mirror of
https://github.com/mudler/LocalAI.git
synced 2024-12-18 20:27:57 +00:00
249 lines
12 KiB
Makefile
249 lines
12 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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GOLLAMA_VERSION?=10caf37d8b73386708b4373975b8917e6b212c0e
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GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
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GPT4ALL_VERSION?=022f1cabe7dd2c911936b37510582f279069ba1e
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GOGGMLTRANSFORMERS_VERSION?=13ccc22621bb21afecd38675a2b043498e2e756c
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RWKV_REPO?=https://github.com/donomii/go-rwkv.cpp
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RWKV_VERSION?=ccb05c3e1c6efd098017d114dcb58ab3262b40b2
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WHISPER_CPP_VERSION?=3f7436e8a09611931709b29f5c507245c8c1d7a4
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BERT_VERSION?=0548994371f7081e45fcf8d472f3941a12f179aa
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BLOOMZ_VERSION?=1834e77b83faafe912ad4092ccf7f77937349e2f
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BUILD_TYPE?=
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CGO_LDFLAGS?=
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CUDA_LIBPATH?=/usr/local/cuda/lib64/
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STABLEDIFFUSION_VERSION?=c0748eca3642d58bcf9521108bcee46959c647dc
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GO_TAGS?=
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BUILD_ID?=git
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LD_FLAGS=?=
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OPTIONAL_TARGETS?=
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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-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 ($(BUILD_TYPE),clblas)
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CGO_LDFLAGS+=-lOpenCL -lclblast
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endif
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# glibc-static or glibc-devel-static required
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ifeq ($(STATIC),true)
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LD_FLAGS=-linkmode external -extldflags -static
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endif
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ifeq ($(GO_TAGS),stablediffusion)
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OPTIONAL_TARGETS+=go-stable-diffusion/libstablediffusion.a
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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 "*.h" -exec sed -i'' -e 's/ggml_/ggml_gpt4all_/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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## 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 .. && cp ggml/src/libggml.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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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 $(GOGPT2_VERSION) && git submodule update --init --recursive --depth 1
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# This is hackish, but needed as both go-llama and go-gpt4allj have their own version of ggml..
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@find ./go-ggml-transformers -type f -name "*.c" -exec sed -i'' -e 's/ggml_/ggml_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/ggml_/ggml_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/ggml_/ggml_gpt2_/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_print_usage/gpt2_print_usage/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/gpt_print_usage/gpt2_print_usage/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_params_parse/gpt2_params_parse/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/gpt_params_parse/gpt2_params_parse/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/gpt_random_prompt/gpt2_random_prompt/g' {} +
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@find ./go-ggml-transformers -type f -name "*.h" -exec sed -i'' -e 's/gpt_random_prompt/gpt2_random_prompt/g' {} +
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@find ./go-ggml-transformers -type f -name "*.cpp" -exec sed -i'' -e 's/json_/json_gpt2_/g' {} +
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go-ggml-transformers/libtransformers.a: go-ggml-transformers
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$(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 $(GOLLAMA_VERSION) && git submodule update --init --recursive --depth 1
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go-llama/libbinding.a: go-llama
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$(MAKE) -C go-llama BUILD_TYPE=$(BUILD_TYPE) libbinding.a
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replace:
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$(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=$(shell pwd)/go-stable-diffusion
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prepare-sources: go-llama go-ggml-transformers gpt4all go-rwkv whisper.cpp go-bert bloomz go-stable-diffusion replace
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$(GOCMD) mod download
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## GENERIC
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rebuild: ## Rebuilds the project
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$(MAKE) -C go-llama clean
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$(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) 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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clean: ## Remove build related file
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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 $(BINARY_NAME)
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rm -rf release/
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## Build:
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build: prepare ## Build the project
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$(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)${RESET})
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CGO_LDFLAGS="$(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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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} $(GOCMD) run ./main.go
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test-models/testmodel:
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mkdir test-models
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mkdir test-dir
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wget https://huggingface.co/nnakasato/ggml-model-test/resolve/main/ggml-model-q4.bin -O test-models/testmodel
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wget https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-base.en.bin -O test-models/whisper-en
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wget https://huggingface.co/skeskinen/ggml/resolve/main/all-MiniLM-L6-v2/ggml-model-q4_0.bin -O test-models/bert
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wget https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav -O test-dir/audio.wav
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wget https://huggingface.co/mudler/rwkv-4-raven-1.5B-ggml/resolve/main/RWKV-4-Raven-1B5-v11-Eng99%2525-Other1%2525-20230425-ctx4096_Q4_0.bin -O test-models/rwkv
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wget https://raw.githubusercontent.com/saharNooby/rwkv.cpp/5eb8f09c146ea8124633ab041d9ea0b1f1db4459/rwkv/20B_tokenizer.json -O test-models/rwkv.tokenizer.json
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cp tests/models_fixtures/* test-models
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test: prepare test-models/testmodel
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cp tests/models_fixtures/* test-models
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C_INCLUDE_PATH=${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 --flake-attempts 5 -v -r ./api ./pkg
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## Help:
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help: ## Show this help.
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@echo ''
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@echo 'Usage:'
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@echo ' ${YELLOW}make${RESET} ${GREEN}<target>${RESET}'
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@echo ''
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@echo 'Targets:'
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@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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