mirror of
https://github.com/mudler/LocalAI.git
synced 2024-12-18 12:26:26 +00:00
parent
624092cb99
commit
8042e9a2d6
1
.dockerignore
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1
.dockerignore
Normal file
@ -0,0 +1 @@
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models/*.bin
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66
.github/workflows/image.yml
vendored
66
.github/workflows/image.yml
vendored
@ -12,68 +12,42 @@ jobs:
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docker:
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runs-on: ubuntu-latest
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steps:
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- name: Release space from worker
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run: |
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echo "Listing top largest packages"
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pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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head -n 30 <<< "${pkgs}"
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echo
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df -h
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echo
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sudo apt-get remove -y '^llvm-.*|^libllvm.*' || true
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sudo apt-get remove --auto-remove android-sdk-platform-tools || true
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sudo apt-get purge --auto-remove android-sdk-platform-tools || true
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sudo rm -rf /usr/local/lib/android
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sudo apt-get remove -y '^dotnet-.*|^aspnetcore-.*' || true
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sudo rm -rf /usr/share/dotnet
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sudo apt-get remove -y '^mono-.*' || true
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sudo apt-get remove -y '^ghc-.*' || true
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sudo apt-get remove -y '.*jdk.*|.*jre.*' || true
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sudo apt-get remove -y 'php.*' || true
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sudo apt-get remove -y hhvm powershell firefox monodoc-manual msbuild || true
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sudo apt-get remove -y '^google-.*' || true
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sudo apt-get remove -y azure-cli || true
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sudo apt-get remove -y '^mongo.*-.*|^postgresql-.*|^mysql-.*|^mssql-.*' || true
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sudo apt-get remove -y '^gfortran-.*' || true
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sudo apt-get autoremove -y
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sudo apt-get clean
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echo
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echo "Listing top largest packages"
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pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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head -n 30 <<< "${pkgs}"
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echo
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sudo rm -rfv build || true
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df -h
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- name: Checkout
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uses: actions/checkout@v3
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- name: Prepare
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id: prep
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run: |
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DOCKER_IMAGE=quay.io/go-skynet/llama-cli
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VERSION=latest
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VERSION=master
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SHORTREF=${GITHUB_SHA::8}
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# If this is git tag, use the tag name as a docker tag
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if [[ $GITHUB_REF == refs/tags/* ]]; then
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VERSION=${GITHUB_REF#refs/tags/}
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fi
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TAGS="${DOCKER_IMAGE}:${VERSION},${DOCKER_IMAGE}:${SHORTREF}"
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# If the VERSION looks like a version number, assume that
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# this is the most recent version of the image and also
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# tag it 'latest'.
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if [[ $VERSION =~ ^[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}$ ]]; then
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TAGS="$TAGS,${DOCKER_IMAGE}:latest"
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fi
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# Set output parameters.
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echo ::set-output name=tags::${TAGS}
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echo ::set-output name=docker_image::${DOCKER_IMAGE}
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echo ::set-output name=image::${DOCKER_IMAGE}:${VERSION}
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- name: Set up QEMU
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uses: docker/setup-qemu-action@master
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with:
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platforms: all
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- name: Set up Docker Buildx
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id: buildx
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uses: docker/setup-buildx-action@master
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- name: Login to DockerHub
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if: github.event_name != 'pull_request'
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uses: docker/login-action@v2
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@ -81,9 +55,23 @@ jobs:
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registry: quay.io
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username: ${{ secrets.QUAY_USERNAME }}
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password: ${{ secrets.QUAY_PASSWORD }}
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- uses: earthly/actions/setup-earthly@v1
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- name: Build PRs
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if: github.event_name != 'pull_request'
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uses: docker/build-push-action@v4
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with:
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builder: ${{ steps.buildx.outputs.name }}
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context: .
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file: ./Dockerfile
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platforms: linux/amd64,linux/arm64,linux/arm
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push: true
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tags: ${{ steps.prep.outputs.tags }}
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- name: Build
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run: |
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earthly config "global.conversion_parallelism" "1"
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earthly config "global.buildkit_max_parallelism" "1"
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earthly --push +image-all --IMAGE=${{ steps.prep.outputs.image }}
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if: github.event_name == 'pull_request'
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uses: docker/build-push-action@v4
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with:
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builder: ${{ steps.buildx.outputs.name }}
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context: .
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file: ./Dockerfile
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platforms: linux/amd64
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push: false
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tags: ${{ steps.prep.outputs.tags }}
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3
.gitignore
vendored
3
.gitignore
vendored
@ -1 +1,2 @@
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llama-cli
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llama-cli
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models/*.bin
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19
Dockerfile
Normal file
19
Dockerfile
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@ -0,0 +1,19 @@
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ARG GO_VERSION=1.20
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ARG DEBIAN_VERSION=11
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FROM golang:$GO_VERSION as builder
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WORKDIR /build
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RUN git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp
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RUN cd go-llama.cpp && make libbinding.a
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COPY go.mod ./
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COPY go.sum ./
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RUN go mod download
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RUN apt-get update
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COPY . .
