mirror of
https://github.com/mudler/LocalAI.git
synced 2025-05-05 02:02:54 +00:00
feat: add rope settings and negative prompt, drop grammar backend (#797)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto
GitHub
parent
12fe0932c4
commit
569c1d1163
3
.github/workflows/bump_deps.yaml
vendored
3
.github/workflows/bump_deps.yaml
vendored
@ -12,9 +12,6 @@ jobs:
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- repository: "go-skynet/go-llama.cpp"
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- repository: "go-skynet/go-llama.cpp"
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variable: "GOLLAMA_VERSION"
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variable: "GOLLAMA_VERSION"
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branch: "master"
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branch: "master"
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- repository: "go-skynet/go-llama.cpp"
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variable: "GOLLAMA_GRAMMAR_VERSION"
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branch: "master"
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- repository: "go-skynet/go-ggml-transformers.cpp"
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- repository: "go-skynet/go-ggml-transformers.cpp"
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variable: "GOGGMLTRANSFORMERS_VERSION"
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variable: "GOGGMLTRANSFORMERS_VERSION"
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branch: "master"
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branch: "master"
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31
Makefile
31
Makefile
@ -5,16 +5,7 @@ BINARY_NAME=local-ai
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# llama.cpp versions
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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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# Temporarly pinned to https://github.com/go-skynet/go-llama.cpp/pull/124
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GOLLAMA_VERSION?=f3a6ee0ef53d667f110d28fcf9b808bdca741c07
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GOLLAMA_VERSION?=562d2b5a71195627a63bb34f639e0fb0e2b2df3f
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GOLLAMA_GRAMMAR_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_GRAMMAR_REPO?=https://github.com/mudler/llama.cpp
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LLAMA_CPP_GRAMMAR_VERSION?=48ce8722a05a018681634af801fd0fd45b3a87cc
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# gpt4all version
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# gpt4all version
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GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
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GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
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@ -202,28 +193,17 @@ go-llama:
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git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp 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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cd go-llama && git checkout -b build $(GOLLAMA_VERSION) && git submodule update --init --recursive --depth 1
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go-llama-grammar:
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git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp go-llama-grammar
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cd go-llama-grammar && git checkout -b build $(GOLLAMA_GRAMMAR_VERSION) && git submodule update --init --recursive --depth 1
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ifneq ($(LLAMA_CPP_GRAMMAR_REPO),)
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cd go-llama-grammar && rm -rf llama.cpp && git clone $(LLAMA_CPP_GRAMMAR_REPO) llama.cpp && cd llama.cpp && git checkout -b build $(LLAMA_CPP_GRAMMAR_VERSION) && git submodule update --init --recursive --depth 1
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endif
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go-llama/libbinding.a: go-llama
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go-llama/libbinding.a: go-llama
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$(MAKE) -C go-llama BUILD_TYPE=$(BUILD_TYPE) libbinding.a
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$(MAKE) -C go-llama BUILD_TYPE=$(BUILD_TYPE) libbinding.a
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go-llama-grammar/libbinding.a: go-llama-grammar
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$(MAKE) -C go-llama-grammar BUILD_TYPE=$(BUILD_TYPE) libbinding.a
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go-piper/libpiper_binding.a:
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go-piper/libpiper_binding.a:
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$(MAKE) -C go-piper libpiper_binding.a example/main
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$(MAKE) -C go-piper libpiper_binding.a example/main
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get-sources: go-llama go-ggllm go-llama-grammar go-ggml-transformers gpt4all go-piper go-rwkv whisper.cpp go-bert bloomz go-stable-diffusion
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get-sources: go-llama go-ggllm 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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touch $@
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replace:
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replace:
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$(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/go-skynet/go-llama.cpp=$(shell pwd)/go-llama
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$(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp-grammar=$(shell pwd)/go-llama-grammar
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$(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/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/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/donomii/go-rwkv.cpp=$(shell pwd)/go-rwkv
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@ -241,7 +221,6 @@ prepare-sources: get-sources replace
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rebuild: ## Rebuilds the project
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rebuild: ## Rebuilds the project
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$(GOCMD) clean -cache
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$(GOCMD) clean -cache
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$(MAKE) -C go-llama clean
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$(MAKE) -C go-llama clean
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$(MAKE) -C go-llama-grammar clean
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$(MAKE) -C gpt4all/gpt4all-bindings/golang/ clean
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$(MAKE) -C gpt4all/gpt4all-bindings/golang/ clean
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$(MAKE) -C go-ggml-transformers clean
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$(MAKE) -C go-ggml-transformers clean
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$(MAKE) -C go-rwkv clean
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$(MAKE) -C go-rwkv clean
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@ -375,10 +354,6 @@ ifeq ($(BUILD_TYPE),metal)
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cp go-llama/build/bin/ggml-metal.metal backend-assets/grpc/
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cp go-llama/build/bin/ggml-metal.metal backend-assets/grpc/
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endif
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endif
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backend-assets/grpc/llama-grammar: backend-assets/grpc go-llama-grammar/libbinding.a
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/go-llama-grammar LIBRARY_PATH=$(shell pwd)/go-llama-grammar \
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$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/llama-grammar ./cmd/grpc/llama-grammar/
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backend-assets/grpc/gpt4all: backend-assets/grpc backend-assets/gpt4all gpt4all/gpt4all-bindings/golang/libgpt4all.a
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backend-assets/grpc/gpt4all: backend-assets/grpc backend-assets/gpt4all gpt4all/gpt4all-bindings/golang/libgpt4all.a
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/gpt4all/gpt4all-bindings/golang/ LIBRARY_PATH=$(shell pwd)/gpt4all/gpt4all-bindings/golang/ \
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/gpt4all/gpt4all-bindings/golang/ LIBRARY_PATH=$(shell pwd)/gpt4all/gpt4all-bindings/golang/ \
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$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gpt4all ./cmd/grpc/gpt4all/
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$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/gpt4all ./cmd/grpc/gpt4all/
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@ -442,4 +417,4 @@ backend-assets/grpc/whisper: backend-assets/grpc whisper.cpp/libwhisper.a
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/whisper.cpp LIBRARY_PATH=$(shell pwd)/whisper.cpp \
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CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/whisper.cpp LIBRARY_PATH=$(shell pwd)/whisper.cpp \
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$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./cmd/grpc/whisper/
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$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./cmd/grpc/whisper/
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grpcs: prepare backend-assets/grpc/langchain-huggingface backend-assets/grpc/llama-grammar backend-assets/grpc/falcon-ggml backend-assets/grpc/bert-embeddings backend-assets/grpc/falcon backend-assets/grpc/bloomz backend-assets/grpc/llama 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)
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grpcs: prepare backend-assets/grpc/langchain-huggingface backend-assets/grpc/falcon-ggml backend-assets/grpc/bert-embeddings backend-assets/grpc/falcon backend-assets/grpc/bloomz backend-assets/grpc/llama 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)
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@ -297,7 +297,7 @@ var _ = Describe("API test", func() {
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response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
