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Commit efd602c8 authored by xuxzh1's avatar xuxzh1 🎱
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.github/workflows/autodocs.yaml 0 → 100644
View file @ efd602c8
name: Automatic Documentation for Launcher
on:
pull_request:
jobs:
update_docs:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v2
- name: Set up Rust
uses: actions-rs/toolchain@v1
with:
profile: minimal
toolchain: stable
- name: Install Protocol Buffers compiler
run: |
sudo apt-get update
sudo apt-get install -y protobuf-compiler libprotobuf-dev
- name: Install Launcher
id: install-launcher
run: cargo install --path launcher/
- name: Install router
id: install-router
run: cargo install --path router/
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: '3.x'
- name: Check that documentation is up-to-date
run: |
python update_doc.py --check
.github/workflows/build.yaml
View file @ efd602c8
name: Build and push docker image to internal registry
on:
workflow_dispatch:
push:
branches:
- 'main'
tags:
- 'v*'
pull_request:
paths:
- ".github/workflows/build.yaml"
- "integration-tests/**"
- "server/**"
- "proto/**"
- "router/**"
- "launcher/**"
- "Cargo.lock"
- "rust-toolchain.toml"
- "Dockerfile"
branches:
- 'main'
workflow_call:
inputs:
hardware:
type: string
description: Hardware
# options:
# - cuda
# - rocm
# - intel
required: true
jobs:
start-runner:
name: Start self-hosted EC2 runner
runs-on: ubuntu-latest
env:
AWS_REGION: us-east-1
EC2_AMI_ID: ami-03cfed9ea28f4b002
EC2_INSTANCE_TYPE: g5.12xlarge
EC2_SUBNET_ID: subnet-931b34f5,subnet-ecb993cd,subnet-943dc2d8,subnet-45371f1a,subnet-ee93e0df,subnet-fddc3dfc
EC2_SECURITY_GROUP: sg-030175c435ac141d6
build-and-push:
outputs:
label: ${{ steps.start-ec2-runner.outputs.label }}
ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ env.AWS_REGION }}
- name: Start EC2 runner
id: start-ec2-runner
uses: philschmid/philschmid-ec2-github-runner@main
with:
mode: start
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
ec2-image-id: ${{ env.EC2_AMI_ID }}
ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
subnet-id: ${{ env.EC2_SUBNET_ID }}
security-group-id: ${{ env.EC2_SECURITY_GROUP }}
aws-resource-tags: > # optional, requires additional permissions
[
{"Key": "Name", "Value": "ec2-tgi-github-runner"},
{"Key": "GitHubRepository", "Value": "${{ github.repository }}"}
]
build-and-push-image:
docker_image: ${{ steps.final.outputs.docker_image }}
docker_devices: ${{ steps.final.outputs.docker_devices }}
runs_on: ${{ steps.final.outputs.runs_on }}
label: ${{ steps.final.outputs.label }}
concurrency:
group: ${{ github.workflow }}-build-and-push-image-${{ github.head_ref || github.run_id }}
group: ${{ github.workflow }}-build-and-push-image-${{ inputs.hardware }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs: start-runner # required to start the main job when the runner is ready
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
# TODO see with @Glegendre to get CPU runner here instead
runs-on: [self-hosted, nvidia-gpu , multi-gpu, 4-a10, ci]
permissions:
contents: write
packages: write
......@@ -72,33 +33,60 @@ jobs:
security-events: write
steps:
- name: Checkout repository
uses: actions/checkout@v3
- name: Initialize Docker Buildx
uses: docker/setup-buildx-action@v2.0.0
with:
install: true
uses: actions/checkout@v4
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Tailscale
uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
- name: Construct harware variables
shell: bash
run: |
case ${{ inputs.hardware }} in
cuda)
export dockerfile="Dockerfile"
export label_extension=""
export docker_devices=""
export runs_on="nvidia-gpu"
;;
rocm)
export dockerfile="Dockerfile_amd"
export label_extension="-rocm"
export docker_devices="/dev/kfd,/dev/dri"
# TODO Re-enable when they pass.
# export runs_on="amd-gpu-tgi"
export runs_on="ubuntu-latest"
;;
intel)
export dockerfile="Dockerfile_intel"
export label_extension="-intel"
export docker_devices=""
export runs_on="ubuntu-latest"
;;
esac
echo $dockerfile
echo "Dockerfile=${dockerfile}"
echo $label_extension
echo $docker_devices
echo $runs_on
echo "DOCKERFILE=${dockerfile}" >> $GITHUB_ENV
echo "LABEL=${label_extension}" >> $GITHUB_ENV
echo "DOCKER_DEVICES=${docker_devices}" >> $GITHUB_ENV
echo "RUNS_ON=${runs_on}" >> $GITHUB_ENV
- name: Initialize Docker Buildx
uses: docker/setup-buildx-action@v3
with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
install: true
config-inline: |
[registry."docker.io"]
mirrors = ["registry.github-runners.huggingface.tech"]
- name: Login to GitHub Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to internal Container Registry
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }}
password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }}
registry: registry.internal.huggingface.tech
- name: Login to Azure Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2.1.0
uses: docker/login-action@v3
with:
username: ${{ secrets.AZURE_DOCKER_USERNAME }}
password: ${{ secrets.AZURE_DOCKER_PASSWORD }}
......@@ -107,12 +95,12 @@ jobs:
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name == 'pull_request' }}
id: meta-pr
uses: docker/metadata-action@v4.3.0
uses: docker/metadata-action@v5
with:
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
registry-push.github-runners.huggingface.tech/api-inference/community/text-generation-inference
tags: |
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}${{ env.LABEL }}
# If main, release or tag
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name != 'pull_request' }}
......@@ -122,273 +110,62 @@ jobs:
flavor: |
latest=auto
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
registry-push.github-runners.huggingface.tech/api-inference/community/text-generation-inference
ghcr.io/huggingface/text-generation-inference
db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation-inference
tags: |
type=semver,pattern={{version}}
type=semver,pattern={{major}}.{{minor}}
type=raw,value=latest,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}
type=semver,pattern={{version}}${{ env.LABEL }}
type=semver,pattern={{major}}.{{minor}}${{ env.LABEL }}
type=raw,value=latest${{ env.LABEL }},enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}${{ env.LABEL }}
- name: Build and push Docker image
id: build-and-push
uses: docker/build-push-action@v4
with:
context: .
file: Dockerfile
file: ${{ env.DOCKERFILE }}
push: true
platforms: 'linux/amd64'
build-args: |
GIT_SHA=${{ env.GITHUB_SHA }}
DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }}
DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }}${{ env.LABEL }}
tags: ${{ steps.meta.outputs.tags || steps.meta-pr.outputs.tags }}
labels: ${{ steps.meta.outputs.labels || steps.meta-pr.outputs.labels }}
cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=min
cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=min
integration-tests:
cache-from: type=registry,ref=registry-push.github-runners.huggingface.tech/api-inference/community/text-generation-inference:cache${{ env.LABEL }},mode=min
cache-to: type=registry,ref=registry-push.github-runners.huggingface.tech/api-inference/community/text-generation-inference:cache${{ env.LABEL }},mode=min
- name: Final
id: final
run: |
echo "docker_image=registry-push.github-runners.huggingface.tech/api-inference/community/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT}}${{ env.LABEL }}" >> "$GITHUB_OUTPUT"
echo "docker_devices=${{ env.DOCKER_DEVICES }}" >> "$GITHUB_OUTPUT"
echo "runs_on=${{ env.RUNS_ON }}" >> "$GITHUB_OUTPUT"
echo "label=${{ env.LABEL }}" >> "$GITHUB_OUTPUT"
integration_tests:
concurrency:
group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
group: ${{ github.workflow }}-${{ github.job }}-${{ needs.build-and-push.outputs.label }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs:
- start-runner
- build-and-push-image # Wait for the docker image to be built
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
needs: build-and-push
runs-on: ["self-hosted", "${{ needs.build-and-push.outputs.runs_on }}", "multi-gpu"]
if: needs.build-and-push.outputs.runs_on != 'ubuntu-latest'
env:
DOCKER_VOLUME: /cache
PYTEST_FLAGS: ${{ (startsWith(github.ref, 'refs/tags/') || github.ref == 'refs/heads/main') && '--release' || '' }}
steps:
- uses: actions/checkout@v2
- name: Checkout repository
uses: actions/checkout@v4
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
- name: Tailscale
uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
- name: Prepare disks
run: |
sudo mkfs -t ext4 /dev/nvme1n1
sudo mkdir ${{ env.DOCKER_VOLUME }}
sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }}
python-version: "3.10"
- name: Install
run: |
make install-integration-tests
- name: Run tests
run: |
export DOCKER_IMAGE=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }}
export HUGGING_FACE_HUB_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }}
pytest -s -vv integration-tests
build-and-push-image-rocm:
concurrency:
group: ${{ github.workflow }}-build-and-push-image-rocm-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs:
- start-runner
- build-and-push-image # Wait for the main docker image to be built
- integration-tests # Wait for the main integration-tests
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
permissions:
contents: write
packages: write
# This is used to complete the identity challenge
# with sigstore/fulcio when running outside of PRs.
id-token: write
security-events: write
steps:
- name: Checkout repository
uses: actions/checkout@v3
- name: Initialize Docker Buildx
uses: docker/setup-buildx-action@v2.0.0
with:
install: true
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Tailscale
uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
- name: Login to GitHub Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to internal Container Registry
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }}
password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }}
registry: registry.internal.huggingface.tech
- name: Login to Azure Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.AZURE_DOCKER_USERNAME }}
password: ${{ secrets.AZURE_DOCKER_PASSWORD }}
registry: db4c2190dd824d1f950f5d1555fbadf0.azurecr.io
# If pull request
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name == 'pull_request' }}
id: meta-pr
uses: docker/metadata-action@v4.3.0
with:
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
tags: |
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}-rocm
# If main, release or tag
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name != 'pull_request' }}
id: meta
uses: docker/metadata-action@v4.3.0
with:
flavor: |
latest=false
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
ghcr.io/huggingface/text-generation-inference
db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation-inference
tags: |
type=semver,pattern={{version}}-rocm
type=semver,pattern={{major}}.{{minor}}-rocm
type=raw,value=latest-rocm,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}-rocm
- name: Build and push Docker image
id: build-and-push
uses: docker/build-push-action@v4
with:
context: .