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RUN go mod edit -replace github.com/go-skynet/go-llama.cpp=/build/go-llama.cpp
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RUN C_INCLUDE_PATH=/build/go-llama.cpp LIBRARY_PATH=/build/go-llama.cpp go build -o llama-cli ./
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FROM debian:$DEBIAN_VERSION
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COPY --from=builder /build/llama-cli /usr/bin/llama-cli
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ENTRYPOINT [ "/usr/bin/llama-cli" ]
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31
Earthfile
31
Earthfile
@ -1,32 +1,5 @@
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VERSION 0.7
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go-deps:
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ARG GO_VERSION=1.20
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FROM golang:$GO_VERSION
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WORKDIR /build
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COPY go.mod ./
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COPY go.sum ./
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RUN go mod download
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RUN apt-get update
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SAVE ARTIFACT go.mod AS LOCAL go.mod
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SAVE ARTIFACT go.sum AS LOCAL go.sum
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build:
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FROM +go-deps
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WORKDIR /build
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RUN git clone --recurse-submodules https://github.com/go-skynet/go-llama.cpp
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RUN cd go-llama.cpp && make libbinding.a
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COPY . .
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RUN go mod edit -replace github.com/go-skynet/go-llama.cpp=/build/go-llama.cpp
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RUN C_INCLUDE_PATH=$GOPATH/src/github.com/go-skynet/go-llama.cpp LIBRARY_PATH=$GOPATH/src/github.com/go-skynet/go-llama.cpp go build -o llama-cli ./
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SAVE ARTIFACT llama-cli AS LOCAL llama-cli
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image:
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FROM +go-deps
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ARG IMAGE=alpaca-cli-nomodel
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COPY +build/llama-cli /llama-cli
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ENTRYPOINT [ "/llama-cli" ]
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SAVE IMAGE --push $IMAGE
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image-all:
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BUILD --platform=linux/amd64 --platform=linux/arm64 +image
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FROM DOCKERFILE -f Dockerfile .
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SAVE ARTIFACT /usr/bin/llama-cli AS LOCAL llama-cli
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56
README.md
56
README.md
@ -7,6 +7,47 @@ It is compatible with the models supported by `llama.cpp`. You might need to con
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`llama-cli` doesn't shell-out, it uses https://github.com/go-skynet/go-llama.cpp, which is a golang binding of [llama.cpp](https://github.com/ggerganov/llama.cpp).
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## Usage
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You can use `docker-compose`:
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```bash
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git clone https://github.com/go-skynet/llama-cli
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cd llama-cli
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# copy your models to models/
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cp your-model.bin models/
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# (optional) Edit the .env file to set the number of concurrent threads used for inference
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# echo "THREADS=14" > .env
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# start with docker-compose
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docker compose up -d --build
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# Now API is accessible at localhost:8080
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curl http://localhost:8080/v1/models
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# {"object":"list","data":[{"id":"your-model.bin","object":"model"}]}
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curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d '{
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"model": "your-model.bin",
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"prompt": "A long time ago in a galaxy far, far away",
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"temperature": 0.7
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}'
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```
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Note: You can use a use a default template for every model in your model path, by creating a corresponding file with the `.tmpl` suffix next to your model. For instance, if the model is called `foo.bin`, you can create a sibiling file, `foo.bin.tmpl` which will be used as a default prompt, for instance this can be used with alpaca:
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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{{.Input}}
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### Response:
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```
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## Container images
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`llama-cli` comes by default as a container image. You can check out all the available images with corresponding tags [here](https://quay.io/repository/go-skynet/llama-cli?tab=tags&tag=latest)
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@ -158,16 +199,6 @@ Below is an instruction that describes a task. Write a response that appropriate
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### Response:
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```
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Note: You can use a use a default template for every model in your model path, by creating a corresponding file with the `.tmpl` suffix. For instance, if the model is called `foo.bin`, you can create a sibiling file, `foo.bin.tmpl` which will be used as a default prompt, for instance:
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```
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Below is an instruction that describes a task. Write a response that appropriately completes the request.
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### Instruction:
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{{.Input}}
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### Response:
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```
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## Using other models
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@ -229,9 +260,8 @@ In order to build the `llama-cli` container image locally you can use `docker`:
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```
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# build the image as "alpaca-image"
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docker run --privileged -v /var/run/docker.sock:/var/run/docker.sock --rm -t -v "$(pwd)":/workspace -v earthly-tmp:/tmp/earthly:rw earthly/earthly:v0.7.2 +image --IMAGE=alpaca-image
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# run the image
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docker run alpaca-image --instruction "What's an alpaca?"
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docker build -t llama-cli .
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docker run llama-cli --instruction "What's an alpaca?"
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```
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Or build the binary with:
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15
docker-compose.yaml
Normal file
15
docker-compose.yaml
Normal file
@ -0,0 +1,15 @@
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version: '3.6'
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services:
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api:
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image: quay.io/go-skynet/llama-cli:latest
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build: .
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volumes:
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- ./models:/models
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ports:
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- 8080:8080
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environment:
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- MODELS_PATH=/models
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- CONTEXT_SIZE=700
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- THREADS=$THREADS
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command: api
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0
models/.keep
Normal file
0
models/.keep
Normal file
Loading…
Reference in New Issue
Block a user