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response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
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URL: "github:go-skynet/model-gallery/openllama_3b.yaml",
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URL: "github:go-skynet/model-gallery/openllama_3b.yaml",
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Name: "openllama_3b",
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Name: "openllama_3b",
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Overrides: map[string]string{"backend": "llama-grammar"},
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Overrides: map[string]string{"backend": "llama"},
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})
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})
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Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
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Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
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@ -355,7 +355,7 @@ var _ = Describe("API test", func() {
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var res map[string]string
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var res map[string]string
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err = json.Unmarshal([]byte(resp2.Choices[0].Message.FunctionCall.Arguments), &res)
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err = json.Unmarshal([]byte(resp2.Choices[0].Message.FunctionCall.Arguments), &res)
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Expect(err).ToNot(HaveOccurred())
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Expect(err).ToNot(HaveOccurred())
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Expect(res["location"]).To(Equal("San Francisco"), fmt.Sprint(res))
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Expect(res["location"]).To(Equal("San Francisco, California, United States"), fmt.Sprint(res))
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Expect(res["unit"]).To(Equal("celcius"), fmt.Sprint(res))
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Expect(res["unit"]).To(Equal("celcius"), fmt.Sprint(res))
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Expect(string(resp2.Choices[0].FinishReason)).To(Equal("function_call"), fmt.Sprint(resp2.Choices[0].FinishReason))
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Expect(string(resp2.Choices[0].FinishReason)).To(Equal("function_call"), fmt.Sprint(resp2.Choices[0].FinishReason))
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})
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})
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@ -39,34 +39,37 @@ func gRPCPredictOpts(c config.Config, modelPath string) *pb.PredictOptions {
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promptCachePath = p
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promptCachePath = p
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}
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}
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return &pb.PredictOptions{
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return &pb.PredictOptions{
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Temperature: float32(c.Temperature),
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Temperature: float32(c.Temperature),
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TopP: float32(c.TopP),
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TopP: float32(c.TopP),
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TopK: int32(c.TopK),
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TopK: int32(c.TopK),
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Tokens: int32(c.Maxtokens),
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Tokens: int32(c.Maxtokens),
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Threads: int32(c.Threads),
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Threads: int32(c.Threads),
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PromptCacheAll: c.PromptCacheAll,
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PromptCacheAll: c.PromptCacheAll,
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PromptCacheRO: c.PromptCacheRO,
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PromptCacheRO: c.PromptCacheRO,
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PromptCachePath: promptCachePath,
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PromptCachePath: promptCachePath,
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F16KV: c.F16,
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F16KV: c.F16,
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DebugMode: c.Debug,
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DebugMode: c.Debug,
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Grammar: c.Grammar,
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Grammar: c.Grammar,
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NegativePromptScale: c.NegativePromptScale,
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Mirostat: int32(c.Mirostat),
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RopeFreqBase: c.RopeFreqBase,
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MirostatETA: float32(c.MirostatETA),
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RopeFreqScale: c.RopeFreqScale,
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MirostatTAU: float32(c.MirostatTAU),
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NegativePrompt: c.NegativePrompt,
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Debug: c.Debug,
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Mirostat: int32(c.Mirostat),
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StopPrompts: c.StopWords,
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MirostatETA: float32(c.MirostatETA),
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Repeat: int32(c.RepeatPenalty),
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MirostatTAU: float32(c.MirostatTAU),
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NKeep: int32(c.Keep),
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Debug: c.Debug,
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Batch: int32(c.Batch),
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StopPrompts: c.StopWords,
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IgnoreEOS: c.IgnoreEOS,
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Repeat: int32(c.RepeatPenalty),
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Seed: int32(c.Seed),
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NKeep: int32(c.Keep),
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FrequencyPenalty: float32(c.FrequencyPenalty),
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Batch: int32(c.Batch),
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MLock: c.MMlock,
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IgnoreEOS: c.IgnoreEOS,
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MMap: c.MMap,
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Seed: int32(c.Seed),
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MainGPU: c.MainGPU,
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FrequencyPenalty: float32(c.FrequencyPenalty),
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TensorSplit: c.TensorSplit,
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MLock: c.MMlock,
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TailFreeSamplingZ: float32(c.TFZ),
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MMap: c.MMap,
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TypicalP: float32(c.TypicalP),
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MainGPU: c.MainGPU,
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TensorSplit: c.TensorSplit,
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TailFreeSamplingZ: float32(c.TFZ),
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TypicalP: float32(c.TypicalP),
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}
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}
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}
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}
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@ -34,4 +34,9 @@ type PredictionOptions struct {
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TypicalP float64 `json:"typical_p" yaml:"typical_p"`
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TypicalP float64 `json:"typical_p" yaml:"typical_p"`
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Seed int `json:"seed" yaml:"seed"`
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Seed int `json:"seed" yaml:"seed"`
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NegativePrompt string `json:"negative_prompt" yaml:"negative_prompt"`
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RopeFreqBase float32 `json:"rope_freq_base" yaml:"rope_freq_base"`
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RopeFreqScale float32 `json:"rope_freq_scale" yaml:"rope_freq_scale"`
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NegativePromptScale float32 `json:"negative_prompt_scale" yaml:"negative_prompt_scale"`
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}
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}
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@ -71,6 +71,22 @@ func updateConfig(config *config.Config, input *OpenAIRequest) {
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config.TopP = input.TopP
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config.TopP = input.TopP
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}
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}
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if input.NegativePromptScale != 0 {
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config.NegativePromptScale = input.NegativePromptScale
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}
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if input.NegativePrompt != "" {
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config.NegativePrompt = input.NegativePrompt
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}
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if input.RopeFreqBase != 0 {
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config.RopeFreqBase = input.RopeFreqBase
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}
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if input.RopeFreqScale != 0 {
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config.RopeFreqScale = input.RopeFreqScale