file: Dockerfile_amd
push: true
platforms: 'linux/amd64'
build-args: |
GIT_SHA=${{ env.GITHUB_SHA }}
DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }}-rocm
tags: ${{ steps.meta.outputs.tags || steps.meta-pr.outputs.tags }}
labels: ${{ steps.meta.outputs.labels || steps.meta-pr.outputs.labels }}
cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache-rocm,mode=min
cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache-rocm,mode=min
build-and-push-image-intel:
concurrency:
group: ${{ github.workflow }}-build-and-push-image-intel-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs:
- start-runner
- build-and-push-image # Wait for the main docker image to be built
- integration-tests # Wait for the main integration-tests
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
permissions:
contents: write
packages: write
# This is used to complete the identity challenge
# with sigstore/fulcio when running outside of PRs.
id-token: write
security-events: write
steps:
- name: Checkout repository
uses: actions/checkout@v3
- name: Initialize Docker Buildx
uses: docker/setup-buildx-action@v2.0.0
with:
install: true
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Tailscale
uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
with:
authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
- name: Login to GitHub Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Login to internal Container Registry
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }}
password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }}
registry: registry.internal.huggingface.tech
- name: Login to Azure Container Registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v2.1.0
with:
username: ${{ secrets.AZURE_DOCKER_USERNAME }}
password: ${{ secrets.AZURE_DOCKER_PASSWORD }}
registry: db4c2190dd824d1f950f5d1555fbadf0.azurecr.io
# If pull request
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name == 'pull_request' }}
id: meta-pr
uses: docker/metadata-action@v4.3.0
with:
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
tags: |
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}-intel
# If main, release or tag
- name: Extract metadata (tags, labels) for Docker
if: ${{ github.event_name != 'pull_request' }}
id: meta
uses: docker/metadata-action@v4.3.0
with:
flavor: |
latest=false
images: |
registry.internal.huggingface.tech/api-inference/community/text-generation-inference
ghcr.io/huggingface/text-generation-inference
db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation-inference
tags: |
type=semver,pattern={{version}}-intel
type=semver,pattern={{major}}.{{minor}}-intel
type=raw,value=latest-intel,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}-intel
- name: Build and push Docker image
id: build-and-push
uses: docker/build-push-action@v4
with:
context: .
file: Dockerfile_intel
push: true
platforms: 'linux/amd64'
build-args: |
GIT_SHA=${{ env.GITHUB_SHA }}
DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }}-intel
tags: ${{ steps.meta.outputs.tags || steps.meta-pr.outputs.tags }}
labels: ${{ steps.meta.outputs.labels || steps.meta-pr.outputs.labels }}
cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache-intel,mode=min
cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache-intel,mode=min
stop-runner:
name: Stop self-hosted EC2 runner
needs:
- start-runner
- build-and-push-image
- build-and-push-image-rocm
- build-and-push-image-intel
- integration-tests
runs-on: ubuntu-latest
env:
AWS_REGION: us-east-1
if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ env.AWS_REGION }}
- name: Stop EC2 runner
uses: philschmid/philschmid-ec2-github-runner@main
with:
mode: stop
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
label: ${{ needs.start-runner.outputs.label }}
ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }}
export DOCKER_VOLUME=/mnt/cache
export DOCKER_IMAGE=${{ needs.build-and-push.outputs.docker_image }}
export DOCKER_DEVICES=${{ needs.build-and-push.outputs.docker_devices }}
export HF_TOKEN=${{ secrets.HF_TOKEN }}
echo $DOCKER_IMAGE
pytest -s -vv integration-tests ${PYTEST_FLAGS}
.github/workflows/build_documentation.yaml 0 → 100644
View file @ efd602c8
name: Build documentation
on:
push:
paths:
- "docs/source/**"
branches:
- main
- doc-builder*
- v*-release
jobs:
build:
uses: huggingface/doc-builder/.github/workflows/build_main_documentation.yml@main
with:
commit_sha: ${{ github.sha }}
package: text-generation-inference
additional_args: --not_python_module
secrets:
hf_token: ${{ secrets.HF_DOC_BUILD_PUSH }}
.github/workflows/build_pr_documentation.yaml 0 → 100644
View file @ efd602c8
name: Build PR Documentation
on:
pull_request:
paths:
- "docs/source/**"
concurrency:
group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
jobs:
build:
uses: huggingface/doc-builder/.github/workflows/build_pr_documentation.yaml@main
with:
commit_sha: ${{ github.event.pull_request.head.sha }}
pr_number: ${{ github.event.number }}
package: text-generation-inference
additional_args: --not_python_module
.github/workflows/ci_build.yaml 0 → 100644
View file @ efd602c8
name: CI build
on:
push:
branches:
- 'main'
tags:
- 'v*'
pull_request:
paths:
- ".github/workflows/build.yaml"
- "integration-tests/**"
- "server/**"
- "proto/**"
- "router/**"
- "launcher/**"
- "Cargo.lock"
- "rust-toolchain.toml"
- "Dockerfile"
- "Dockerfile_amd"
- "Dockerfile_intel"
branches:
- 'main'
jobs:
build:
strategy:
# super important if you want to see all results, even if one fails
# fail-fast is true by default
fail-fast: false
matrix:
hardware: ["cuda", "rocm", "intel"]
uses: ./.github/workflows/build.yaml # calls the one above ^
with:
hardware: ${{ matrix.hardware }}
secrets: inherit
.github/workflows/client-tests.yaml
View file @ efd602c8
......@@ -22,4 +22,5 @@ jobs:
- name: Run tests
run: |
pip install pytest pytest-asyncio
export HF_TOKEN=${{ secrets.HF_TOKEN }}
make python-client-tests
.github/workflows/integration_tests.yaml 0 → 100644
View file @ efd602c8
name: Integration tests
on:
workflow_call:
inputs:
docker_image:
type: string
description: Hardware
required: true
docker_devices:
type: string
description: Hardware
runs_on:
type: string
required: true
description: Hardware to run integration tests
jobs:
integration_tests:
concurrency:
group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
runs-on: ${{ inputs.runs_on }}
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Inject slug/short variables
uses: rlespinasse/github-slug-action@v4.4.1
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
- name: Install
run: |
make install-integration-tests
- name: Run tests
run: |
export DOCKER_VOLUME=/mnt/cache
export DOCKER_IMAGE=${{ inputs.docker_image }}
export DOCKER_DEVICES=${{ inputs.docker_devices }}
export HF_TOKEN=${{ secrets.HF_TOKEN }}
pytest -s -vv integration-tests
.github/workflows/load_test.yaml
View file @ efd602c8
......@@ -11,66 +11,24 @@ on:
- 'main'
jobs:
start-runner:
name: Start self-hosted EC2 runner
runs-on: ubuntu-latest
env:
AWS_REGION: eu-central-1
EC2_AMI_ID: ami-0ab09c07cfd194259
EC2_INSTANCE_TYPE: g5.12xlarge
EC2_SUBNET_ID: subnet-988fd9f2,subnet-6f56db13,subnet-6a039326
EC2_SECURITY_GROUP: sg-072f92ae3082936c6
outputs:
label: ${{ steps.start-ec2-runner.outputs.label }}
ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ env.AWS_REGION }}
- name: Start EC2 runner
id: start-ec2-runner
uses: philschmid/philschmid-ec2-github-runner@main
with:
mode: start
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
ec2-image-id: ${{ env.EC2_AMI_ID }}
ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
subnet-id: ${{ env.EC2_SUBNET_ID }}
security-group-id: ${{ env.EC2_SECURITY_GROUP }}
aws-resource-tags: > # optional, requires additional permissions
[
{"Key": "Name", "Value": "ec2-tgi-github-runner"},
{"Key": "GitHubRepository", "Value": "${{ github.repository }}"}
]
load-tests:
concurrency:
group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
cancel-in-progress: true
needs: start-runner # required to start the main job when the runner is ready
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
runs-on: [self-hosted, nvidia-gpu , multi-gpu, 4-a10, ci]
env:
DOCKER_VOLUME: /cache
steps:
- name: Checkout repository
uses: actions/checkout@v3
- name: Prepare disks
run: |
sudo mkfs -t ext4 /dev/nvme1n1
sudo mkdir ${{ env.DOCKER_VOLUME }}
sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }}
- name: Install k6
run: |
curl https://github.com/grafana/k6/releases/download/v0.44.0/k6-v0.44.0-linux-amd64.tar.gz -L | tar xvz --strip-components 1
- name: Start starcoder
run: |
docker run --name tgi-starcoder --rm --gpus all -p 3000:80 -v ${{ env.DOCKER_VOLUME }}:/data -e HUGGING_FACE_HUB_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }} --pull always -d ghcr.io/huggingface/text-generation-inference:latest --model-id bigcode/starcoder --num-shard 2 --max-batch-total-tokens 32768
docker run --name tgi-starcoder --rm --gpus all -p 3000:80 -v /mnt/cache:/data -e HF_TOKEN=${{ secrets.HF_TOKEN }} --pull always -d ghcr.io/huggingface/text-generation-inference:latest --model-id bigcode/starcoder --num-shard 2 --max-batch-total-tokens 32768
sleep 10
wget --timeout 10 --retry-on-http-error --waitretry=1 --tries=240 http://localhost:3000/health
......@@ -82,27 +40,3 @@ jobs:
if: ${{ always() }}
run: |
docker stop tgi-starcoder || true
stop-runner:
name: Stop self-hosted EC2 runner
needs:
- start-runner
- load-tests
runs-on: ubuntu-latest
env:
AWS_REGION: eu-central-1
if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: ${{ env.AWS_REGION }}
- name: Stop EC2 runner
uses: philschmid/philschmid-ec2-github-runner@main
with:
mode: stop
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
label: ${{ needs.start-runner.outputs.label }}
ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }}
.github/workflows/stale.yaml 0 → 100644
View file @ efd602c8
name: 'Close stale issues and PRs'
on:
schedule:
- cron: '30 1 * * *'
jobs:
stale:
runs-on: ubuntu-latest
steps:
- uses: actions/stale@v8
with:
stale-issue-message: 'This issue is stale because it has been open 30 days with no activity. Remove stale label or comment or this will be closed in 5 days.'
