE) -C go-piper clean
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$(MAKE) build
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prepare: prepare-sources backend-assets/gpt4all $(OPTIONAL_TARGETS) go-llama/libbinding.a go-bert/libgobert.a go-ggml-transformers/libtransformers.a go-rwkv/librwkv.a whisper.cpp/libwhisper.a bloomz/libbloomz.a ## Prepares for building
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touch $@
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clean: ## Remove build related file
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$(GOCMD) clean -cache
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rm -fr ./go-llama
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rm -rf ./gpt4all
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rm -rf ./go-gpt2
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rm -rf ./go-stable-diffusion
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rm -rf ./go-ggml-transformers
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rm -rf ./backend-assets
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rm -rf ./go-rwkv
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rm -rf ./go-bert
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rm -rf ./bloomz
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rm -rf ./whisper.cpp
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rm -rf ./go-piper
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rm -rf $(BINARY_NAME)
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rm -rf release/
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## Build:
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build: prepare ## Build the project
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$(info ${GREEN}I local-ai build info:${RESET})
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$(info ${GREEN}I BUILD_TYPE: ${YELLOW}$(BUILD_TYPE)${RESET})
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$(info ${GREEN}I GO_TAGS: ${YELLOW}$(GO_TAGS)${RESET})
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$(info ${GREEN}I LD_FLAGS: ${YELLOW}$(LD_FLAGS)${RESET})
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o $(BINARY_NAME) ./
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ifeq ($(BUILD_TYPE),metal)
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cp go-llama/build/bin/ggml-metal.metal .
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endif
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dist: build
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mkdir -p release
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cp $(BINARY_NAME) release/$(BINARY_NAME)-$(BUILD_ID)-$(OS)-$(ARCH)
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generic-build: ## Build the project using generic
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BUILD_TYPE="generic" $(MAKE) build
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## Run
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run: prepare ## run local-ai
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} $(GOCMD) run ./
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test-models/testmodel:
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mkdir test-models
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mkdir test-dir
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wget https://huggingface.co/nnakasato/ggml-model-test/resolve/main/ggml-model-q4.bin -O test-models/testmodel
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wget https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-base.en.bin -O test-models/whisper-en
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wget https://huggingface.co/skeskinen/ggml/resolve/main/all-MiniLM-L6-v2/ggml-model-q4_0.bin -O test-models/bert
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wget https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav -O test-dir/audio.wav
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wget https://huggingface.co/mudler/rwkv-4-raven-1.5B-ggml/resolve/main/RWKV-4-Raven-1B5-v11-Eng99%2525-Other1%2525-20230425-ctx4096_Q4_0.bin -O test-models/rwkv
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wget https://raw.githubusercontent.com/saharNooby/rwkv.cpp/5eb8f09c146ea8124633ab041d9ea0b1f1db4459/rwkv/20B_tokenizer.json -O test-models/rwkv.tokenizer.json
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cp tests/models_fixtures/* test-models
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test: prepare test-models/testmodel
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cp -r backend-assets api
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cp tests/models_fixtures/* test-models
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C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!gpt4all && !llama" --flake-attempts 5 -v -r ./api ./pkg
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C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="gpt4all" --flake-attempts 5 -v -r ./api ./pkg
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C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} TEST_DIR=$(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
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## Help:
|
|
help: ## Show this help.
|
|
@echo ''
|
|
@echo 'Usage:'
|
|
@echo ' ${YELLOW}make${RESET} ${GREEN}<target>${RESET}'
|
|
@echo ''
|
|
@echo 'Targets:'
|
|
@awk 'BEGIN {FS = ":.*?## "} { \
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if (/^[a-zA-Z_-]+:.*?##.*$$/) {printf " ${YELLOW}%-20s${GREEN}%s${RESET}\n", $$1, $$2} \
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else if (/^## .*$$/) {printf " ${CYAN}%s${RESET}\n", substr($$1,4)} \
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}' $(MAKEFILE_LIST)
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