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}
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if input.Grammar != "" {
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if input.Grammar != "" {
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config.Grammar = input.Grammar
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config.Grammar = input.Grammar
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}
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}
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@ -1,25 +0,0 @@
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package main
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// GRPC Falcon server
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// Note: this is started internally by LocalAI and a server is allocated for each model
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import (
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"flag"
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llama "github.com/go-skynet/LocalAI/pkg/grpc/llm/llama-grammar"
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grpc "github.com/go-skynet/LocalAI/pkg/grpc"
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)
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var (
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addr = flag.String("addr", "localhost:50051", "the address to connect to")
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)
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func main() {
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flag.Parse()
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if err := grpc.StartServer(*addr, &llama.LLM{}); err != nil {
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panic(err)
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}
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}
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@ -13,7 +13,7 @@ _sym_db = _symbol_database.Default()
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|
||||||
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\rbackend.proto\x12\x07\x62\x61\x63kend\"\x0f\n\rHealthMessage\"\xa4\x05\n\x0ePredictOptions\x12\x0e\n\x06Prompt\x18\x01 \x01(\t\x12\x0c\n\x04Seed\x18\x02 \x01(\x05\x12\x0f\n\x07Threads\x18\x03 \x01(\x05\x12\x0e\n\x06Tokens\x18\x04 \x01(\x05\x12\x0c\n\x04TopK\x18\x05 \x01(\x05\x12\x0e\n\x06Repeat\x18\x06 \x01(\x05\x12\r\n\x05\x42\x61tch\x18\x07 \x01(\x05\x12\r\n\x05NKeep\x18\x08 \x01(\x05\x12\x13\n\x0bTemperature\x18\t \x01(\x02\x12\x0f\n\x07Penalty\x18\n \x01(\x02\x12\r\n\x05\x46\x31\x36KV\x18\x0b \x01(\x08\x12\x11\n\tDebugMode\x18\x0c \x01(\x08\x12\x13\n\x0bStopPrompts\x18\r \x03(\t\x12\x11\n\tIgnoreEOS\x18\x0e \x01(\x08\x12\x19\n\x11TailFreeSamplingZ\x18\x0f \x01(\x02\x12\x10\n\x08TypicalP\x18\x10 \x01(\x02\x12\x18\n\x10\x46requencyPenalty\x18\x11 \x01(\x02\x12\x17\n\x0fPresencePenalty\x18\x12 \x01(\x02\x12\x10\n\x08Mirostat\x18\x13 \x01(\x05\x12\x13\n\x0bMirostatETA\x18\x14 \x01(\x02\x12\x13\n\x0bMirostatTAU\x18\x15 \x01(\x02\x12\x12\n\nPenalizeNL\x18\x16 \x01(\x08\x12\x11\n\tLogitBias\x18\x17 \x01(\t\x12\r\n\x05MLock\x18\x19 \x01(\x08\x12\x0c\n\x04MMap\x18\x1a \x01(\x08\x12\x16\n\x0ePromptCacheAll\x18\x1b \x01(\x08\x12\x15\n\rPromptCacheRO\x18\x1c \x01(\x08\x12\x0f\n\x07Grammar\x18\x1d \x01(\t\x12\x0f\n\x07MainGPU\x18\x1e \x01(\t\x12\x13\n\x0bTensorSplit\x18\x1f \x01(\t\x12\x0c\n\x04TopP\x18 \x01(\x02\x12\x17\n\x0fPromptCachePath\x18! \x01(\t\x12\r\n\x05\x44\x65\x62ug\x18\" \x01(\x08\x12\x17\n\x0f\x45mbeddingTokens\x18# \x03(\x05\x12\x12\n\nEmbeddings\x18$ \x01(\t\"\x18\n\x05Reply\x12\x0f\n\x07message\x18\x01 \x01(\t\"\xac\x02\n\x0cModelOptions\x12\r\n\x05Model\x18\x01 \x01(\t\x12\x13\n\x0b\x43ontextSize\x18\x02 \x01(\x05\x12\x0c\n\x04Seed\x18\x03 \x01(\x05\x12\x0e\n\x06NBatch\x18\x04 \x01(\x05\x12\x11\n\tF16Memory\x18\x05 \x01(\x08\x12\r\n\x05MLock\x18\x06 \x01(\x08\x12\x0c\n\x04MMap\x18\x07 \x01(\x08\x12\x11\n\tVocabOnly\x18\x08 \x01(\x08\x12\x0f\n\x07LowVRAM\x18\t \x01(\x08\x12\x12\n\nEmbeddings\x18\n \x01(\x08\x12\x0c\n\x04NUMA\x18\x0b \x01(\x08\x12\x12\n\nNGPULayers\x18\x0c \x01(\x05\x12\x0f\n\x07MainGPU\x18\r \x01(\t\x12\x13\n\x0bTensorSplit\x18\x0e \x01(\t\x12\x0f\n\x07Threads\x18\x0f \x01(\x05\x12\x19\n\x11LibrarySearchPath\x18\x10 \x01(\t\"*\n\x06Result\x12\x0f\n\x07message\x18\x01 \x01(\t\x12\x0f\n\x07success\x18\x02 \x01(\x08\"%\n\x0f\x45mbeddingResult\x12\x12\n\nembeddings\x18\x01 \x03(\x02\"C\n\x11TranscriptRequest\x12\x0b\n\x03\x64st\x18\x02 \x01(\t\x12\x10\n\x08language\x18\x03 \x01(\t\x12\x0f\n\x07threads\x18\x04 \x01(\r\"N\n\x10TranscriptResult\x12,\n\x08segments\x18\x01 \x03(\x0b\x32\x1a.backend.TranscriptSegment\x12\x0c\n\x04text\x18\x02 \x01(\t\"Y\n\x11TranscriptSegment\x12\n\n\x02id\x18\x01 \x01(\x05\x12\r\n\x05start\x18\x02 \x01(\x03\x12\x0b\n\x03\x65nd\x18\x03 \x01(\x03\x12\x0c\n\x04text\x18\x04 \x01(\t\x12\x0e\n\x06tokens\x18\x05 \x03(\x05\"\x9e\x01\n\x14GenerateImageRequest\x12\x0e\n\x06height\x18\x01 \x01(\x05\x12\r\n\x05width\x18\x02 \x01(\x05\x12\x0c\n\x04mode\x18\x03 \x01(\x05\x12\x0c\n\x04step\x18\x04 \x01(\x05\x12\x0c\n\x04seed\x18\x05 \x01(\x05\x12\x17\n\x0fpositive_prompt\x18\x06 \x01(\t\x12\x17\n\x0fnegative_prompt\x18\x07 \x01(\t\x12\x0b\n\x03\x64st\x18\x08 \x01(\t\"6\n\nTTSRequest\x12\x0c\n\x04text\x18\x01 \x01(\t\x12\r\n\x05model\x18\x02 \x01(\t\x12\x0b\n\x03\x64st\x18\x03 \x01(\t2\xeb\x03\n\x07\x42\x61\x63kend\x12\x32\n\x06Health\x12\x16.backend.HealthMessage\x1a\x0e.backend.Reply\"\x00\x12\x34\n\x07Predict\x12\x17.backend.PredictOptions\x1a\x0e.backend.Reply\"\x00\x12\x35\n\tLoadModel\x12\x15.backend.ModelOptions\x1a\x0f.backend.Result\"\x00\x12<\n\rPredictStream\x12\x17.backend.PredictOptions\x1a\x0e.backend.Reply\"\x00\x30\x01\x12@\n\tEmbedding\x12\x17.backend.PredictOptions\x1a\x18.backend.EmbeddingResult\"\x00\x12\x41\n\rGenerateImage\x12\x1d.backend.GenerateImageRequest\x1a\x0f.backend.Result\"\x00\x12M\n\x12\x41udioTranscription\x12\x1a.backend.TranscriptRequest\x1a\x19.backend.TranscriptResult\"\x00\x12-\n\x03TTS\x12\x13.backend.TTSRequest\x1a\x0f.backend.Result\"\x00\x42Z\n\x19io.skynet.localai.backendB\x0eLocalAIBackendP\x01Z+github.com/go-skynet/LocalAI/pkg/grpc/protob\x06proto3')
|
DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\rbackend.proto\x12\x07\x62\x61\x63kend\"\x0f\n\rHealthMessage\"\x86\x06\n\x0ePredictOptions\x12\x0e\n\x06Prompt\x18\x01 \x01(\t\x12\x0c\n\x04Seed\x18\x02 \x01(\x05\x12\x0f\n\x07Threads\x18\x03 \x01(\x05\x12\x0e\n\x06Tokens\x18\x04 \x01(\x05\x12\x0c\n\x04TopK\x18\x05 \x01(\x05\x12\x0e\n\x06Repeat\x18\x06 \x01(\x05\x12\r\n\x05\x42\x61tch\x18\x07 \x01(\x05\x12\r\n\x05NKeep\x18\x08 \x01(\x05\x12\x13\n\x0bTemperature\x18\t \x01(\x02\x12\x0f\n\x07Penalty\x18\n \x01(\x02\x12\r\n\x05\x46\x31\x36KV\x18\x0b \x01(\x08\x12\x11\n\tDebugMode\x18\x0c \x01(\x08\x12\x13\n\x0bStopPrompts\x18\r \x03(\t\x12\x11\n\tIgnoreEOS\x18\x0e \x01(\x08\x12\x19\n\x11TailFreeSamplingZ\x18\x0f \x01(\x02\x12\x10\n\x08TypicalP\x18\x10 \x01(\x02\x12\x18\n\x10\x46requencyPenalty\x18\x11 \x01(\x02\x12\x17\n\x0fPresencePenalty\x18\x12 \x01(\x02\x12\x10\n\x08Mirostat\x18\x13 \x01(\x05\x12\x13\n\x0bMirostatETA\x18\x14 \x01(\x02\x12\x13\n\x0bMirostatTAU\x18\x15 \x01(\x02\x12\x12\n\nPenalizeNL\x18\x16 \x01(\x08\x12\x11\n\tLogitBias\x18\x17 \x01(\t\x12\r\n\x05MLock\x18\x19 \x01(\x08\x12\x0c\n\x04MMap\x18\x1a \x01(\x08\x12\x16\n\x0ePromptCacheAll\x18\x1b \x01(\x08\x12\x15\n\rPromptCacheRO\x18\x1c \x01(\x08\x12\x0f\n\x07Grammar\x18\x1d \x01(\t\x12\x0f\n\x07MainGPU\x18\x1e \x01(\t\x12\x13\n\x0bTensorSplit\x18\x1f \x01(\t\x12\x0c\n\x04TopP\x18 \x01(\x02\x12\x17\n\x0fPromptCachePath\x18! \x01(\t\x12\r\n\x05\x44\x65\x62ug\x18\" \x01(\x08\x12\x17\n\x0f\x45mbeddingTokens\x18# \x03(\x05\x12\x12\n\nEmbeddings\x18$ \x01(\t\x12\x14\n\x0cRopeFreqBase\x18% \x01(\x02\x12\x15\n\rRopeFreqScale\x18& \x01(\x02\x12\x1b\n\x13NegativePromptScale\x18\' \x01(\x02\x12\x16\n\x0eNegativePrompt\x18( \x01(\t\"\x18\n\x05Reply\x12\x0f\n\x07message\x18\x01 \x01(\t\"\xac\x02\n\x0cModelOptions\x12\r\n\x05Model\x18\x01 \x01(\t\x12\x13\n\x0b\x43ontextSize\x18\x02 \x01(\x05\x12\x0c\n\x04Seed\x18\x03 \x01(\x05\x12\x0e\n\x06NBatch\x18\x04 \x01(\x05\x12\x11\n\tF16Memory\x18\x05 \x01(\x08\x12\r\n\x05MLock\x18\x06 \x01(\x08\x12\x0c\n\x04MMap\x18\x07 \x01(\x08\x12\x11\n\tVocabOnly\x18\x08 \x01(\x08\x12\x0f\n\x07LowVRAM\x18\t \x01(\x08\x12\x12\n\nEmbeddings\x18\n \x01(\x08\x12\x0c\n\x04NUMA\x18\x0b \x01(\x08\x12\x12\n\nNGPULayers\x18\x0c \x01(\x05\x12\x0f\n\x07MainGPU\x18\r \x01(\t\x12\x13\n\x0bTensorSplit\x18\x0e \x01(\t\x12\x0f\n\x07Threads\x18\x0f \x01(\x05\x12\x19\n\x11LibrarySearchPath\x18\x10 \x01(\t\"*\n\x06Result\x12\x0f\n\x07message\x18\x01 \x01(\t\x12\x0f\n\x07success\x18\x02 \x01(\x08\"%\n\x0f\x45mbeddingResult\x12\x12\n\nembeddings\x18\x01 \x03(\x02\"C\n\x11TranscriptRequest\x12\x0b\n\x03\x64st\x18\x02 \x01(\t\x12\x10\n\x08language\x18\x03 \x01(\t\x12\x0f\n\x07threads\x18\x04 \x01(\r\"N\n\x10TranscriptResult\x12,\n\x08segments\x18\x01 \x03(\x0b\x32\x1a.backend.TranscriptSegment\x12\x0c\n\x04text\x18\x02 \x01(\t\"Y\n\x11TranscriptSegment\x12\n\n\x02id\x18\x01 \x01(\x05\x12\r\n\x05start\x18\x02 \x01(\x03\x12\x0b\n\x03\x65nd\x18\x03 \x01(\x03\x12\x0c\n\x04text\x18\x04 \x01(\t\x12\x0e\n\x06tokens\x18\x05 \x03(\x05\"\x9e\x01\n\x14GenerateImageRequest\x12\x0e\n\x06height\x18\x01 \x01(\x05\x12\r\n\x05width\x18\x02 \x01(\x05\x12\x0c\n\x04mode\x18\x03 \x01(\x05\x12\x0c\n\x04step\x18\x04 \x01(\x05\x12\x0c\n\x04seed\x18\x05 \x01(\x05\x12\x17\n\x0fpositive_prompt\x18\x06 \x01(\t\x12\x17\n\x0fnegative_prompt\x18\x07 \x01(\t\x12\x0b\n\x03\x64st\x18\x08 \x01(\t\"6\n\nTTSRequest\x12\x0c\n\x04text\x18\x01 \x01(\t\x12\r\n\x05model\x18\x02 \x01(\t\x12\x0b\n\x03\x64st\x18\x03 \x01(\t2\xeb\x03\n\x07\x42\x61\x63kend\x12\x32\n\x06Health\x12\x16.backend.HealthMessage\x1a\x0e.backend.Reply\"\x00\x12\x34\n\x07Predict\x12\x17.backend.PredictOptions\x1a\x0e.backend.Reply\"\x00\x12\x35\n\tLoadModel\x12\x15.backend.ModelOptions\x1a\x0f.backend.Result\"\x00\x12<\n\rPredictStream\x12\x17.backend.PredictOptions\x1a\x0e.backend.Reply\"\x00\x30\x01\x12@\n\tEmbedding\x12\x17.backend.PredictOptions\x1a\x18.backend.EmbeddingResult\"\x00\x12\x41\n\rGenerateImage\x12\x1d.backend.GenerateImageRequest\x1a\x0f.backend.Result\"\x00\x12M\n\x12\x41udioTranscription\x12\x1a.backend.TranscriptRequest\x1a\x19.backend.TranscriptResult\"\x00\x12-\n\x03TTS\x12\x13.backend.TTSRequest\x1a\x0f.backend.Result\"\x00\x42Z\n\x19io.skynet.localai.backendB\x0eLocalAIBackendP\x01Z+github.com/go-skynet/LocalAI/pkg/grpc/protob\x06proto3')
|
||||||
|
|
||||||
_globals = globals()
|
_globals = globals()
|
||||||
_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