days-before-stale: 30
days-before-close: 5
.github/workflows/tests.yaml
View file @ efd602c8
......@@ -33,10 +33,9 @@ jobs:
- name: Install Rust
uses: actions-rs/toolchain@v1
with:
# Released on: 28 December, 2023
# Branched from master on: 10 November, 2023
# https://releases.rs/docs/1.75.0/
toolchain: 1.75.0
# Released on: 02 May, 2024
# https://releases.rs/docs/1.78.0/
toolchain: 1.79.0
override: true
components: rustfmt, clippy
- name: Install Protoc
......@@ -69,11 +68,11 @@ jobs:
~/.cargo/git
- name: Install
run: |
make install
make install-cpu
- name: Run server tests
run: |
pip install pytest
export HUGGING_FACE_HUB_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }}
export HF_TOKEN=${{ secrets.HF_TOKEN }}
pytest -s -vv server/tests
- name: Pre-commit checks
run: |
......
.github/workflows/trufflehog.yaml 0 → 100644
View file @ efd602c8
on:
push:
name: Secret Leaks
permissions:
contents: read
jobs:
trufflehog:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Secret Scanning
uses: trufflesecurity/trufflehog@main
.github/workflows/upload_pr_documentation.yaml 0 → 100644
View file @ efd602c8
name: Upload PR Documentation
on:
workflow_run:
workflows: ["Build PR Documentation"]
types:
- completed
jobs:
build:
uses: huggingface/doc-builder/.github/workflows/upload_pr_documentation.yml@main
with:
package_name: text-generation-inference
secrets:
hf_token: ${{ secrets.HF_DOC_BUILD_PUSH }}
comment_bot_token: ${{ secrets.COMMENT_BOT_TOKEN }}
.gitignore
View file @ efd602c8
......@@ -13,3 +13,4 @@ server/exllama_kernels/exllama_kernels/hip_buffers.cuh
server/exllama_kernels/exllama_kernels/exllama_ext_hip.cpp
data/
load_tests/*.json
CODE_OF_CONDUCT.md 0 → 100644
View file @ efd602c8
# Contributor Covenant Code of Conduct
## Our Pledge
We as members, contributors, and leaders pledge to make participation in our
community a harassment-free experience for everyone, regardless of age, body
size, visible or invisible disability, ethnicity, sex characteristics, gender
identity and expression, level of experience, education, socio-economic status,
nationality, personal appearance, race, caste, color, religion, or sexual
identity and orientation.
We pledge to act and interact in ways that contribute to an open, welcoming,
diverse, inclusive, and healthy community.
## Our Standards
Examples of behavior that contributes to a positive environment for our
community include:
* Demonstrating empathy and kindness toward other people
* Being respectful of differing opinions, viewpoints, and experiences
* Giving and gracefully accepting constructive feedback
* Accepting responsibility and apologizing to those affected by our mistakes,
and learning from the experience
* Focusing on what is best not just for us as individuals, but for the overall
community
Examples of unacceptable behavior include:
* The use of sexualized language or imagery, and sexual attention or advances of
any kind
* Trolling, insulting or derogatory comments, and personal or political attacks
* Public or private harassment
* Publishing others' private information, such as a physical or email address,
without their explicit permission
* Other conduct which could reasonably be considered inappropriate in a
professional setting
## Enforcement Responsibilities
Community leaders are responsible for clarifying and enforcing our standards of
acceptable behavior and will take appropriate and fair corrective action in
response to any behavior that they deem inappropriate, threatening, offensive,
or harmful.
Community leaders have the right and responsibility to remove, edit, or reject
comments, commits, code, wiki edits, issues, and other contributions that are
not aligned to this Code of Conduct, and will communicate reasons for moderation
decisions when appropriate.
## Scope
This Code of Conduct applies within all community spaces, and also applies when
an individual is officially representing the community in public spaces.
Examples of representing our community include using an official e-mail address,
posting via an official social media account, or acting as an appointed
representative at an online or offline event.
## Enforcement
Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported to the community leaders responsible for enforcement at
feedback@huggingface.co.
All complaints will be reviewed and investigated promptly and fairly.
All community leaders are obligated to respect the privacy and security of the
reporter of any incident.
## Enforcement Guidelines
Community leaders will follow these Community Impact Guidelines in determining
the consequences for any action they deem in violation of this Code of Conduct:
### 1. Correction
**Community Impact**: Use of inappropriate language or other behavior deemed
unprofessional or unwelcome in the community.
**Consequence**: A private, written warning from community leaders, providing
clarity around the nature of the violation and an explanation of why the
behavior was inappropriate. A public apology may be requested.
### 2. Warning
**Community Impact**: A violation through a single incident or series of
actions.
**Consequence**: A warning with consequences for continued behavior. No
interaction with the people involved, including unsolicited interaction with
those enforcing the Code of Conduct, for a specified period of time. This
includes avoiding interactions in community spaces as well as external channels
like social media. Violating these terms may lead to a temporary or permanent
ban.
### 3. Temporary Ban
**Community Impact**: A serious violation of community standards, including
sustained inappropriate behavior.
**Consequence**: A temporary ban from any sort of interaction or public
communication with the community for a specified period of time. No public or
private interaction with the people involved, including unsolicited interaction
with those enforcing the Code of Conduct, is allowed during this period.
Violating these terms may lead to a permanent ban.
### 4. Permanent Ban
**Community Impact**: Demonstrating a pattern of violation of community
standards, including sustained inappropriate behavior, harassment of an
individual, or aggression toward or disparagement of classes of individuals.
**Consequence**: A permanent ban from any sort of public interaction within the
community.
## Attribution
This Code of Conduct is adapted from the [Contributor Covenant][homepage],
version 2.1, available at
[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
Community Impact Guidelines were inspired by
[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
For answers to common questions about this code of conduct, see the FAQ at
[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
[https://www.contributor-covenant.org/translations][translations].
[homepage]: https://www.contributor-covenant.org
[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
[Mozilla CoC]: https://github.com/mozilla/diversity
[FAQ]: https://www.contributor-covenant.org/faq
[translations]: https://www.contributor-covenant.org/translations
CONTRIBUTING.md 0 → 100644
View file @ efd602c8
<!---
Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->
# Contribute to text-generation-inference
Everyone is welcome to contribute, and we value everybody's contribution. Code
contributions are not the only way to help the community. Answering questions, helping
others, and improving the documentation are also immensely valuable.
It also helps us if you spread the word! Reference the library in blog posts
about the awesome projects it made possible, shout out on Twitter every time it has
helped you, or simply ⭐️ the repository to say thank you.
However you choose to contribute, please be mindful and respect our
[code of conduct](https://github.com/huggingface/text-generation-inference/blob/main/CODE_OF_CONDUCT.md).
**This guide was heavily inspired by the awesome [scikit-learn guide to contributing](https://github.com/scikit-learn/scikit-learn/blob/main/CONTRIBUTING.md).**
## Ways to contribute
There are several ways you can contribute to text-generation-inference.
* Fix outstanding issues with the existing code.
* Submit issues related to bugs or desired new features.
* Contribute to the examples or to the documentation.
> All contributions are equally valuable to the community. 🥰
## Fixing outstanding issues
If you notice an issue with the existing code and have a fix in mind, feel free to [start contributing](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request) and open
a Pull Request!
## Submitting a bug-related issue or feature request
Do your best to follow these guidelines when submitting a bug-related issue or a feature
request. It will make it easier for us to come back to you quickly and with good
feedback.
