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feat: add support for cublas/openblas in the llama.cpp backend (#258)
This commit is contained in:
Ettore Di Giacinto
GitHub
parent
a035de2fdd
commit
acd03d15f2
27
Makefile
27
Makefile
@ -3,7 +3,7 @@ GOTEST=$(GOCMD) test
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GOVET=$(GOCMD) vet
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BINARY_NAME=local-ai
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GOLLAMA_VERSION?=eb99b5438787cbd687682da445e879e02bfeaa07
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GOLLAMA_VERSION?=7f9ae4246088f0c08ed322acbae21d69cd2eb547
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GPT4ALL_REPO?=https://github.com/go-skynet/gpt4all
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GPT4ALL_VERSION?=a330bfe26e9e35ca402e16df18973a3b162fb4db
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GOGPT2_VERSION?=92421a8cf61ed6e03babd9067af292b094cb1307
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@ -12,7 +12,9 @@ RWKV_VERSION?=07166da10cb2a9e8854395a4f210464dcea76e47
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WHISPER_CPP_VERSION?=a5defbc1b98bea0f070331ce1e8b62d947b0443d
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BERT_VERSION?=33118e0da50318101408986b86a331daeb4a6658
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BLOOMZ_VERSION?=e9366e82abdfe70565644fbfae9651976714efd1
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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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GREEN := $(shell tput -Txterm setaf 2)
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YELLOW := $(shell tput -Txterm setaf 3)
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@ -23,15 +25,12 @@ RESET := $(shell tput -Txterm sgr0)
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C_INCLUDE_PATH=$(shell pwd)/go-llama:$(shell pwd)/gpt4all/gpt4all-bindings/golang/:$(shell pwd)/go-gpt2:$(shell pwd)/go-rwkv:$(shell pwd)/whisper.cpp:$(shell pwd)/go-bert:$(shell pwd)/bloomz
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LIBRARY_PATH=$(shell pwd)/go-llama:$(shell pwd)/gpt4all/gpt4all-bindings/golang/:$(shell pwd)/go-gpt2:$(shell pwd)/go-rwkv:$(shell pwd)/whisper.cpp:$(shell pwd)/go-bert:$(shell pwd)/bloomz
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# Use this if you want to set the default behavior
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ifndef BUILD_TYPE
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BUILD_TYPE:=default
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ifeq ($(BUILD_TYPE),openblas)
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CGO_LDFLAGS+=-lopenblas
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endif
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ifeq ($(BUILD_TYPE), "generic")
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GENERIC_PREFIX:=generic-
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else
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GENERIC_PREFIX:=
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ifeq ($(BUILD_TYPE),cublas)
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CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH)
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endif
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.PHONY: all test build vendor
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@ -94,7 +93,7 @@ go-bert/libgobert.a: go-bert
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$(MAKE) -C go-bert libgobert.a
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gpt4all/gpt4all-bindings/golang/libgpt4all.a: gpt4all
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$(MAKE) -C gpt4all/gpt4all-bindings/golang/ $(GENERIC_PREFIX)libgpt4all.a
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$(MAKE) -C gpt4all/gpt4all-bindings/golang/ libgpt4all.a
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## CEREBRAS GPT
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go-gpt2:
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@ -113,7 +112,7 @@ go-gpt2:
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@find ./go-gpt2 -type f -name "*.cpp" -exec sed -i'' -e 's/json_/json_gpt2_/g' {} +
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go-gpt2/libgpt2.a: go-gpt2
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$(MAKE) -C go-gpt2 $(GENERIC_PREFIX)libgpt2.a
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$(MAKE) -C go-gpt2 libgpt2.a
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whisper.cpp:
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git clone https://github.com/ggerganov/whisper.cpp.git
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@ -130,7 +129,7 @@ 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 $(GENERIC_PREFIX)libbinding.a
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$(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=$(shell pwd)/go-llama
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@ -171,14 +170,14 @@ clean: ## Remove build related file
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build: prepare ## Build the project
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$(info ${GREEN}I local-ai build info:${RESET})
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$(info ${GREEN}I BUILD_TYPE: ${YELLOW}$(BUILD_TYPE)${RESET})
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C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} $(GOCMD) build -x -o $(BINARY_NAME) ./
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} $(GOCMD) build -x -o $(BINARY_NAME) ./
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generic-build: ## Build the project using generic
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BUILD_TYPE="generic" $(MAKE) build
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## Run
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run: prepare ## run local-ai
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C_INCLUDE_PATH=${C_INCLUDE_PATH} LIBRARY_PATH=${LIBRARY_PATH} $(GOCMD) run ./main.go
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CGO_LDFLAGS="$(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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@ -15,23 +15,23 @@ import (
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)
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type Config struct {
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OpenAIRequest `yaml:"parameters"`
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Name string `yaml:"name"`
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StopWords []string `yaml:"stopwords"`
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Cutstrings []string `yaml:"cutstrings"`
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TrimSpace []string `yaml:"trimspace"`
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ContextSize int `yaml:"context_size"`
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F16 bool `yaml:"f16"`
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Threads int `yaml:"threads"`
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Debug bool `yaml:"debug"`
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Roles map[string]string `yaml:"roles"`
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Embeddings bool `yaml:"embeddings"`
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Backend string `yaml:"backend"`
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TemplateConfig TemplateConfig `yaml:"template"`
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MirostatETA float64 `yaml:"mirostat_eta"`
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MirostatTAU float64 `yaml:"mirostat_tau"`
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Mirostat int `yaml:"mirostat"`
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OpenAIRequest `yaml:"parameters"`
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Name string `yaml:"name"`
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StopWords []string `yaml:"stopwords"`
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Cutstrings []string `yaml:"cutstrings"`
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TrimSpace []string `yaml:"trimspace"`
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ContextSize int `yaml:"context_size"`
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F16 bool `yaml:"f16"`
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Threads int `yaml:"threads"`
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Debug bool `yaml:"debug"`
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Roles map[string]string `yaml:"roles"`
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Embeddings bool `yaml:"embeddings"`
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Backend string `yaml:"backend"`
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TemplateConfig TemplateConfig `yaml:"template"`
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MirostatETA float64 `yaml:"mirostat_eta"`
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MirostatTAU float64 `yaml:"mirostat_tau"`
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Mirostat int `yaml:"mirostat"`
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NGPULayers int `yaml:"gpu_layers"`
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PromptStrings, InputStrings []string
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InputToken [][]int
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}
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@ -31,6 +31,10 @@ func defaultLLamaOpts(c Config) []llama.ModelOption {
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llamaOpts = append(llamaOpts, llama.EnableEmbeddings)
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}
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if c.NGPULayers != 0 {
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llamaOpts = append(llamaOpts, llama.SetGPULayers(c.NGPULayers))
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}
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return llamaOpts
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}
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