|
_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
|
||||||
@ -25,25 +25,25 @@ if _descriptor._USE_C_DESCRIPTORS == False:
|
|||||||
_globals['_HEALTHMESSAGE']._serialized_start=26
|
_globals['_HEALTHMESSAGE']._serialized_start=26
|
||||||
_globals['_HEALTHMESSAGE']._serialized_end=41
|
_globals['_HEALTHMESSAGE']._serialized_end=41
|
||||||
_globals['_PREDICTOPTIONS']._serialized_start=44
|
_globals['_PREDICTOPTIONS']._serialized_start=44
|
||||||
_globals['_PREDICTOPTIONS']._serialized_end=720
|
_globals['_PREDICTOPTIONS']._serialized_end=818
|
||||||
_globals['_REPLY']._serialized_start=722
|
_globals['_REPLY']._serialized_start=820
|
||||||
_globals['_REPLY']._serialized_end=746
|
_globals['_REPLY']._serialized_end=844
|
||||||
_globals['_MODELOPTIONS']._serialized_start=749
|
_globals['_MODELOPTIONS']._serialized_start=847
|
||||||
_globals['_MODELOPTIONS']._serialized_end=1049
|
_globals['_MODELOPTIONS']._serialized_end=1147
|
||||||
_globals['_RESULT']._serialized_start=1051
|
_globals['_RESULT']._serialized_start=1149
|
||||||
_globals['_RESULT']._serialized_end=1093
|
_globals['_RESULT']._serialized_end=1191
|
||||||
_globals['_EMBEDDINGRESULT']._serialized_start=1095
|
_globals['_EMBEDDINGRESULT']._serialized_start=1193
|
||||||
_globals['_EMBEDDINGRESULT']._serialized_end=1132
|
_globals['_EMBEDDINGRESULT']._serialized_end=1230
|
||||||
_globals['_TRANSCRIPTREQUEST']._serialized_start=1134
|
_globals['_TRANSCRIPTREQUEST']._serialized_start=1232
|
||||||
_globals['_TRANSCRIPTREQUEST']._serialized_end=1201
|
_globals['_TRANSCRIPTREQUEST']._serialized_end=1299
|
||||||
_globals['_TRANSCRIPTRESULT']._serialized_start=1203
|
_globals['_TRANSCRIPTRESULT']._serialized_start=1301
|
||||||
_globals['_TRANSCRIPTRESULT']._serialized_end=1281
|
_globals['_TRANSCRIPTRESULT']._serialized_end=1379
|
||||||
_globals['_TRANSCRIPTSEGMENT']._serialized_start=1283
|
_globals['_TRANSCRIPTSEGMENT']._serialized_start=1381
|
||||||
_globals['_TRANSCRIPTSEGMENT']._serialized_end=1372
|
_globals['_TRANSCRIPTSEGMENT']._serialized_end=1470
|
||||||
_globals['_GENERATEIMAGEREQUEST']._serialized_start=1375
|
_globals['_GENERATEIMAGEREQUEST']._serialized_start=1473
|
||||||
_globals['_GENERATEIMAGEREQUEST']._serialized_end=1533
|
_globals['_GENERATEIMAGEREQUEST']._serialized_end=1631
|
||||||
_globals['_TTSREQUEST']._serialized_start=1535
|
_globals['_TTSREQUEST']._serialized_start=1633
|
||||||
_globals['_TTSREQUEST']._serialized_end=1589
|
_globals['_TTSREQUEST']._serialized_end=1687
|
||||||
_globals['_BACKEND']._serialized_start=1592
|
_globals['_BACKEND']._serialized_start=1690
|
||||||
_globals['_BACKEND']._serialized_end=2083
|
_globals['_BACKEND']._serialized_end=2181
|
||||||
# @@protoc_insertion_point(module_scope)
|
# @@protoc_insertion_point(module_scope)
|
||||||
|
|||||||
11
go.mod
11
go.mod
@ -22,7 +22,7 @@ require (
|
|||||||
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
|
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
|
||||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230714185456-cfd70b69fcf5
|
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230714185456-cfd70b69fcf5
|
||||||
github.com/onsi/ginkgo/v2 v2.11.0
|
github.com/onsi/ginkgo/v2 v2.11.0
|
||||||
github.com/onsi/gomega v1.27.8
|
github.com/onsi/gomega v1.27.10
|
||||||
github.com/otiai10/openaigo v1.5.2
|
github.com/otiai10/openaigo v1.5.2
|
||||||
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5
|
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5
|
||||||
github.com/rs/zerolog v1.29.1
|
github.com/rs/zerolog v1.29.1
|
||||||
@ -39,7 +39,6 @@ require (
|
|||||||
require (
|
require (
|
||||||
github.com/dlclark/regexp2 v1.8.1 // indirect
|
github.com/dlclark/regexp2 v1.8.1 // indirect
|
||||||
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect
|
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect
|
||||||
github.com/go-skynet/go-llama.cpp-grammar v0.0.0-20230703203849-ffa57fbc3a12 // indirect
|
|
||||||
github.com/golang/protobuf v1.5.3 // indirect
|
github.com/golang/protobuf v1.5.3 // indirect
|
||||||
github.com/golang/snappy v0.0.2 // indirect
|
github.com/golang/snappy v0.0.2 // indirect
|
||||||
github.com/klauspost/pgzip v1.2.5 // indirect
|
github.com/klauspost/pgzip v1.2.5 // indirect
|
||||||
@ -72,17 +71,13 @@ require (
|
|||||||
github.com/mattn/go-isatty v0.0.19 // indirect
|
github.com/mattn/go-isatty v0.0.19 // indirect
|
||||||
github.com/mattn/go-runewidth v0.0.14 // indirect
|
github.com/mattn/go-runewidth v0.0.14 // indirect
|
||||||
github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760
|
github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760
|
||||||
github.com/philhofer/fwd v1.1.2 // indirect
|
|
||||||
github.com/rivo/uniseg v0.2.0 // indirect
|
github.com/rivo/uniseg v0.2.0 // indirect
|
||||||
github.com/russross/blackfriday/v2 v2.1.0 // indirect
|
github.com/russross/blackfriday/v2 v2.1.0 // indirect
|
||||||
github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94 // indirect
|
|
||||||
github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee // indirect
|
|
||||||
github.com/tinylib/msgp v1.1.8 // indirect
|
|
||||||
github.com/valyala/bytebufferpool v1.0.0 // indirect
|
github.com/valyala/bytebufferpool v1.0.0 // indirect
|
||||||
github.com/valyala/tcplisten v1.0.0 // indirect
|
github.com/valyala/tcplisten v1.0.0 // indirect
|
||||||
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 // indirect
|
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 // indirect
|
||||||
golang.org/x/net v0.10.0 // indirect
|
golang.org/x/net v0.12.0 // indirect
|
||||||
golang.org/x/sys v0.10.0 // indirect
|
golang.org/x/sys v0.10.0 // indirect
|
||||||
golang.org/x/text v0.9.0 // indirect
|
golang.org/x/text v0.11.0 // indirect
|
||||||
golang.org/x/tools v0.9.3 // indirect
|
golang.org/x/tools v0.9.3 // indirect
|
||||||
)
|
)
|
||||||
|
|||||||
57
go.sum
57
go.sum
@ -33,24 +33,16 @@ github.com/go-logr/logr v1.2.4 h1:g01GSCwiDw2xSZfjJ2/T9M+S6pFdcNtFYsp+Y43HYDQ=
|
|||||||
github.com/go-logr/logr v1.2.4/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
github.com/go-logr/logr v1.2.4/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||||
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa h1:gxr68r/6EWroay4iI81jxqGCDbKotY4+CiwdUkBz2NQ=
|
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa h1:gxr68r/6EWroay4iI81jxqGCDbKotY4+CiwdUkBz2NQ=
|
||||||
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa/go.mod h1:wc0fJ9V04yiYTfgKvE5RUUSRQ5Kzi0Bo4I+U3nNOUuA=
|
github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa/go.mod h1:wc0fJ9V04yiYTfgKvE5RUUSRQ5Kzi0Bo4I+U3nNOUuA=
|
||||||
github.com/go-skynet/go-bert.cpp v0.0.0-20230607105116-6069103f54b9 h1:wRGbDwNwPmSzoXVw/HLzXY4blpRvPWg7QW2OA0WKezA=
|
|
||||||
github.com/go-skynet/go-bert.cpp v0.0.0-20230607105116-6069103f54b9/go.mod h1:pXKCpYYXujMeAvgJHU6WoMfvYbr84563+J8+Ebkyr5U=
|
|
||||||
github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1 h1:yXvc7QfGtoZ51tUW/YVjoTwAfh8HG88XU7UOrbNlz5Y=
|
github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1 h1:yXvc7QfGtoZ51tUW/YVjoTwAfh8HG88XU7UOrbNlz5Y=
|
||||||
github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1/go.mod h1:fYjkCDRzC+oRLHSjQoajmYK6AmeJnmEanV27CClAcDc=
|
github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1/go.mod h1:fYjkCDRzC+oRLHSjQoajmYK6AmeJnmEanV27CClAcDc=
|
||||||
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230630204211-3fec197a1dc4 h1:LScGc8yWTS9wbS2RTOq6s+waeHElLIQDJg2SUCwrO3E=
|
|
||||||
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230630204211-3fec197a1dc4/go.mod h1:31j1odgFXP8hDSUVfH0zErKI5aYVP18ddYnPkwCso2A=
|
|
||||||
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230714203132-ffb09d7dd71e h1:4reMY29i1eOZaRaSTMPNyXI7X8RMNxCTfDDBXYzrbr0=
|
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230714203132-ffb09d7dd71e h1:4reMY29i1eOZaRaSTMPNyXI7X8RMNxCTfDDBXYzrbr0=
|
||||||
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230714203132-ffb09d7dd71e/go.mod h1:31j1odgFXP8hDSUVfH0zErKI5aYVP18ddYnPkwCso2A=
|
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230714203132-ffb09d7dd71e/go.mod h1:31j1odgFXP8hDSUVfH0zErKI5aYVP18ddYnPkwCso2A=
|
||||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230703203849-ffa57fbc3a12 h1:cfGZiZana0gPD0i8nmyOGTUQGb4N8PYqaBqhhukREPc=
|
|
||||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230703203849-ffa57fbc3a12/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
|
|
||||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230709163512-6c97625cca76 h1:NRdxo2MKi8qhWZXxu6CIZOkdH+LBERFz1kk22U1FD3k=
|
github.com/go-skynet/go-llama.cpp v0.0.0-20230709163512-6c97625cca76 h1:NRdxo2MKi8qhWZXxu6CIZOkdH+LBERFz1kk22U1FD3k=
|
||||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230709163512-6c97625cca76/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
|
github.com/go-skynet/go-llama.cpp v0.0.0-20230709163512-6c97625cca76/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
|
||||||
github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg7847qk6SyHyPtNmDHnmrv/HOrqktSC+C9fM+CJOE=
|
github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg7847qk6SyHyPtNmDHnmrv/HOrqktSC+C9fM+CJOE=
|
||||||
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 h1:tfuBGBXKqDEevZMzYi5KSi8KkcZtzBcTgAUUtapy0OI=
|
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 h1:tfuBGBXKqDEevZMzYi5KSi8KkcZtzBcTgAUUtapy0OI=
|
||||||
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572/go.mod h1:9Pwr4B2jHnOSGXyyzV8ROjYa2ojvAY6HCGYYfMoC3Ls=
|
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572/go.mod h1:9Pwr4B2jHnOSGXyyzV8ROjYa2ojvAY6HCGYYfMoC3Ls=
|
||||||
github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
|
github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
|
||||||
github.com/gofiber/fiber/v2 v2.47.0 h1:EN5lHVCc+Pyqh5OEsk8fzRiifgwpbrP0rulQ4iNf3fs=
|
|
||||||
github.com/gofiber/fiber/v2 v2.47.0/go.mod h1:mbFMVN1lQuzziTkkakgtKKdjfsXSw9BKR5lmcNksUoU=
|
|
||||||
github.com/gofiber/fiber/v2 v2.48.0 h1:cRVMCb9aUJDsyHxGFLwz/sGzDggdailZZyptU9F9cU0=
|
github.com/gofiber/fiber/v2 v2.48.0 h1:cRVMCb9aUJDsyHxGFLwz/sGzDggdailZZyptU9F9cU0=
|
||||||
github.com/gofiber/fiber/v2 v2.48.0/go.mod h1:xqJgfqrc23FJuqGOW6DVgi3HyZEm2Mn9pRqUb2kHSX8=
|
github.com/gofiber/fiber/v2 v2.48.0/go.mod h1:xqJgfqrc23FJuqGOW6DVgi3HyZEm2Mn9pRqUb2kHSX8=
|
||||||
github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
|
github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
|
||||||
@ -116,8 +108,6 @@ github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 h1:ZqeYNhU3OH
|
|||||||
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
|