### Did you find a bug?
The text-generation-inference library is robust and reliable thanks to users who report the problems they encounter.
Before you report an issue, we would really appreciate it if you could **make sure the bug was not
already reported** (use the search bar on GitHub under Issues). Your issue should also be related to bugs in the
library itself, and not your code.
Once you've confirmed the bug hasn't already been reported, please include the following information in your issue so
we can quickly resolve it:
* Your **OS type and version**, as well as your environment versions (versions of rust, python, and dependencies).
* A short, self-contained, code snippet that allows us to reproduce the bug.
* The *full* traceback if an exception is raised.
* Attach any other additional information, like screenshots, you think may help.
To get the OS and software versions automatically, you can re-run the launcher with the `--env` flag:
```bash
text-generation-launcher --env
```
This will precede the launch of the model with the information relative to your environment. We recommend pasting
that in your issue report.
### Do you want a new feature?
If there is a new feature you'd like to see in text-generation-inference, please open an issue and describe:
1. What is the *motivation* behind this feature? Is it related to a problem or frustration with the library? Is it
a feature related to something you need for a project? Is it something you worked on and think it could benefit
the community?
Whatever it is, we'd love to hear about it!
2. Describe your requested feature in as much detail as possible. The more you can tell us about it, the better
we'll be able to help you.
3. Provide a *code snippet* that demonstrates the feature's usage.
4. If the feature is related to a paper, please include a link.
If your issue is well written we're already 80% of the way there by the time you create it.
We have added [templates](https://github.com/huggingface/text-generation-inference/tree/main/.github/ISSUE_TEMPLATE)
to help you get started with your issue.
## Do you want to implement a new model?
New models are constantly released and if you want to implement a new model, please provide the following information:
* A short description of the model and a link to the paper.
* Link to the implementation if it is open-sourced.
* Link to the model weights if they are available.
If you are willing to contribute the model yourself, let us know so we can help you add it to text-generation-inference!
## Do you want to add documentation?
We're always looking for improvements to the documentation that make it more clear and accurate. Please let us know
how the documentation can be improved such as typos and any content that is missing, unclear or inaccurate. We'll be
happy to make the changes or help you make a contribution if you're interested!
## I want to become a maintainer of the project. How do I get there?
TGI is a project led and managed by Hugging Face as it powers our internal services. However, we are happy to have
motivated individuals from other organizations join us as maintainers with the goal of making TGI the best inference
service.
If you are such an individual (or organization), please reach out to us and let's collaborate.
Cargo.lock
View file @ efd602c8
......@@ -4,9 +4,9 @@ version = 3
[[package]]
name = "addr2line"
version = "0.21.0"
version = "0.22.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb"
checksum = "6e4503c46a5c0c7844e948c9a4d6acd9f50cccb4de1c48eb9e291ea17470c678"
dependencies = [
"gimli",
]
......@@ -48,47 +48,48 @@ checksum = "4aa90d7ce82d4be67b64039a3d588d38dbcc6736577de4a847025ce5b0c468d1"
[[package]]
name = "anstream"
version = "0.6.13"
version = "0.6.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d96bd03f33fe50a863e394ee9718a706f988b9079b20c3784fb726e7678b62fb"
checksum = "418c75fa768af9c03be99d17643f93f79bbba589895012a80e3452a19ddda15b"
dependencies = [
"anstyle",
"anstyle-parse",
"anstyle-query",
"anstyle-wincon",
"colorchoice",
"is_terminal_polyfill",
"utf8parse",
]
[[package]]
name = "anstyle"
version = "1.0.6"
version = "1.0.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8901269c6307e8d93993578286ac0edf7f195079ffff5ebdeea6a59ffb7e36bc"
checksum = "038dfcf04a5feb68e9c60b21c9625a54c2c0616e79b72b0fd87075a056ae1d1b"
[[package]]
name = "anstyle-parse"
version = "0.2.3"
version = "0.2.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c75ac65da39e5fe5ab759307499ddad880d724eed2f6ce5b5e8a26f4f387928c"
checksum = "c03a11a9034d92058ceb6ee011ce58af4a9bf61491aa7e1e59ecd24bd40d22d4"
dependencies = [
"utf8parse",
]
[[package]]
name = "anstyle-query"
version = "1.0.2"
version = "1.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e28923312444cdd728e4738b3f9c9cac739500909bb3d3c94b43551b16517648"
checksum = "ad186efb764318d35165f1758e7dcef3b10628e26d41a44bc5550652e6804391"
dependencies = [
"windows-sys 0.52.0",
]
[[package]]
name = "anstyle-wincon"
version = "3.0.2"
version = "3.0.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1cd54b81ec8d6180e24654d0b371ad22fc3dd083b6ff8ba325b72e00c87660a7"
checksum = "61a38449feb7068f52bb06c12759005cf459ee52bb4adc1d5a7c4322d716fb19"
dependencies = [
"anstyle",
"windows-sys 0.52.0",
......@@ -96,9 +97,9 @@ dependencies = [
[[package]]
name = "anyhow"
version = "1.0.82"
version = "1.0.86"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f538837af36e6f6a9be0faa67f9a314f8119e4e4b5867c6ab40ed60360142519"
checksum = "b3d1d046238990b9cf5bcde22a3fb3584ee5cf65fb2765f454ed428c7a0063da"
[[package]]
name = "arbitrary"
......@@ -120,7 +121,7 @@ checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.60",
"syn 2.0.68",
]
[[package]]
......@@ -159,7 +160,7 @@ checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.60",
"syn 2.0.68",
]
[[package]]
......@@ -170,14 +171,20 @@ checksum = "c6fa2087f2753a7da8cc1c0dbfcf89579dd57458e36769de5ac750b4671737ca"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.60",
"syn 2.0.68",
]
[[package]]
name = "atomic-waker"
version = "1.1.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
[[package]]
name = "autocfg"
version = "1.2.0"
version = "1.3.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f1fdabc7756949593fe60f30ec81974b613357de856987752631dea1e3394c80"
checksum = "0c4b4d0bd25bd0b74681c0ad21497610ce1b7c91b1022cd21c80c6fbdd9476b0"
[[package]]
name = "av1-grain"
......@@ -225,6 +232,33 @@ dependencies = [
"slotmap",
]
[[package]]
name = "aws-lc-rs"
version = "1.7.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "bf7d844e282b4b56750b2d4e893b2205581ded8709fddd2b6aa5418c150ca877"
dependencies = [
"aws-lc-sys",
"mirai-annotations",
"paste",
"zeroize",
]
[[package]]
name = "aws-lc-sys"
version = "0.18.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c3a2c29203f6bf296d01141cc8bb9dbd5ecd4c27843f2ee0767bcd5985a927da"
dependencies = [
"bindgen",
"cc",
"cmake",
"dunce",
"fs_extra",
"libc",
"paste",
]
[[package]]
name = "axum"
version = "0.6.20"
......@@ -232,13 +266,46 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3b829e4e32b91e643de6eafe82b1d90675f5874230191a4ffbc1b336dec4d6bf"
dependencies = [
"async-trait",
"axum-core",
"axum-core 0.3.4",
"bitflags 1.3.2",
"bytes",
"futures-util",
"http",
"http-body",
"hyper",
"http 0.2.12",
"http-body 0.4.6",
"hyper 0.14.29",
"itoa",
"matchit",
"memchr",
"mime",
"percent-encoding",
"pin-project-lite",
"rustversion",
"serde",
"serde_json",
"serde_path_to_error",
"serde_urlencoded",
"sync_wrapper 0.1.2",
"tokio",
"tower",
"tower-layer",
"tower-service",
]
[[package]]
name = "axum"
version = "0.7.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3a6c9af12842a67734c9a2e355436e5d03b22383ed60cf13cd0c18fbfe3dcbcf"
dependencies = [
"async-trait",
"axum-core 0.4.3",
"bytes",
"futures-util",
"http 1.1.0",
"http-body 1.0.0",
"http-body-util",
"hyper 1.3.1",
"hyper-util",
"itoa",
"matchit",
"memchr",
......@@ -250,11 +317,12 @@ dependencies = [
"serde_json",
"serde_path_to_error",
"serde_urlencoded",
"sync_wrapper",
"sync_wrapper 1.0.1",
"tokio",
"tower",
"tower-layer",
"tower-service",
"tracing",
]
[[package]]
......@@ -266,37 +334,58 @@ dependencies = [
"async-trait",
"bytes",
"futures-util",
"http",
"http-body",
"http 0.2.12",
"http-body 0.4.6",
"mime",
"rustversion",
"tower-layer",
"tower-service",
]
[[package]]
name = "axum-core"
version = "0.4.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a15c63fd72d41492dc4f497196f5da1fb04fb7529e631d73630d1b491e47a2e3"
dependencies = [
"async-trait",
"bytes",
"futures-util",
"http 1.1.0",
"http-body 1.0.0",
"http-body-util",
"mime",
"pin-project-lite",
"rustversion",
"sync_wrapper 0.1.2",
"tower-layer",
"tower-service",
"tracing",
]
[[package]]
name = "axum-tracing-opentelemetry"
version = "0.14.1"
version = "0.16.0"
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checksum = "e51733f11c9c4f72aa0c160008246859e340b00807569a0da0e7a1079b27ba85"
checksum = "0336d538f7abc86d282a4189614dfaa90810dfc2c6f6427eaf88e16311dd225d"
[[package]]
name = "unicode_categories"
......@@ -4047,16 +4446,16 @@ checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
[[package]]
name = "ureq"
version = "2.9.6"
version = "2.9.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "11f214ce18d8b2cbe84ed3aa6486ed3f5b285cf8d8fbdbce9f3f767a724adc35"
checksum = "d11a831e3c0b56e438a28308e7c810799e3c118417f342d30ecec080105395cd"
dependencies = [
"base64 0.21.7",
"base64 0.22.1",
"flate2",
"log",
"native-tls",
"once_cell",
"rustls 0.22.3",
"rustls 0.22.4",
"rustls-pki-types",
"rustls-webpki",
"serde",
......@@ -4067,9 +4466,9 @@ dependencies = [
[[package]]
name = "url"
version = "2.5.0"
version = "2.5.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "31e6302e3bb753d46e83516cae55ae196fc0c309407cf11ab35cc51a4c2a4633"
checksum = "22784dbdf76fdde8af1aeda5622b546b422b6fc585325248a2bf9f5e41e94d6c"
dependencies = [
"form_urlencoded",
"idna",
......@@ -4084,15 +4483,15 @@ checksum = "daf8dba3b7eb870caf1ddeed7bc9d2a049f3cfdfae7cb521b087cc33ae4c49da"
[[package]]
name = "utf8parse"
version = "0.2.1"
version = "0.2.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "711b9620af191e0cdc7468a8d14e709c3dcdb115b36f838e601583af800a370a"
checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
[[package]]
name = "utoipa"
version = "3.5.0"
version = "4.2.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d82b1bc5417102a73e8464c686eef947bdfb99fcdfc0a4f228e81afa9526470a"
checksum = "c5afb1a60e207dca502682537fefcfd9921e71d0b83e9576060f09abc6efab23"
dependencies = [
"indexmap 2.2.6",
"serde",
......@@ -4102,24 +4501,24 @@ dependencies = [
[[package]]
name = "utoipa-gen"
version = "3.5.0"
version = "4.3.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "05d96dcd6fc96f3df9b3280ef480770af1b7c5d14bc55192baa9b067976d920c"
checksum = "7bf0e16c02bc4bf5322ab65f10ab1149bdbcaa782cba66dc7057370a3f8190be"
dependencies = [
"proc-macro-error",
"proc-macro2",
"quote",
"regex",
"syn 2.0.60",
"syn 2.0.68",
]
[[package]]
name = "utoipa-swagger-ui"
version = "3.1.5"
version = "6.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "84614caa239fb25b2bb373a52859ffd94605ceb256eeb1d63436325cf81e3653"
checksum = "0b39868d43c011961e04b41623e050aedf2cc93652562ff7935ce0f819aaf2da"
dependencies = [
"axum",
"axum 0.7.5",
"mime_guess",
"regex",
"rust-embed",
......@@ -4131,9 +4530,9 @@ dependencies = [
[[package]]
name = "uuid"
version = "1.8.0"
version = "1.9.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a183cf7feeba97b4dd1c0d46788634f6221d87fa961b305bed08c851829efcc0"
checksum = "5de17fd2f7da591098415cff336e12965a28061ddace43b59cb3c430179c9439"
[[package]]
name = "v_frame"
......@@ -4232,7 +4631,7 @@ dependencies = [
"once_cell",
"proc-macro2",
"quote",
"syn 2.0.60",
"syn 2.0.68",
"wasm-bindgen-shared",
]
......@@ -4266,7 +4665,7 @@ checksum = "e94f17b526d0a461a191c78ea52bbce64071ed5c04c9ffe424dcb38f74171bb7"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.60",
"syn 2.0.68",
"wasm-bindgen-backend",
"wasm-bindgen-shared",
]
......@@ -4287,6 +4686,16 @@ dependencies = [
"wasm-bindgen",
]
[[package]]
name = "web-time"
version = "0.2.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "aa30049b1c872b72c89866d458eae9f20380ab280ffd1b1e18df2d3e2d98cfe0"
dependencies = [
"js-sys",
"wasm-bindgen",
]
[[package]]
name = "webpki"
version = "0.22.4"
......@@ -4299,9 +4708,9 @@ dependencies = [
[[package]]
name = "webpki-roots"
version = "0.26.1"
version = "0.26.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b3de34ae270483955a94f4b21bdaaeb83d508bb84a01435f393818edb0012009"
checksum = "bd7c23921eeb1713a4e851530e9b9756e4fb0e89978582942612524cf09f01cd"
dependencies = [
"rustls-pki-types",
]
......@@ -4312,6 +4721,18 @@ version = "0.1.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "53a85b86a771b1c87058196170769dd264f66c0782acf1ae6cc51bfd64b39082"
[[package]]
name = "which"
version = "4.4.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "87ba24419a2078cd2b0f2ede2691b6c66d8e47836da3b6db8265ebad47afbfc7"
dependencies = [
"either",
"home",
"once_cell",
"rustix",
]
[[package]]
name = "winapi"
version = "0.3.9"
......@@ -4330,11 +4751,11 @@ checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
[[package]]
name = "winapi-util"
version = "0.1.6"
version = "0.1.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f29e6f9198ba0d26b4c9f07dbe6f9ed633e1f3d5b8b414090084349e46a52596"
checksum = "4d4cc384e1e73b93bafa6fb4f1df8c41695c8a91cf9c4c64358067d15a7b6c6b"
dependencies = [
"winapi",
"windows-sys 0.52.0",
]
[[package]]
......@@ -4569,9 +4990,9 @@ checksum = "bec47e5bfd1bff0eeaf6d8b485cc1074891a197ab4225d504cb7a1ab88b02bf0"
[[package]]
name = "winnow"
version = "0.6.6"
version = "0.6.13"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f0c976aaaa0e1f90dbb21e9587cdaf1d9679a1cde8875c0d6bd83ab96a208352"
checksum = "59b5e5f6c299a3c7890b876a2a587f3115162487e704907d9b6cd29473052ba1"
dependencies = [
"memchr",
]
......@@ -4588,29 +5009,43 @@ dependencies = [
[[package]]
name = "zerocopy"
version = "0.7.32"
version = "0.7.34"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "74d4d3961e53fa4c9a25a8637fc2bfaf2595b3d3ae34875568a5cf64787716be"
checksum = "ae87e3fcd617500e5d106f0380cf7b77f3c6092aae37191433159dda23cfb087"
dependencies = [
"zerocopy-derive",
]
[[package]]
name = "zerocopy-derive"
version = "0.7.32"
version = "0.7.34"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9ce1b18ccd8e73a9321186f97e46f9f04b778851177567b1975109d26a08d2a6"
checksum = "15e934569e47891f7d9411f1a451d947a60e000ab3bd24fbb970f000387d1b3b"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.60",
"syn 2.0.68",
]
[[package]]
name = "zeroize"
version = "1.7.0"
version = "1.8.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "525b4ec142c6b68a2d10f01f7bbf6755599ca3f81ea53b8431b7dd348f5fdb2d"
checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
dependencies = [
"zeroize_derive",
]
[[package]]
name = "zeroize_derive"
version = "1.4.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.68",
]
[[package]]
name = "zip"
......
Cargo.toml
View file @ efd602c8
......@@ -9,19 +9,29 @@ members = [
resolver = "2"
[workspace.package]
version = "2.0.2"
version = "2.1.1"
edition = "2021"
authors = ["Olivier Dehaene"]
homepage = "https://github.com/huggingface/text-generation-inference"
[workspace.dependencies]
base64 = "0.22.0"
tokenizers = { version = "0.19.1", features = ["http"] }
hf-hub = { version = "0.3.1", features = ["tokio"] }
[profile.release]
incremental = true
[profile.release-binary]
inherits = "release"
debug = 1
incremental = true
panic = "abort"
[profile.release-opt]
inherits = "release"
debug = 0
incremental = false
lto = "fat"
opt-level = 3
codegen-units = 1
panic = "abort"
Dockerfile
View file @ efd602c8
# Rust builder
FROM lukemathwalker/cargo-chef:latest-rust-1.75 AS chef
FROM lukemathwalker/cargo-chef:latest-rust-1.79 AS chef
WORKDIR /usr/src
ARG CARGO_REGISTRIES_CRATES_IO_PROTOCOL=sparse
FROM chef as planner
FROM chef AS planner
COPY Cargo.lock Cargo.lock
COPY Cargo.toml Cargo.toml
COPY rust-toolchain.toml rust-toolchain.toml
COPY proto proto
......@@ -15,9 +16,6 @@ RUN cargo chef prepare --recipe-path recipe.json
FROM chef AS builder
ARG GIT_SHA
ARG DOCKER_LABEL
RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v21.12/$PROTOC_ZIP && \
unzip -o $PROTOC_ZIP -d /usr/local bin/protoc && \
......@@ -25,7 +23,10 @@ RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
rm -f $PROTOC_ZIP
COPY --from=planner /usr/src/recipe.json recipe.json
RUN cargo chef cook --release --recipe-path recipe.json
RUN cargo chef cook --profile release-opt --recipe-path recipe.json
ARG GIT_SHA
ARG DOCKER_LABEL
COPY Cargo.toml Cargo.toml
COPY rust-toolchain.toml rust-toolchain.toml
......@@ -33,17 +34,17 @@ COPY proto proto
COPY benchmark benchmark
COPY router router
COPY launcher launcher
RUN cargo build --release
RUN cargo build --profile release-opt
# Python builder
# Adapted from: https://github.com/pytorch/pytorch/blob/master/Dockerfile
FROM nvidia/cuda:12.1.0-devel-ubuntu22.04 as pytorch-install
FROM nvidia/cuda:12.1.0-devel-ubuntu22.04 AS pytorch-install
ARG PYTORCH_VERSION=2.3.0
ARG PYTHON_VERSION=3.10
# Keep in sync with `server/pyproject.toml
ARG CUDA_VERSION=12.1
ARG MAMBA_VERSION=23.3.1-1
ARG MAMBA_VERSION=24.3.0-0
ARG CUDA_CHANNEL=nvidia
ARG INSTALL_CHANNEL=pytorch
# Automatically set by buildx
......@@ -80,7 +81,7 @@ RUN case ${TARGETPLATFORM} in \
/opt/conda/bin/conda clean -ya
# CUDA kernels builder image
FROM pytorch-install as kernel-builder
FROM pytorch-install AS kernel-builder
ARG MAX_JOBS=8
......@@ -89,7 +90,7 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-ins
&& rm -rf /var/lib/apt/lists/*
# Build Flash Attention CUDA kernels
FROM kernel-builder as flash-att-builder
FROM kernel-builder AS flash-att-builder
WORKDIR /usr/src
......@@ -99,7 +100,7 @@ COPY server/Makefile-flash-att Makefile
RUN make build-flash-attention
# Build Flash Attention v2 CUDA kernels
FROM kernel-builder as flash-att-v2-builder
FROM kernel-builder AS flash-att-v2-builder
WORKDIR /usr/src
......@@ -109,14 +110,14 @@ COPY server/Makefile-flash-att-v2 Makefile
RUN make build-flash-attention-v2-cuda
# Build Transformers exllama kernels
FROM kernel-builder as exllama-kernels-builder
FROM kernel-builder AS exllama-kernels-builder
WORKDIR /usr/src
COPY server/exllama_kernels/ .
RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" python setup.py build
# Build Transformers exllama kernels
FROM kernel-builder as exllamav2-kernels-builder
FROM kernel-builder AS exllamav2-kernels-builder
WORKDIR /usr/src
COPY server/exllamav2_kernels/ .
......@@ -124,28 +125,42 @@ COPY server/exllamav2_kernels/ .
RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" python setup.py build
# Build Transformers awq kernels
FROM kernel-builder as awq-kernels-builder
FROM kernel-builder AS awq-kernels-builder
WORKDIR /usr/src
COPY server/Makefile-awq Makefile
# Build specific version of transformers
RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" make build-awq
# Build eetq kernels
FROM kernel-builder as eetq-kernels-builder
FROM kernel-builder AS eetq-kernels-builder
WORKDIR /usr/src
COPY server/Makefile-eetq Makefile
# Build specific version of transformers
RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" make build-eetq
# Build marlin kernels
FROM kernel-builder AS marlin-kernels-builder
WORKDIR /usr/src
COPY server/marlin/ .
# Build specific version of transformers
RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" python setup.py build
# Build Lorax Punica kernels
FROM kernel-builder AS lorax-punica-builder
WORKDIR /usr/src
COPY server/Makefile-lorax-punica Makefile
# Build specific version of transformers
RUN TORCH_CUDA_ARCH_LIST="8.0;8.6+PTX" make build-lorax-punica
# Build Transformers CUDA kernels
FROM kernel-builder as custom-kernels-builder
FROM kernel-builder AS custom-kernels-builder
WORKDIR /usr/src
COPY server/custom_kernels/ .
# Build specific version of transformers
RUN python setup.py build
# Build vllm CUDA kernels
FROM kernel-builder as vllm-builder
FROM kernel-builder AS vllm-builder
WORKDIR /usr/src
......@@ -157,13 +172,13 @@ COPY server/Makefile-vllm Makefile
RUN make build-vllm-cuda
# Build mamba kernels
FROM kernel-builder as mamba-builder
FROM kernel-builder AS mamba-builder
WORKDIR /usr/src
COPY server/Makefile-selective-scan Makefile
RUN make build-all
# Text Generation Inference base image
FROM nvidia/cuda:12.1.0-base-ubuntu22.04 as base
FROM nvidia/cuda:12.1.0-base-ubuntu22.04 AS base
# Conda env
ENV PATH=/opt/conda/bin:$PATH \
......@@ -181,6 +196,7 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-ins
ca-certificates \
make \
curl \
git \
&& rm -rf /var/lib/apt/lists/*
# Copy conda with PyTorch installed
......@@ -192,7 +208,7 @@ COPY --from=flash-att-builder /usr/src/flash-attention/csrc/layer_norm/build/lib
COPY --from=flash-att-builder /usr/src/flash-attention/csrc/rotary/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
# Copy build artifacts from flash attention v2 builder
COPY --from=flash-att-v2-builder /usr/src/flash-attention-v2/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
COPY --from=flash-att-v2-builder /opt/conda/lib/python3.10/site-packages/flash_attn_2_cuda.cpython-310-x86_64-linux-gnu.so /opt/conda/lib/python3.10/site-packages
# Copy build artifacts from custom kernels builder
COPY --from=custom-kernels-builder /usr/src/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
......@@ -204,6 +220,9 @@ COPY --from=exllamav2-kernels-builder /usr/src/build/lib.linux-x86_64-cpython-31
COPY --from=awq-kernels-builder /usr/src/llm-awq/awq/kernels/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
# Copy build artifacts from eetq kernels builder
COPY --from=eetq-kernels-builder /usr/src/eetq/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
# Copy build artifacts from marlin kernels builder
COPY --from=marlin-kernels-builder /usr/src/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
COPY --from=lorax-punica-builder /usr/src/lorax-punica/server/punica_kernels/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
# Copy builds artifacts from vllm builder
COPY --from=vllm-builder /usr/src/vllm/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
......@@ -224,20 +243,24 @@ RUN cd server && \
pip install -r requirements_cuda.txt && \
pip install ".[bnb, accelerate, quantize, peft, outlines]" --no-cache-dir
# Install benchmarker
COPY --from=builder /usr/src/target/release/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router
COPY --from=builder /usr/src/target/release/text-generation-router /usr/local/bin/text-generation-router
# Install launcher
COPY --from=builder /usr/src/target/release/text-generation-launcher /usr/local/bin/text-generation-launcher
# Deps before the binaries
# The binaries change on every build given we burn the SHA into them
# The deps change less often.
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
build-essential \
g++ \
&& rm -rf /var/lib/apt/lists/*
# Install benchmarker
COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router
COPY --from=builder /usr/src/target/release-opt/text-generation-router /usr/local/bin/text-generation-router
# Install launcher
COPY --from=builder /usr/src/target/release-opt/text-generation-launcher /usr/local/bin/text-generation-launcher
# AWS Sagemaker compatible image
FROM base as sagemaker
FROM base AS sagemaker
COPY sagemaker-entrypoint.sh entrypoint.sh
RUN chmod +x entrypoint.sh
......@@ -251,4 +274,4 @@ COPY ./tgi-entrypoint.sh /tgi-entrypoint.sh
RUN chmod +x /tgi-entrypoint.sh
ENTRYPOINT ["/tgi-entrypoint.sh"]
CMD ["--json-output"]
# CMD ["--json-output"]
Dockerfile_amd
View file @ efd602c8
# Rust builder
FROM lukemathwalker/cargo-chef:latest-rust-1.75 AS chef
FROM lukemathwalker/cargo-chef:latest-rust-1.79 AS chef
WORKDIR /usr/src
ARG CARGO_REGISTRIES_CRATES_IO_PROTOCOL=sparse
FROM chef as planner
FROM chef AS planner
COPY Cargo.lock Cargo.lock
COPY Cargo.toml Cargo.toml
COPY rust-toolchain.toml rust-toolchain.toml
COPY proto proto
......@@ -15,9 +16,6 @@ RUN cargo chef prepare --recipe-path recipe.json
FROM chef AS builder
ARG GIT_SHA
ARG DOCKER_LABEL
RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v21.12/$PROTOC_ZIP && \
unzip -o $PROTOC_ZIP -d /usr/local bin/protoc && \
......@@ -25,7 +23,10 @@ RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
rm -f $PROTOC_ZIP
COPY --from=planner /usr/src/recipe.json recipe.json
RUN cargo chef cook --release --recipe-path recipe.json
RUN cargo chef cook --profile release-opt --recipe-path recipe.json
ARG GIT_SHA
ARG DOCKER_LABEL
COPY Cargo.toml Cargo.toml
COPY rust-toolchain.toml rust-toolchain.toml
......@@ -33,10 +34,10 @@ COPY proto proto
COPY benchmark benchmark
COPY router router
COPY launcher launcher
RUN cargo build --release
RUN cargo build --profile release-opt
# Text Generation Inference base image for RoCm
FROM rocm/dev-ubuntu-22.04:5.7 as base
FROM rocm/dev-ubuntu-22.04:6.1.1_hip_update AS base
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
build-essential \
......@@ -50,13 +51,24 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-ins
# Needed to build VLLM & flash.
rocthrust-dev \
hipsparse-dev \
hipblas-dev && \
hipblas-dev \
hipblaslt-dev \
rocblas-dev \
hiprand-dev \
rocrand-dev \
miopen-hip-dev \
hipfft-dev \
hipcub-dev \
hipsolver-dev \
rccl-dev \
cmake \
python3-dev && \
rm -rf /var/lib/apt/lists/*
# Keep in sync with `server/pyproject.toml
ARG MAMBA_VERSION=23.1.0-1
ARG PYTORCH_VERSION='2.2.0.dev0'
ARG ROCM_VERSION='5.7'
ARG PYTORCH_VERSION='2.3.0'
ARG ROCM_VERSION='6.0.2'
ARG PYTHON_VERSION='3.10.10'
# Automatically set by buildx
ARG TARGETPLATFORM
......@@ -75,12 +87,44 @@ RUN chmod +x ~/mambaforge.sh && \
mamba init && \
rm ~/mambaforge.sh
# Install PyTorch 2.2 RC compiled against RoCm 5.7, as VLLM can not be compiled with RoCm 5.6.
RUN pip install torch --index-url https://download.pytorch.org/whl/test/rocm5.7/
# Install flash-attention, torch dependencies
RUN pip install numpy einops ninja --no-cache-dir
RUN conda install intel::mkl-static intel::mkl-include
RUN pip uninstall -y triton && \
git clone --depth 1 --single-branch https://github.com/ROCm/triton.git && \
cd triton/python && \
pip install .