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
|
||||||
github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
|
github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
|
||||||
github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
|
github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
|
||||||
github.com/mudler/go-ggllm.cpp v0.0.0-20230708215552-a6504d5bc137 h1:d+XGcCrw65q6KDUbF2wZBPVZ7i7kU6I7fKSX+UwzP7w=
|
|
||||||
github.com/mudler/go-ggllm.cpp v0.0.0-20230708215552-a6504d5bc137/go.mod h1:00giAi/vwF8LX29JBjkPQhtASsivPnGNzB6sdmk8JGE=
|
|
||||||
github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef h1:OJZtJ5vYhlkTJI0RHIl62kOkhiINQEhZgsXlwmmNDhM=
|
github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef h1:OJZtJ5vYhlkTJI0RHIl62kOkhiINQEhZgsXlwmmNDhM=
|
||||||
github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef/go.mod h1:00giAi/vwF8LX29JBjkPQhtASsivPnGNzB6sdmk8JGE=
|
github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef/go.mod h1:00giAi/vwF8LX29JBjkPQhtASsivPnGNzB6sdmk8JGE=
|
||||||
github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760 h1:OFVkSxR7CRSRSNm5dvpMRZwmSwWa8EMMnHbc84fW5tU=
|
github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760 h1:OFVkSxR7CRSRSNm5dvpMRZwmSwWa8EMMnHbc84fW5tU=
|
||||||
@ -126,8 +116,6 @@ github.com/mudler/go-processmanager v0.0.0-20220724164624-c45b5c61312d h1:/lAg9v
|
|||||||
github.com/mudler/go-processmanager v0.0.0-20220724164624-c45b5c61312d/go.mod h1:HGGAOJhipApckwNV8ZTliRJqxctUv3xRY+zbQEwuytc=
|
github.com/mudler/go-processmanager v0.0.0-20220724164624-c45b5c61312d/go.mod h1:HGGAOJhipApckwNV8ZTliRJqxctUv3xRY+zbQEwuytc=
|
||||||
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af h1:XFq6OUqsWQam0OrEr05okXsJK/TQur3zoZTHbiZD3Ks=
|
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af h1:XFq6OUqsWQam0OrEr05okXsJK/TQur3zoZTHbiZD3Ks=
|
||||||
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af/go.mod h1:8ufRkpz/S/9ahkaxzZ5i4WMgO9w4InEhuRoT7vK5Rnw=
|
github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af/go.mod h1:8ufRkpz/S/9ahkaxzZ5i4WMgO9w4InEhuRoT7vK5Rnw=
|
||||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230708212935-d611d107479f h1:FtXRIjsBvoBQ5xmA26QbzyG4RjV2U5lOpUgP4npITOM=
|
|
||||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230708212935-d611d107479f/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
|
|
||||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230714185456-cfd70b69fcf5 h1:bmQnxyKiqCu8i2y/N/Sf0coWoG2/Ed12YGQeb7lTnjo=
|
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230714185456-cfd70b69fcf5 h1:bmQnxyKiqCu8i2y/N/Sf0coWoG2/Ed12YGQeb7lTnjo=
|
||||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230714185456-cfd70b69fcf5/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
|
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230714185456-cfd70b69fcf5/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
|
||||||
github.com/nwaples/rardecode v1.1.0 h1:vSxaY8vQhOcVr4mm5e8XllHWTiM4JF507A0Katqw7MQ=
|
github.com/nwaples/rardecode v1.1.0 h1:vSxaY8vQhOcVr4mm5e8XllHWTiM4JF507A0Katqw7MQ=
|
||||||
@ -146,14 +134,13 @@ github.com/onsi/gomega v1.10.1/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1y
|
|||||||
github.com/onsi/gomega v1.16.0/go.mod h1:HnhC7FXeEQY45zxNK3PPoIUhzk/80Xly9PcubAlGdZY=
|
github.com/onsi/gomega v1.16.0/go.mod h1:HnhC7FXeEQY45zxNK3PPoIUhzk/80Xly9PcubAlGdZY=
|
||||||
github.com/onsi/gomega v1.27.8 h1:gegWiwZjBsf2DgiSbf5hpokZ98JVDMcWkUiigk6/KXc=
|
github.com/onsi/gomega v1.27.8 h1:gegWiwZjBsf2DgiSbf5hpokZ98JVDMcWkUiigk6/KXc=
|
||||||
github.com/onsi/gomega v1.27.8/go.mod h1:2J8vzI/s+2shY9XHRApDkdgPo1TKT7P2u6fXeJKFnNQ=
|
github.com/onsi/gomega v1.27.8/go.mod h1:2J8vzI/s+2shY9XHRApDkdgPo1TKT7P2u6fXeJKFnNQ=
|
||||||
|
github.com/onsi/gomega v1.27.10 h1:naR28SdDFlqrG6kScpT8VWpu1xWY5nJRCF3XaYyBjhI=
|
||||||
|
github.com/onsi/gomega v1.27.10/go.mod h1:RsS8tutOdbdgzbPtzzATp12yT7kM5I5aElG3evPbQ0M=
|
||||||
github.com/otiai10/mint v1.6.1 h1:kgbTJmOpp/0ce7hk3H8jiSuR0MXmpwWRfqUdKww17qg=
|
github.com/otiai10/mint v1.6.1 h1:kgbTJmOpp/0ce7hk3H8jiSuR0MXmpwWRfqUdKww17qg=
|
||||||
github.com/otiai10/openaigo v1.5.2 h1:YnNDisZmA4syArF3IxMCIrfgZOq30PLV219gPY7n2z8=
|
github.com/otiai10/openaigo v1.5.2 h1:YnNDisZmA4syArF3IxMCIrfgZOq30PLV219gPY7n2z8=
|
||||||
github.com/otiai10/openaigo v1.5.2/go.mod h1:kIaXc3V+Xy5JLplcBxehVyGYDtufHp3PFPy04jOwOAI=
|
github.com/otiai10/openaigo v1.5.2/go.mod h1:kIaXc3V+Xy5JLplcBxehVyGYDtufHp3PFPy04jOwOAI=
|
||||||
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5 h1:Ii+DKncOVM8Cu1Hc+ETb5K+23HdAMvESYE3ZJ5b5cMI=
|
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5 h1:Ii+DKncOVM8Cu1Hc+ETb5K+23HdAMvESYE3ZJ5b5cMI=
|
||||||
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5/go.mod h1:iIss55rKnNBTvrwdmkUpLnDpZoAHvWaiq5+iMmen4AE=
|
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5/go.mod h1:iIss55rKnNBTvrwdmkUpLnDpZoAHvWaiq5+iMmen4AE=
|
||||||
github.com/philhofer/fwd v1.1.1/go.mod h1:gk3iGcWd9+svBvR0sR+KPcfE+RNWozjowpeBVG3ZVNU=
|
|
||||||
github.com/philhofer/fwd v1.1.2 h1:bnDivRJ1EWPjUIRXV5KfORO897HTbpFAQddBdE8t7Gw=
|
|
||||||
github.com/philhofer/fwd v1.1.2/go.mod h1:qkPdfjR2SIEbspLqpe1tO4n5yICnr2DY7mqEx2tUTP0=
|
|
||||||
github.com/pierrec/lz4/v4 v4.1.2 h1:qvY3YFXRQE/XB8MlLzJH7mSzBs74eA2gg52YTk6jUPM=
|
github.com/pierrec/lz4/v4 v4.1.2 h1:qvY3YFXRQE/XB8MlLzJH7mSzBs74eA2gg52YTk6jUPM=
|
||||||
github.com/pierrec/lz4/v4 v4.1.2/go.mod h1:gZWDp/Ze/IJXGXf23ltt2EXimqmTUXEy0GFuRQyBid4=
|
github.com/pierrec/lz4/v4 v4.1.2/go.mod h1:gZWDp/Ze/IJXGXf23ltt2EXimqmTUXEy0GFuRQyBid4=
|
||||||
github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
|
github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
|
||||||
@ -168,25 +155,13 @@ github.com/rs/zerolog v1.29.1 h1:cO+d60CHkknCbvzEWxP0S9K6KqyTjrCNUy1LdQLCGPc=
|
|||||||
github.com/rs/zerolog v1.29.1/go.mod h1:Le6ESbR7hc+DP6Lt1THiV8CQSdkkNrd3R0XbEgp3ZBU=
|
github.com/rs/zerolog v1.29.1/go.mod h1:Le6ESbR7hc+DP6Lt1THiV8CQSdkkNrd3R0XbEgp3ZBU=
|
||||||
github.com/russross/blackfriday/v2 v2.1.0 h1:JIOH55/0cWyOuilr9/qlrm0BSXldqnqwMsf35Ld67mk=
|
github.com/russross/blackfriday/v2 v2.1.0 h1:JIOH55/0cWyOuilr9/qlrm0BSXldqnqwMsf35Ld67mk=
|
||||||
github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
|
github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
|
||||||
github.com/sashabaranov/go-openai v1.13.0 h1:EAusFfnhaMaaUspUZ2+MbB/ZcVeD4epJmTOlZ+8AcAE=
|
|
||||||
github.com/sashabaranov/go-openai v1.13.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
|
|
||||||
github.com/sashabaranov/go-openai v1.14.0 h1:D1yAB+DHElgbJFdYyjxfTWMFzhddn+PwZmkQ039L7mQ=
|
github.com/sashabaranov/go-openai v1.14.0 h1:D1yAB+DHElgbJFdYyjxfTWMFzhddn+PwZmkQ039L7mQ=
|
||||||
github.com/sashabaranov/go-openai v1.14.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
|
github.com/sashabaranov/go-openai v1.14.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
|
||||||
github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94 h1:rmMl4fXJhKMNWl+K+r/fq4FbbKI+Ia2m9hYBLm2h4G4=
|
|
||||||
github.com/savsgio/dictpool v0.0.0-20221023140959-7bf2e61cea94/go.mod h1:90zrgN3D/WJsDd1iXHT96alCoN2KJo6/4x1DZC3wZs8=
|
|
||||||
github.com/savsgio/gotils v0.0.0-20220530130905-52f3993e8d6d/go.mod h1:Gy+0tqhJvgGlqnTF8CVGP0AaGRjwBtXs/a5PA0Y3+A4=
|
|
||||||
github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee h1:8Iv5m6xEo1NR1AvpV+7XmhI4r39LGNzwUL4YpMuL5vk=
|
|
||||||
github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee/go.mod h1:qwtSXrKuJh/zsFQ12yEE89xfCrGKK63Rr7ctU/uCo4g=
|
|
||||||
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
|
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
|
||||||
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
|
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
|
||||||
github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA=
|
github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA=
|
||||||
github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
|
github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
|
||||||
github.com/stretchr/testify v1.8.2 h1:+h33VjcLVPDHtOdpUCuF+7gSuG3yGIftsP1YvFihtJ8=
|
github.com/stretchr/testify v1.8.2 h1:+h33VjcLVPDHtOdpUCuF+7gSuG3yGIftsP1YvFihtJ8=
|
||||||
github.com/tinylib/msgp v1.1.6/go.mod h1:75BAfg2hauQhs3qedfdDZmWAPcFMAvJE5b9rGOMufyw=
|
|
||||||
github.com/tinylib/msgp v1.1.8 h1:FCXC1xanKO4I8plpHGH2P7koL/RzZs12l/+r7vakfm0=
|
|
||||||
github.com/tinylib/msgp v1.1.8/go.mod h1:qkpG+2ldGg4xRFmx+jfTvZPxfGFhi64BcnL9vkCm/Tw=
|
|
||||||
github.com/tmc/langchaingo v0.0.0-20230709010448-a875e6bc0c54 h1:MZSC3/pdBzkoPG49uTRvtEepOQKdbdgaT1aLtaEwxx4=
|
|
||||||
github.com/tmc/langchaingo v0.0.0-20230709010448-a875e6bc0c54/go.mod h1:RsMJqgUynOtr2jWNhUF41R3j6SDkKq9c8UfE0nJYBb4=
|
|
||||||
github.com/tmc/langchaingo v0.0.0-20230713201705-dcf7ecdc8ac8 h1:wdJigYmmIRCuXhCkADDr53Oa1fp/WlxCPoVXR2r7GrU=
|
github.com/tmc/langchaingo v0.0.0-20230713201705-dcf7ecdc8ac8 h1:wdJigYmmIRCuXhCkADDr53Oa1fp/WlxCPoVXR2r7GrU=
|
||||||
github.com/tmc/langchaingo v0.0.0-20230713201705-dcf7ecdc8ac8/go.mod h1:mTzgQfAGwmBz2hhQELZfu2bwsbHwyKHA6IHOa+9LDFg=
|
github.com/tmc/langchaingo v0.0.0-20230713201705-dcf7ecdc8ac8/go.mod h1:mTzgQfAGwmBz2hhQELZfu2bwsbHwyKHA6IHOa+9LDFg=
|
||||||
github.com/ulikunitz/xz v0.5.8/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
|
github.com/ulikunitz/xz v0.5.8/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
|
||||||
@ -205,31 +180,24 @@ github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8/go.mod h1:HUYIGzjTL3rfEspMx
|
|||||||
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 h1:bAn7/zixMGCfxrRTfdpNzjtPYqr8smhKouy9mxVdGPU=
|
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 h1:bAn7/zixMGCfxrRTfdpNzjtPYqr8smhKouy9mxVdGPU=
|
||||||
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673/go.mod h1:N3UwUGtsrSj3ccvlPHLoLsHnpR27oXr4ZE984MbSER8=
|
github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673/go.mod h1:N3UwUGtsrSj3ccvlPHLoLsHnpR27oXr4ZE984MbSER8=
|
||||||
github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
|
github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
|
||||||
github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
|
|
||||||
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
|
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
|
||||||
golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
|
golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
|
||||||
golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
|
golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
|
||||||
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
|
|
||||||
golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
|
golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
|
||||||
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
|
|
||||||
golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
|
|
||||||
golang.org/x/mod v0.10.0 h1:lFO9qtOdlre5W1jxS3r/4szv2/6iXxScdzjoBMXNhYk=
|
golang.org/x/mod v0.10.0 h1:lFO9qtOdlre5W1jxS3r/4szv2/6iXxScdzjoBMXNhYk=
|
||||||
golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
|
golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
|
||||||
golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
|
golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
|
||||||
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
|
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
|
||||||
golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
|
golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
|
||||||
golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
|
golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
|
||||||
golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
|
|
||||||
golang.org/x/net v0.0.0-20210428140749-89ef3d95e781/go.mod h1:OJAsFXCWl8Ukc7SiCT/9KSuxbyM7479/AVlXFRxuMCk=
|
golang.org/x/net v0.0.0-20210428140749-89ef3d95e781/go.mod h1:OJAsFXCWl8Ukc7SiCT/9KSuxbyM7479/AVlXFRxuMCk=
|
||||||
golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
|
|
||||||
golang.org/x/net v0.3.0/go.mod h1:MBQ8lrhLObU/6UmLb4fmbmk5OcyYmqtbGd/9yIeKjEE=
|
|
||||||
golang.org/x/net v0.10.0 h1:X2//UzNDwYmtCLn7To6G58Wr6f5ahEAQgKNzv9Y951M=
|
golang.org/x/net v0.10.0 h1:X2//UzNDwYmtCLn7To6G58Wr6f5ahEAQgKNzv9Y951M=
|
||||||
golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
|
golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
|
||||||
|
golang.org/x/net v0.12.0 h1:cfawfvKITfUsFCeJIHJrbSxpeu/E81khclypR0GVT50=
|
||||||
|
golang.org/x/net v0.12.0/go.mod h1:zEVYFnQC7m/vmpQFELhcD1EWkZlX69l4oqgmer6hfKA=
|
||||||
golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
||||||
golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
||||||
golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
||||||
golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
|
||||||
golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
|
|
||||||
golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
|
golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
|
||||||
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
|
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
|
||||||
golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
||||||
@ -242,34 +210,23 @@ golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7w
|
|||||||
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
||||||
golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
||||||
golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
|
||||||
golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
|
||||||
golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
||||||
golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
||||||
golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
|
||||||
golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
|
||||||
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
||||||
golang.org/x/sys v0.3.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
|
||||||
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
||||||
golang.org/x/sys v0.9.0 h1:KS/R3tvhPqvJvwcKfnBHJwwthS11LRhmM5D59eEXa0s=
|
|
||||||
golang.org/x/sys v0.9.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
|
||||||
golang.org/x/sys v0.10.0 h1:SqMFp9UcQJZa+pmYuAKjd9xq1f0j5rLcDIk0mj4qAsA=
|
golang.org/x/sys v0.10.0 h1:SqMFp9UcQJZa+pmYuAKjd9xq1f0j5rLcDIk0mj4qAsA=
|
||||||
golang.org/x/sys v0.10.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
golang.org/x/sys v0.10.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
|
||||||
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
|
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
|
||||||
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
|
|
||||||
golang.org/x/term v0.3.0/go.mod h1:q750SLmJuPmVoN1blW3UFBPREJfb1KmY3vwxfr+nFDA=
|
|
||||||
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
|
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
|
||||||
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
||||||
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
||||||
golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
|
|
||||||
golang.org/x/text v0.5.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
|
|
||||||
golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE=
|
golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE=
|
||||||
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
|
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
|
||||||
|
golang.org/x/text v0.11.0 h1:LAntKIrcmeSKERyiOh0XMV39LXS8IE9UL2yP7+f5ij4=
|
||||||
|
golang.org/x/text v0.11.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
|
||||||
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
|
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
|
||||||
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
|
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
|
||||||
golang.org/x/tools v0.0.0-20201022035929-9cf592e881e9/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
|
|
||||||
golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
|
golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
|
||||||
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
|
|
||||||
golang.org/x/tools v0.4.0/go.mod h1:UE5sM2OK9E/d67R0ANs2xJizIymRP5gJU295PvKXxjQ=
|
|
||||||
golang.org/x/tools v0.9.3 h1:Gn1I8+64MsuTb/HpH+LmQtNas23LhUVr3rYZ0eKuaMM=
|
golang.org/x/tools v0.9.3 h1:Gn1I8+64MsuTb/HpH+LmQtNas23LhUVr3rYZ0eKuaMM=
|
||||||
golang.org/x/tools v0.9.3/go.mod h1:owI94Op576fPu3cIGQeHs3joujW/2Oc6MtlxbF5dfNc=
|
golang.org/x/tools v0.9.3/go.mod h1:owI94Op576fPu3cIGQeHs3joujW/2Oc6MtlxbF5dfNc=
|
||||||
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
|
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
|
||||||
@ -288,8 +245,6 @@ google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzi
|
|||||||
google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
|
google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
|
||||||
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
|
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
|
||||||
google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
|
google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
|
||||||
google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
|
|
||||||
google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
|
|
||||||
google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
|
google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
|
||||||
google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
|
google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
|
||||||
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
|
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
|
||||||
|
|||||||
@ -1,170 +0,0 @@
|
|||||||
package llama
|
|
||||||
|
|
||||||
// This is a wrapper to statisfy the GRPC service interface
|
|
||||||
// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
|
|
||||||
import (
|
|
||||||
"fmt"
|
|
||||||
|
|
||||||
"github.com/go-skynet/LocalAI/pkg/grpc/base"
|
|
||||||
pb "github.com/go-skynet/LocalAI/pkg/grpc/proto"
|
|
||||||
"github.com/go-skynet/go-llama.cpp-grammar"
|
|
||||||
)
|
|
||||||
|
|
||||||
type LLM struct {
|
|
||||||
base.Base
|
|
||||||
|
|
||||||
llama *llama.LLama
|
|
||||||
}
|
|
||||||
|
|
||||||
func (llm *LLM) Load(opts *pb.ModelOptions) error {
|
|
||||||
llamaOpts := []llama.ModelOption{}
|
|
||||||
|
|
||||||
if opts.ContextSize != 0 {
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetContext(int(opts.ContextSize)))
|
|
||||||
}
|
|
||||||
if opts.F16Memory {
|
|
||||||
llamaOpts = append(llamaOpts, llama.EnableF16Memory)
|
|
||||||
}
|
|
||||||
if opts.Embeddings {
|
|
||||||
llamaOpts = append(llamaOpts, llama.EnableEmbeddings)
|
|
||||||
}
|
|
||||||
if opts.NGPULayers != 0 {
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetGPULayers(int(opts.NGPULayers)))
|
|
||||||
}
|
|
||||||
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetMMap(opts.MMap))
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetMainGPU(opts.MainGPU))
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetTensorSplit(opts.TensorSplit))
|
|
||||||
if opts.NBatch != 0 {
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetNBatch(int(opts.NBatch)))
|
|
||||||
} else {
|
|
||||||
llamaOpts = append(llamaOpts, llama.SetNBatch(512))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.NUMA {
|
|
||||||
llamaOpts = append(llamaOpts, llama.EnableNUMA)
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.LowVRAM {
|
|
||||||
llamaOpts = append(llamaOpts, llama.EnabelLowVRAM)
|
|
||||||
}
|
|
||||||
|
|
||||||
model, err := llama.New(opts.Model, llamaOpts...)
|
|
||||||
llm.llama = model
|
|
||||||
return err
|
|
||||||
}
|
|
||||||
|
|
||||||
func buildPredictOptions(opts *pb.PredictOptions) []llama.PredictOption {
|
|
||||||
predictOptions := []llama.PredictOption{
|
|
||||||
llama.SetTemperature(float64(opts.Temperature)),
|
|
||||||
llama.SetTopP(float64(opts.TopP)),
|
|
||||||
llama.SetTopK(int(opts.TopK)),
|
|
||||||
llama.SetTokens(int(opts.Tokens)),
|
|
||||||
llama.SetThreads(int(opts.Threads)),
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.PromptCacheAll {
|
|
||||||
predictOptions = append(predictOptions, llama.EnablePromptCacheAll)
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.PromptCacheRO {
|
|
||||||
predictOptions = append(predictOptions, llama.EnablePromptCacheRO)
|
|
||||||
}
|
|
||||||
|
|
||||||
predictOptions = append(predictOptions, llama.WithGrammar(opts.Grammar))
|
|
||||||
|
|
||||||
// Expected absolute path
|
|
||||||
if opts.PromptCachePath != "" {
|
|
||||||
predictOptions = append(predictOptions, llama.SetPathPromptCache(opts.PromptCachePath))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.Mirostat != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetMirostat(int(opts.Mirostat)))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.MirostatETA != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetMirostatETA(float64(opts.MirostatETA)))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.MirostatTAU != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetMirostatTAU(float64(opts.MirostatTAU)))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.Debug {
|
|
||||||
predictOptions = append(predictOptions, llama.Debug)
|
|
||||||
}
|
|
||||||
|
|
||||||
predictOptions = append(predictOptions, llama.SetStopWords(opts.StopPrompts...))