RUN git clone --depth 1 --recursive --single-branch --branch 2.3-patched https://github.com/fxmarty/pytorch.git pytorch && cd pytorch && pip install -r requirements.txt --no-cache-dir
ARG _GLIBCXX_USE_CXX11_ABI="1"
ARG CMAKE_PREFIX_PATH="/opt/conda"
ARG PYTORCH_ROCM_ARCH="gfx90a;gfx942"
ARG BUILD_CAFFE2="0" \
BUILD_CAFFE2_OPS="0" \
USE_CUDA="0" \
USE_ROCM="1" \
BUILD_TEST="0" \
USE_FBGEMM="0" \
USE_NNPACK="0" \
USE_QNNPACK="0" \
USE_XNNPACK="0" \
USE_FLASH_ATTENTION="1" \
USE_MEM_EFF_ATTENTION="0"
RUN cd pytorch && python tools/amd_build/build_amd.py && python setup.py install
# Set AS recommended: https://github.com/ROCm/triton/wiki/A-script-to-set-program-execution-environment-in-ROCm
ENV HIP_FORCE_DEV_KERNARG=1
# On MI250 and MI300, performances for flash with Triton FA are slightly better than CK.
# However, Triton requires a tunning for each prompt length, which is prohibitive.
ENV ROCM_USE_FLASH_ATTN_V2_TRITON=0
FROM base AS kernel-builder
# Build vllm kernels
# # Build vllm kernels
FROM kernel-builder AS vllm-builder
WORKDIR /usr/src
......@@ -99,26 +143,26 @@ COPY server/Makefile-flash-att-v2 Makefile
RUN make build-flash-attention-v2-rocm
# Build Transformers CUDA kernels (gpt-neox and bloom)
FROM kernel-builder as custom-kernels-builder
FROM kernel-builder AS custom-kernels-builder
WORKDIR /usr/src
COPY server/custom_kernels/ .
RUN PYTORCH_ROCM_ARCH=gfx90a python setup.py build
RUN python setup.py build
# Build exllama kernels
FROM kernel-builder as exllama-kernels-builder
FROM kernel-builder AS exllama-kernels-builder
WORKDIR /usr/src
COPY server/exllama_kernels/ .
RUN PYTORCH_ROCM_ARCH="gfx90a" python setup.py build
RUN python setup.py build
# Build exllama v2 kernels
FROM kernel-builder as exllamav2-kernels-builder
FROM kernel-builder AS exllamav2-kernels-builder
WORKDIR /usr/src
COPY server/exllamav2_kernels/ .
RUN PYTORCH_ROCM_ARCH="gfx90a" python setup.py build
RUN python setup.py build
FROM base as base-copy
FROM base AS base-copy
# Text Generation Inference base env
ENV HUGGINGFACE_HUB_CACHE=/data \
......@@ -140,9 +184,6 @@ COPY --from=exllama-kernels-builder /usr/src/build/lib.linux-x86_64-cpython-310
# Copy build artifacts from exllamav2 kernels builder
COPY --from=exllamav2-kernels-builder /usr/src/build/lib.linux-x86_64-cpython-310 /opt/conda/lib/python3.10/site-packages
# Install flash-attention dependencies
RUN pip install einops --no-cache-dir
# Install server
COPY proto proto
COPY server server
......@@ -153,14 +194,15 @@ RUN cd server && \
pip install ".[accelerate, peft, outlines]" --no-cache-dir
# Install benchmarker
COPY --from=builder /usr/src/target/release/text-generation-benchmark /usr/local/bin/text-generation-benchmark
COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router
COPY --from=builder /usr/src/target/release/text-generation-router /usr/local/bin/text-generation-router
COPY --from=builder /usr/src/target/release-opt/text-generation-router /usr/local/bin/text-generation-router
# Install launcher
COPY --from=builder /usr/src/target/release/text-generation-launcher /usr/local/bin/text-generation-launcher
COPY --from=builder /usr/src/target/release-opt/text-generation-launcher /usr/local/bin/text-generation-launcher
# AWS Sagemaker compatible image
FROM base-copy as sagemaker
FROM base AS sagemaker
COPY sagemaker-entrypoint.sh entrypoint.sh
RUN chmod +x entrypoint.sh
......@@ -169,5 +211,8 @@ ENTRYPOINT ["./entrypoint.sh"]
# Final image
FROM base-copy
ENTRYPOINT ["text-generation-launcher"]
COPY ./tgi-entrypoint.sh /tgi-entrypoint.sh
RUN chmod +x /tgi-entrypoint.sh
ENTRYPOINT ["/tgi-entrypoint.sh"]
CMD ["--json-output"]
Dockerfile_intel
View file @ efd602c8
FROM lukemathwalker/cargo-chef:latest-rust-1.75 AS chef
ARG PLATFORM=xpu
FROM lukemathwalker/cargo-chef:latest-rust-1.79 AS chef
WORKDIR /usr/src
ARG CARGO_REGISTRIES_CRATES_IO_PROTOCOL=sparse
FROM chef as planner
FROM chef AS planner
COPY Cargo.lock Cargo.lock
COPY Cargo.toml Cargo.toml
COPY rust-toolchain.toml rust-toolchain.toml
COPY proto proto
......@@ -14,9 +17,6 @@ RUN cargo chef prepare --recipe-path recipe.json
FROM chef AS builder
ARG GIT_SHA
ARG DOCKER_LABEL
RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v21.12/$PROTOC_ZIP && \
unzip -o $PROTOC_ZIP -d /usr/local bin/protoc && \
......@@ -24,7 +24,10 @@ RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
rm -f $PROTOC_ZIP
COPY --from=planner /usr/src/recipe.json recipe.json
RUN cargo chef cook --release --recipe-path recipe.json
RUN cargo chef cook --profile release-opt --recipe-path recipe.json
ARG GIT_SHA
ARG DOCKER_LABEL
COPY Cargo.toml Cargo.toml
COPY rust-toolchain.toml rust-toolchain.toml
......@@ -32,22 +35,24 @@ COPY proto proto
COPY benchmark benchmark
COPY router router
COPY launcher launcher
RUN cargo build --release
RUN cargo build --profile release-opt
# Text Generation Inference base image for Intel
FROM intel/intel-extension-for-pytorch:2.1.10-xpu as base
FROM intel/intel-extension-for-pytorch:2.1.30-xpu AS xpu
USER root
# libssl.so.1.1 is not installed on Ubuntu 22.04 by default, install it
RUN wget http://nz2.archive.ubuntu.com/ubuntu/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_amd64.deb && \
dpkg -i ./libssl1.1_1.1.1f-1ubuntu2_amd64.deb
RUN wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | gpg --dearmor | tee /usr/share/keyrings/intel-graphics.gpg > /dev/null
RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB \
| gpg --dearmor | tee /usr/share/keyrings/oneapi-archive-keyring.gpg > /dev/null && echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | tee /etc/apt/sources.list.d/oneAPI.list
RUN apt-get update && apt install -y intel-basekit xpu-smi cmake python3-dev ninja-build
RUN apt-get update && apt install -y intel-basekit xpu-smi cmake python3-dev ninja-build pciutils
# Text Generation Inference base env
ENV HUGGINGFACE_HUB_CACHE=/data \
......@@ -56,9 +61,9 @@ ENV HUGGINGFACE_HUB_CACHE=/data \
WORKDIR /usr/src
# Build pytorch and ipex
RUN git clone https://github.com/intel/intel-extension-for-pytorch && cd intel-extension-for-pytorch && git checkout -b xpu_main origin/xpu-main
RUN git clone https://github.com/pytorch/pytorch.git && cd pytorch && git checkout 209f2fa8ff86652f67d75c2f19bf9cb9942fd018 && git apply /usr/src/intel-extension-for-pytorch/torch_patches/00*.patch
RUN wget https://intel-extension-for-pytorch.s3.amazonaws.com/ipex_dev/xpu/torch-2.1.0.post1%2Bcxx11.abi-cp310-cp310-linux_x86_64.whl && pip install torch-2.1.0.post1+cxx11.abi-cp310-cp310-linux_x86_64.whl
RUN pip install https://github.com/intel/intel-xpu-backend-for-triton/releases/download/v2.1.0/triton-2.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
RUN git clone https://github.com/intel/intel-extension-for-pytorch && cd intel-extension-for-pytorch && git checkout -b distributed origin/dev/distributed
# Install server
COPY proto proto
......@@ -66,40 +71,107 @@ COPY server server
COPY server/Makefile server/Makefile
RUN cd server && \