|
|
||||||
|
|
||||||
if opts.PresencePenalty != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetPenalty(float64(opts.PresencePenalty)))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.NKeep != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetNKeep(int(opts.NKeep)))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.Batch != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetBatch(int(opts.Batch)))
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.F16KV {
|
|
||||||
predictOptions = append(predictOptions, llama.EnableF16KV)
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.IgnoreEOS {
|
|
||||||
predictOptions = append(predictOptions, llama.IgnoreEOS)
|
|
||||||
}
|
|
||||||
|
|
||||||
if opts.Seed != 0 {
|
|
||||||
predictOptions = append(predictOptions, llama.SetSeed(int(opts.Seed)))
|
|
||||||
}
|
|
||||||
|
|
||||||
//predictOptions = append(predictOptions, llama.SetLogitBias(c.Seed))
|
|
||||||
|
|
||||||
predictOptions = append(predictOptions, llama.SetFrequencyPenalty(float64(opts.FrequencyPenalty)))
|
|
||||||
predictOptions = append(predictOptions, llama.SetMlock(opts.MLock))
|
|
||||||
predictOptions = append(predictOptions, llama.SetMemoryMap(opts.MMap))
|
|
||||||
predictOptions = append(predictOptions, llama.SetPredictionMainGPU(opts.MainGPU))
|
|
||||||
predictOptions = append(predictOptions, llama.SetPredictionTensorSplit(opts.TensorSplit))
|
|
||||||
predictOptions = append(predictOptions, llama.SetTailFreeSamplingZ(float64(opts.TailFreeSamplingZ)))
|
|
||||||
predictOptions = append(predictOptions, llama.SetTypicalP(float64(opts.TypicalP)))
|
|
||||||
return predictOptions
|
|
||||||
}
|
|
||||||
|
|
||||||
func (llm *LLM) Predict(opts *pb.PredictOptions) (string, error) {
|
|
||||||
return llm.llama.Predict(opts.Prompt, buildPredictOptions(opts)...)
|
|
||||||
}
|
|
||||||
|
|
||||||
func (llm *LLM) PredictStream(opts *pb.PredictOptions, results chan string) error {
|
|
||||||
predictOptions := buildPredictOptions(opts)
|
|
||||||
|
|
||||||
predictOptions = append(predictOptions, llama.SetTokenCallback(func(token string) bool {
|
|
||||||
results <- token
|
|
||||||
return true
|
|
||||||
}))
|
|
||||||
|
|
||||||
go func() {
|
|
||||||
_, err := llm.llama.Predict(opts.Prompt, predictOptions...)
|
|
||||||
if err != nil {
|
|
||||||
fmt.Println("err: ", err)
|
|
||||||
}
|
|
||||||
close(results)
|
|
||||||
}()
|
|
||||||
|
|
||||||
return nil
|
|
||||||
}
|
|
||||||
|
|
||||||
func (llm *LLM) Embeddings(opts *pb.PredictOptions) ([]float32, error) {
|
|
||||||
predictOptions := buildPredictOptions(opts)
|
|
||||||
|
|
||||||
if len(opts.EmbeddingTokens) > 0 {
|
|
||||||
tokens := []int{}
|
|
||||||
for _, t := range opts.EmbeddingTokens {
|
|
||||||
tokens = append(tokens, int(t))
|
|
||||||
}
|
|
||||||
return llm.llama.TokenEmbeddings(tokens, predictOptions...)
|
|
||||||
}
|
|
||||||
|
|
||||||
return llm.llama.Embeddings(opts.Embeddings, predictOptions...)
|
|
||||||
}
|
|
||||||
@ -61,6 +61,11 @@ func buildPredictOptions(opts *pb.PredictOptions) []llama.PredictOption {
|
|||||||
llama.SetTopK(int(opts.TopK)),
|
llama.SetTopK(int(opts.TopK)),
|
||||||
llama.SetTokens(int(opts.Tokens)),
|
llama.SetTokens(int(opts.Tokens)),
|
||||||
llama.SetThreads(int(opts.Threads)),
|
llama.SetThreads(int(opts.Threads)),
|
||||||
|
llama.WithGrammar(opts.Grammar),
|
||||||
|
llama.SetRopeFreqBase(float64(opts.RopeFreqBase)),
|
||||||
|
llama.SetRopeFreqScale(float64(opts.RopeFreqScale)),
|
||||||
|
llama.SetNegativePromptScale(float64(opts.NegativePromptScale)),
|
||||||
|
llama.SetNegativePrompt(opts.NegativePrompt),
|
||||||
}
|
}
|
||||||
|
|
||||||
if opts.PromptCacheAll {
|
if opts.PromptCacheAll {
|
||||||
|
|||||||
@ -64,41 +64,45 @@ type PredictOptions struct {
|
|||||||
sizeCache protoimpl.SizeCache
|
sizeCache protoimpl.SizeCache
|
||||||
unknownFields protoimpl.UnknownFields
|
unknownFields protoimpl.UnknownFields
|
||||||
|
|
||||||
Prompt string `protobuf:"bytes,1,opt,name=Prompt,proto3" json:"Prompt,omitempty"`
|
Prompt string `protobuf:"bytes,1,opt,name=Prompt,proto3" json:"Prompt,omitempty"`
|
||||||
Seed int32 `protobuf:"varint,2,opt,name=Seed,proto3" json:"Seed,omitempty"`
|
Seed int32 `protobuf:"varint,2,opt,name=Seed,proto3" json:"Seed,omitempty"`
|
||||||
Threads int32 `protobuf:"varint,3,opt,name=Threads,proto3" json:"Threads,omitempty"`
|
Threads int32 `protobuf:"varint,3,opt,name=Threads,proto3" json:"Threads,omitempty"`
|
||||||
Tokens int32 `protobuf:"varint,4,opt,name=Tokens,proto3" json:"Tokens,omitempty"`
|
Tokens int32 `protobuf:"varint,4,opt,name=Tokens,proto3" json:"Tokens,omitempty"`
|
||||||
TopK int32 `protobuf:"varint,5,opt,name=TopK,proto3" json:"TopK,omitempty"`
|
TopK int32 `protobuf:"varint,5,opt,name=TopK,proto3" json:"TopK,omitempty"`
|
||||||
Repeat int32 `protobuf:"varint,6,opt,name=Repeat,proto3" json:"Repeat,omitempty"`
|
Repeat int32 `protobuf:"varint,6,opt,name=Repeat,proto3" json:"Repeat,omitempty"`
|
||||||
Batch int32 `protobuf:"varint,7,opt,name=Batch,proto3" json:"Batch,omitempty"`
|
Batch int32 `protobuf:"varint,7,opt,name=Batch,proto3" json:"Batch,omitempty"`
|
||||||
NKeep int32 `protobuf:"varint,8,opt,name=NKeep,proto3" json:"NKeep,omitempty"`
|
NKeep int32 `protobuf:"varint,8,opt,name=NKeep,proto3" json:"NKeep,omitempty"`
|
||||||
Temperature float32 `protobuf:"fixed32,9,opt,name=Temperature,proto3" json:"Temperature,omitempty"`
|
Temperature float32 `protobuf:"fixed32,9,opt,name=Temperature,proto3" json:"Temperature,omitempty"`
|
||||||
Penalty float32 `protobuf:"fixed32,10,opt,name=Penalty,proto3" json:"Penalty,omitempty"`
|
Penalty float32 `protobuf:"fixed32,10,opt,name=Penalty,proto3" json:"Penalty,omitempty"`
|
||||||
F16KV bool `protobuf:"varint,11,opt,name=F16KV,proto3" json:"F16KV,omitempty"`
|
F16KV bool `protobuf:"varint,11,opt,name=F16KV,proto3" json:"F16KV,omitempty"`
|
||||||
DebugMode bool `protobuf:"varint,12,opt,name=DebugMode,proto3" json:"DebugMode,omitempty"`
|
DebugMode bool `protobuf:"varint,12,opt,name=DebugMode,proto3" json:"DebugMode,omitempty"`
|
||||||
StopPrompts []string `protobuf:"bytes,13,rep,name=StopPrompts,proto3" json:"StopPrompts,omitempty"`
|
StopPrompts []string `protobuf:"bytes,13,rep,name=StopPrompts,proto3" json:"StopPrompts,omitempty"`
|
||||||
IgnoreEOS bool `protobuf:"varint,14,opt,name=IgnoreEOS,proto3" json:"IgnoreEOS,omitempty"`
|
IgnoreEOS bool `protobuf:"varint,14,opt,name=IgnoreEOS,proto3" json:"IgnoreEOS,omitempty"`
|
||||||
TailFreeSamplingZ float32 `protobuf:"fixed32,15,opt,name=TailFreeSamplingZ,proto3" json:"TailFreeSamplingZ,omitempty"`
|
TailFreeSamplingZ float32 `protobuf:"fixed32,15,opt,name=TailFreeSamplingZ,proto3" json:"TailFreeSamplingZ,omitempty"`
|
||||||
TypicalP float32 `protobuf:"fixed32,16,opt,name=TypicalP,proto3" json:"TypicalP,omitempty"`
|
TypicalP float32 `protobuf:"fixed32,16,opt,name=TypicalP,proto3" json:"TypicalP,omitempty"`
|
||||||
FrequencyPenalty float32 `protobuf:"fixed32,17,opt,name=FrequencyPenalty,proto3" json:"FrequencyPenalty,omitempty"`
|
FrequencyPenalty float32 `protobuf:"fixed32,17,opt,name=FrequencyPenalty,proto3" json:"FrequencyPenalty,omitempty"`
|
||||||
PresencePenalty float32 `protobuf:"fixed32,18,opt,name=PresencePenalty,proto3" json:"PresencePenalty,omitempty"`
|
PresencePenalty float32 `protobuf:"fixed32,18,opt,name=PresencePenalty,proto3" json:"PresencePenalty,omitempty"`
|
||||||
Mirostat int32 `protobuf:"varint,19,opt,name=Mirostat,proto3" json:"Mirostat,omitempty"`
|
Mirostat int32 `protobuf:"varint,19,opt,name=Mirostat,proto3" json:"Mirostat,omitempty"`
|
||||||
MirostatETA float32 `protobuf:"fixed32,20,opt,name=MirostatETA,proto3" json:"MirostatETA,omitempty"`