make gen-server && \
pip install -r requirements_cuda.txt && \
pip install -r requirements_intel.txt && \
pip install ".[accelerate, peft, outlines]" --no-cache-dir
ENV CCL_ROOT=/opt/intel/oneapi/ccl/latest
ENV I_MPI_ROOT=/opt/intel/oneapi/mpi/latest
ENV FI_PROVIDER_PATH=/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/lib/prov:/usr/lib/x86_64-linux-gnu/libfabric
ENV DIAGUTIL_PATH=/opt/intel/oneapi/compiler/latest/etc/compiler/sys_check/sys_check.sh
ENV CCL_CONFIGURATION=cpu_gpu_dpcpp
ENV MANPATH=/opt/intel/oneapi/mpi/latest/share/man:/opt/intel/oneapi/mpi/latest/share/man:/opt/intel/oneapi/compiler/latest/share/man
ENV CMAKE_PREFIX_PATH=/opt/intel/oneapi/mkl/latest/lib/cmake:/opt/intel/oneapi/compiler/latest
ENV CMPLR_ROOT=/opt/intel/oneapi/compiler/latest
ENV LIBRARY_PATH=/opt/intel/oneapi/mpi/latest/lib:/opt/intel/oneapi/ccl/latest/lib/:/opt/intel/oneapi/mkl/latest/lib/:/opt/intel/oneapi/compiler/latest/lib
ENV OCL_ICD_FILENAMES=libintelocl_emu.so:libalteracl.so:/opt/intel/oneapi/compiler/latest/lib/libintelocl.so
ENV CLASSPATH=/opt/intel/oneapi/mpi/latest/share/java/mpi.jar:/opt/intel/oneapi/mpi/latest/share/java/mpi.jar
ENV LD_LIBRARY_PATH=/opt/intel/oneapi/ccl/latest/lib/:/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/lib:/opt/intel/oneapi/mpi/latest/lib:/opt/intel/oneapi/mkl/latest/lib:/opt/intel/oneapi/compiler/latest/opt/compiler/lib:/opt/intel/oneapi/compiler/latest/lib:/opt/intel/oneapi/lib:/opt/intel/oneapi/lib/intel64:
ENV MKLROOT=/opt/intel/oneapi/mkl/latest
ENV NLSPATH=/opt/intel/oneapi/mkl/latest/share/locale/%l_%t/%N:/opt/intel/oneapi/compiler/latest/lib/locale/%l_%t/%N
ENV PATH=/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/bin:/opt/intel/oneapi/mpi/latest/bin:/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/bin:/opt/intel/oneapi/mkl/latest/bin/:/opt/intel/oneapi/compiler/latest/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ENV CPATH=/opt/intel/oneapi/mpi/latest/include:/opt/intel/oneapi/ccl/latest/include:/opt/intel/oneapi/mkl/latest/include
ENV CCL_ZE_IPC_EXCHANGE=sockets
ENV CMAKE_PREFIX_PATH=/opt/intel/oneapi/mkl/latest/lib/cmake:/opt/intel/oneapi/compiler/latest
ENV CPATH=/opt/intel/oneapi/mpi/latest/include:/opt/intel/oneapi/ccl/latest/include:/opt/intel/oneapi/mkl/latest/include
RUN pip uninstall -y torch && cd pytorch && git submodule update --init --recursive && python setup.py install
RUN pip uninstall -y intel-extension-for-pytorch && cd intel-extension-for-pytorch && git submodule update --init --recursive && USE_AOT_DEVLIST='pvc' BUILD_SEPARATE_OPS=ON BUILD_WITH_CPU=ON USE_XETLA=ON python setup.py install
RUN pip uninstall -y intel-extension-for-pytorch && cd intel-extension-for-pytorch && git submodule update --init --recursive && USE_AOT_DEVLIST='pvc' BUILD_SEPARATE_OPS=OFF BUILD_WITH_CPU=OFF USE_XETLA=ON python setup.py install && rm -rf /usr/src/intel-extension-for-pytorch
# Install benchmarker
COPY --from=builder /usr/src/target/release/text-generation-benchmark /usr/local/bin/text-generation-benchmark
COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router
COPY --from=builder /usr/src/target/release/text-generation-router /usr/local/bin/text-generation-router
COPY --from=builder /usr/src/target/release-opt/text-generation-router /usr/local/bin/text-generation-router
# Install launcher
COPY --from=builder /usr/src/target/release/text-generation-launcher /usr/local/bin/text-generation-launcher
COPY --from=builder /usr/src/target/release-opt/text-generation-launcher /usr/local/bin/text-generation-launcher
# Text Generation Inference base image for Intel-cpu
FROM ubuntu:22.04 AS cpu
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
curl \
ca-certificates \
make \
g++ \
git \
wget \
cmake
ENV HUGGINGFACE_HUB_CACHE=/data \
HF_HUB_ENABLE_HF_TRANSFER=1 \
PORT=80
# Final image
FROM base
ARG MAMBA_VERSION=23.1.0-1
ARG PYTHON_VERSION='3.10.10'
# Automatically set by buildx
ARG TARGETPLATFORM
ENV PATH /opt/conda/bin:$PATH
# TGI seem to require libssl.so.1.1 instead of libssl.so.3 so we can't use ubuntu 22.04. Ubuntu 20.04 has python==3.8, and TGI requires python>=3.9, hence the need for miniconda.
# Install mamba
# translating Docker's TARGETPLATFORM into mamba arches
RUN case ${TARGETPLATFORM} in \
"linux/arm64") MAMBA_ARCH=aarch64 ;; \
*) MAMBA_ARCH=x86_64 ;; \
esac && \
curl -fsSL -v -o ~/mambaforge.sh -O "https://github.com/conda-forge/miniforge/releases/download/${MAMBA_VERSION}/Mambaforge-${MAMBA_VERSION}-Linux-${MAMBA_ARCH}.sh"
RUN chmod +x ~/mambaforge.sh && \
bash ~/mambaforge.sh -b -p /opt/conda && \
rm ~/mambaforge.sh
RUN conda install -c conda-forge gperftools mkl
RUN pip install https://download.pytorch.org/whl/nightly/cpu/torch-2.4.0.dev20240612%2Bcpu-cp310-cp310-linux_x86_64.whl
RUN pip install https://download.pytorch.org/whl/nightly/cpu/torchvision-0.19.0.dev20240612%2Bcpu-cp310-cp310-linux_x86_64.whl
RUN pip install https://download.pytorch.org/whl/nightly/cpu/torchaudio-2.4.0.dev20240612%2Bcpu-cp310-cp310-linux_x86_64.whl
RUN pip install triton
WORKDIR /usr/src
RUN git clone https://github.com/intel/intel-extension-for-pytorch && cd intel-extension-for-pytorch && git checkout eda7a7c42df6f9a64e0de9c2b69304ee02f2c32a
RUN git clone https://github.com/intel/torch-ccl.git && cd torch-ccl && git checkout ccl_torch_dev_0131
RUN cd intel-extension-for-pytorch && git submodule sync && git submodule update --init --recursive && python setup.py install
RUN cd torch-ccl && git submodule sync && git submodule update --init --recursive && pip install .
ENV LD_PRELOAD=/opt/conda/lib/libtcmalloc.so:/opt/conda/lib/libiomp5.so
ENV CCL_ROOT=/opt/conda/lib/python3.10/site-packages/oneccl_bindings_for_pytorch
ENV I_MPI_ROOT=/opt/conda/lib/python3.10/site-packages/oneccl_bindings_for_pytorch
ENV FI_PROVIDER_PATH=/opt/conda/lib/python3.10/site-packages/oneccl_bindings_for_pytorch/opt/mpi/libfabric/lib/prov:/usr/lib64/libfabric
ENV LD_LIBRARY_PATH=/opt/conda/lib/python3.10/site-packages/oneccl_bindings_for_pytorch/opt/mpi/libfabric/lib:/opt/conda/lib/python3.10/site-packages/oneccl_bindings_for_pytorch/lib
ENV KMP_BLOCKTIME=1
ENV KMP_TPAUSE=0
ENV KMP_FORKJOIN_BARRIER_PATTERN=dist,dist
ENV KMP_PLAIN_BARRIER_PATTERN=dist,dist
ENV KMP_REDUCTION_BARRIER_PATTERN=dist,dist
# Install server
COPY proto proto
COPY server server
COPY server/Makefile server/Makefile
RUN cd server && \
make gen-server && \
pip install -r requirements_intel.txt && \
pip install ".[accelerate, peft, outlines]" --no-cache-dir
# Install benchmarker
COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router
COPY --from=builder /usr/src/target/release-opt/text-generation-router /usr/local/bin/text-generation-router
# Install launcher
COPY --from=builder /usr/src/target/release-opt/text-generation-launcher /usr/local/bin/text-generation-launcher
FROM ${PLATFORM} AS final
ENTRYPOINT ["text-generation-launcher"]
CMD ["--json-output"]
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