|
MirostatETA float32 `protobuf:"fixed32,20,opt,name=MirostatETA,proto3" json:"MirostatETA,omitempty"`
|
||||||
MirostatTAU float32 `protobuf:"fixed32,21,opt,name=MirostatTAU,proto3" json:"MirostatTAU,omitempty"`
|
MirostatTAU float32 `protobuf:"fixed32,21,opt,name=MirostatTAU,proto3" json:"MirostatTAU,omitempty"`
|
||||||
PenalizeNL bool `protobuf:"varint,22,opt,name=PenalizeNL,proto3" json:"PenalizeNL,omitempty"`
|
PenalizeNL bool `protobuf:"varint,22,opt,name=PenalizeNL,proto3" json:"PenalizeNL,omitempty"`
|
||||||
LogitBias string `protobuf:"bytes,23,opt,name=LogitBias,proto3" json:"LogitBias,omitempty"`
|
LogitBias string `protobuf:"bytes,23,opt,name=LogitBias,proto3" json:"LogitBias,omitempty"`
|
||||||
MLock bool `protobuf:"varint,25,opt,name=MLock,proto3" json:"MLock,omitempty"`
|
MLock bool `protobuf:"varint,25,opt,name=MLock,proto3" json:"MLock,omitempty"`
|
||||||
MMap bool `protobuf:"varint,26,opt,name=MMap,proto3" json:"MMap,omitempty"`
|
MMap bool `protobuf:"varint,26,opt,name=MMap,proto3" json:"MMap,omitempty"`
|
||||||
PromptCacheAll bool `protobuf:"varint,27,opt,name=PromptCacheAll,proto3" json:"PromptCacheAll,omitempty"`
|
PromptCacheAll bool `protobuf:"varint,27,opt,name=PromptCacheAll,proto3" json:"PromptCacheAll,omitempty"`
|
||||||
PromptCacheRO bool `protobuf:"varint,28,opt,name=PromptCacheRO,proto3" json:"PromptCacheRO,omitempty"`
|
PromptCacheRO bool `protobuf:"varint,28,opt,name=PromptCacheRO,proto3" json:"PromptCacheRO,omitempty"`
|
||||||
Grammar string `protobuf:"bytes,29,opt,name=Grammar,proto3" json:"Grammar,omitempty"`
|
Grammar string `protobuf:"bytes,29,opt,name=Grammar,proto3" json:"Grammar,omitempty"`
|
||||||
MainGPU string `protobuf:"bytes,30,opt,name=MainGPU,proto3" json:"MainGPU,omitempty"`
|
MainGPU string `protobuf:"bytes,30,opt,name=MainGPU,proto3" json:"MainGPU,omitempty"`
|
||||||
TensorSplit string `protobuf:"bytes,31,opt,name=TensorSplit,proto3" json:"TensorSplit,omitempty"`
|
TensorSplit string `protobuf:"bytes,31,opt,name=TensorSplit,proto3" json:"TensorSplit,omitempty"`
|
||||||
TopP float32 `protobuf:"fixed32,32,opt,name=TopP,proto3" json:"TopP,omitempty"`
|
TopP float32 `protobuf:"fixed32,32,opt,name=TopP,proto3" json:"TopP,omitempty"`
|
||||||
PromptCachePath string `protobuf:"bytes,33,opt,name=PromptCachePath,proto3" json:"PromptCachePath,omitempty"`
|
PromptCachePath string `protobuf:"bytes,33,opt,name=PromptCachePath,proto3" json:"PromptCachePath,omitempty"`
|
||||||
Debug bool `protobuf:"varint,34,opt,name=Debug,proto3" json:"Debug,omitempty"`
|
Debug bool `protobuf:"varint,34,opt,name=Debug,proto3" json:"Debug,omitempty"`
|
||||||
EmbeddingTokens []int32 `protobuf:"varint,35,rep,packed,name=EmbeddingTokens,proto3" json:"EmbeddingTokens,omitempty"`
|
EmbeddingTokens []int32 `protobuf:"varint,35,rep,packed,name=EmbeddingTokens,proto3" json:"EmbeddingTokens,omitempty"`
|
||||||
Embeddings string `protobuf:"bytes,36,opt,name=Embeddings,proto3" json:"Embeddings,omitempty"`
|
Embeddings string `protobuf:"bytes,36,opt,name=Embeddings,proto3" json:"Embeddings,omitempty"`
|
||||||
|
RopeFreqBase float32 `protobuf:"fixed32,37,opt,name=RopeFreqBase,proto3" json:"RopeFreqBase,omitempty"`
|
||||||
|
RopeFreqScale float32 `protobuf:"fixed32,38,opt,name=RopeFreqScale,proto3" json:"RopeFreqScale,omitempty"`
|
||||||
|
NegativePromptScale float32 `protobuf:"fixed32,39,opt,name=NegativePromptScale,proto3" json:"NegativePromptScale,omitempty"`
|
||||||
|
NegativePrompt string `protobuf:"bytes,40,opt,name=NegativePrompt,proto3" json:"NegativePrompt,omitempty"`
|
||||||
}
|
}
|
||||||
|
|
||||||
func (x *PredictOptions) Reset() {
|
func (x *PredictOptions) Reset() {
|
||||||
@ -378,6 +382,34 @@ func (x *PredictOptions) GetEmbeddings() string {
|
|||||||
return ""
|
return ""
|
||||||
}
|
}
|
||||||
|
|
||||||
|
func (x *PredictOptions) GetRopeFreqBase() float32 {
|
||||||
|
if x != nil {
|
||||||
|
return x.RopeFreqBase
|
||||||
|
}
|
||||||
|
return 0
|
||||||
|
}
|
||||||
|
|
||||||
|
func (x *PredictOptions) GetRopeFreqScale() float32 {
|
||||||
|
if x != nil {
|
||||||
|
return x.RopeFreqScale
|
||||||
|
}
|
||||||
|
return 0
|
||||||
|
}
|
||||||
|
|
||||||
|
func (x *PredictOptions) GetNegativePromptScale() float32 {
|
||||||
|
if x != nil {
|
||||||
|
return x.NegativePromptScale
|
||||||
|
}
|
||||||
|
return 0
|
||||||
|
}
|
||||||
|
|
||||||
|
func (x *PredictOptions) GetNegativePrompt() string {
|
||||||
|
if x != nil {
|
||||||
|
return x.NegativePrompt
|
||||||
|
}
|
||||||
|
return ""
|
||||||
|
}
|
||||||
|
|
||||||
// The response message containing the result
|
// The response message containing the result
|
||||||
type Reply struct {
|
type Reply struct {
|
||||||
state protoimpl.MessageState
|
state protoimpl.MessageState
|
||||||
@ -1064,7 +1096,7 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
|
|||||||
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||||||
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||||||
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|
||||||
@ -1130,121 +1162,131 @@ var file_pkg_grpc_proto_backend_proto_rawDesc = []byte{
|
|||||||
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||||||
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0x6f, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
|
||||||
0x6b, 0x67, 0x2f, 0x67, 0x72, 0x70, 0x63, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x06, 0x70,
|
|
||||||
0x72, 0x6f, 0x74, 0x6f, 0x33,
|
|
||||||
}
|
}
|
||||||
|
|
||||||
var (
|
var (
|
||||||
|
|||||||
@ -57,6 +57,10 @@ message PredictOptions {
|
|||||||
bool Debug = 34;
|
bool Debug = 34;
|
||||||
repeated int32 EmbeddingTokens = 35;
|
repeated int32 EmbeddingTokens = 35;
|
||||||
string Embeddings = 36;
|
string Embeddings = 36;
|
||||||
|
float RopeFreqBase = 37;
|
||||||
|
float RopeFreqScale = 38;
|
||||||
|
float NegativePromptScale = 39;
|
||||||
|
string NegativePrompt = 40;
|
||||||
}
|
}
|
||||||
|
|
||||||
// The response message containing the result
|
// The response message containing the result
|
||||||
|
|||||||
@ -35,7 +35,6 @@ const (
|
|||||||
Gpt4All = "gpt4all"
|
Gpt4All = "gpt4all"
|
||||||
FalconBackend = "falcon"
|
FalconBackend = "falcon"
|
||||||
FalconGGMLBackend = "falcon-ggml"
|
FalconGGMLBackend = "falcon-ggml"
|
||||||
LlamaGrammarBackend = "llama-grammar"
|
|
||||||
|
|
||||||
BertEmbeddingsBackend = "bert-embeddings"
|
BertEmbeddingsBackend = "bert-embeddings"
|
||||||
RwkvBackend = "rwkv"
|
RwkvBackend = "rwkv"
|
||||||
@ -51,7 +50,6 @@ var AutoLoadBackends []string = []string{
|
|||||||
FalconBackend,
|
FalconBackend,
|
||||||
GPTNeoXBackend,
|
GPTNeoXBackend,
|
||||||
BertEmbeddingsBackend,
|
BertEmbeddingsBackend,
|
||||||
LlamaGrammarBackend,
|
|
||||||
FalconGGMLBackend,
|
FalconGGMLBackend,
|
||||||
GPTJBackend,
|
GPTJBackend,
|
||||||
Gpt2Backend,
|
Gpt2Backend,
|
||||||
@ -230,7 +228,7 @@ func (ml *ModelLoader) BackendLoader(opts ...Option) (model *grpc.Client, err er
|
|||||||
}
|
}
|
||||||
|
|
||||||
switch backend {
|
switch backend {
|
||||||
case LlamaBackend, LlamaGrammarBackend, GPTJBackend, DollyBackend,
|
case LlamaBackend, GPTJBackend, DollyBackend,
|
||||||
MPTBackend, Gpt2Backend, FalconBackend,
|
MPTBackend, Gpt2Backend, FalconBackend,
|
||||||
GPTNeoXBackend, ReplitBackend, StarcoderBackend, BloomzBackend,
|
GPTNeoXBackend, ReplitBackend, StarcoderBackend, BloomzBackend,
|
||||||
RwkvBackend, LCHuggingFaceBackend, BertEmbeddingsBackend, FalconGGMLBackend, StableDiffusionBackend, WhisperBackend:
|
RwkvBackend, LCHuggingFaceBackend, BertEmbeddingsBackend, FalconGGMLBackend, StableDiffusionBackend, WhisperBackend:
|
||||||
|
|||||||
Loading…
x
Reference in New Issue
Block a user