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feat(rocm): add ROCm 7.x build support (11 rocWMMA-compatible architectures) #9230

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feat(rocm): add ROCm 7.x build support (11 rocWMMA-compatible architectures) #9230

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5fd709a
feat(rocm): add ROCm 7.x and gfx1151 (AMD Strix Halo / RDNA 3.5) buil…
walcz-de Apr 4, 2026
022affc
fix(rocm7): correct package name, add rocWMMA headers, fix LD_LIBRARY…
walcz-de Apr 4, 2026
bec5ca2
feat(rocm): extend ROCm 7.x / gfx1151 support to all backends
walcz-de Apr 4, 2026
d6e164e
scripts: add all-backend support to sync-upstream.sh and build-rocm.sh
walcz-de Apr 4, 2026
8551148
feat(rocm): support all ROCm 7.12 GPU architectures (not just gfx1151)
walcz-de Apr 4, 2026
5f528de
fix(llama-cpp): always remove stale variant build dirs before make
walcz-de Apr 4, 2026
76c1f98
fix(llama-cpp): remove GGML_HIP_ROCWMMA_FATTN for multi-arch fat bina…
walcz-de Apr 4, 2026
b2a10f1
fix(llama-cpp): restrict AMDGPU_TARGETS to rocWMMA-compatible arches
walcz-de Apr 4, 2026
f277282
refactor(scripts): rename image tags from gfx1151 to rocm<version>
walcz-de Apr 4, 2026
1e67648
fix(Dockerfile.llama-cpp): resolve CPATH lint warning in ENV instruction
walcz-de Apr 4, 2026
ad3a714
feat(scripts): push to both local registries on local builds
walcz-de Apr 4, 2026
c1c8fa5
fix(rocm7): bundle rocm_sysdeps and hipblaslt libs in backend package
walcz-de Apr 4, 2026
91c18c6
fix(Dockerfile.llama-cpp): cmake before ROCm, force-overwrite DNN con…
walcz-de Apr 4, 2026
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273 changes: 273 additions & 0 deletions .github/workflows/backend.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,8 @@ jobs:
skip-drivers: ${{ matrix.skip-drivers }}
context: ${{ matrix.context }}
ubuntu-version: ${{ matrix.ubuntu-version }}
rocm-version: ${{ matrix.rocm-version || '6' }}
rocm-arch: ${{ matrix.rocm-arch || 'gfx1151' }}
secrets:
dockerUsername: ${{ secrets.DOCKERHUB_USERNAME }}
dockerPassword: ${{ secrets.DOCKERHUB_PASSWORD }}
Expand Down Expand Up @@ -1409,6 +1411,277 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
# ROCm 7.x hipblas builds (ubuntu:24.04 base + AMD apt repo; supports gfx1151/RDNA3.5+)
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-rerankers'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "rerankers"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-llama-cpp'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "llama-cpp"
dockerfile: "./backend/Dockerfile.llama-cpp"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-vllm'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "vllm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-vllm-omni'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "vllm-omni"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-transformers'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "transformers"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-diffusers'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "diffusers"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-ace-step'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "ace-step"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-kokoro'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "kokoro"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-vibevoice'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "vibevoice"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-qwen-asr'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "qwen-asr"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-nemo'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "nemo"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-qwen-tts'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "qwen-tts"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-fish-speech'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "fish-speech"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-voxcpm'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "voxcpm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-pocket-tts'
runs-on: 'arc-runner-set'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "pocket-tts"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-faster-whisper'
runs-on: 'bigger-runner'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "faster-whisper"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-whisperx'
runs-on: 'bigger-runner'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "whisperx"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-rocm7-hipblas-coqui'
runs-on: 'bigger-runner'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "coqui"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
rocm-version: '7'
rocm-arch: 'gfx1151'
# sycl builds
- build-type: 'intel'
cuda-major-version: ""
Expand Down
14 changes: 14 additions & 0 deletions .github/workflows/backend_build.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -58,6 +58,16 @@ on:
required: false
default: '2204'
type: string
rocm-version:
description: 'ROCm major version (6 = ROCm 6.x with hipblas-dev/rocblas-dev, 7 = ROCm 7.x with amdrocm-* packages)'
required: false
default: '6'
type: string
rocm-arch:
description: 'ROCm GPU architecture for ROCm 7.x arch-specific packages (e.g. gfx1151)'
required: false
default: 'gfx1151'
type: string
secrets:
dockerUsername:
required: false
Expand Down Expand Up @@ -214,6 +224,8 @@ jobs:
BASE_IMAGE=${{ inputs.base-image }}
BACKEND=${{ inputs.backend }}
UBUNTU_VERSION=${{ inputs.ubuntu-version }}
ROCM_VERSION=${{ inputs.rocm-version }}
ROCM_ARCH=${{ inputs.rocm-arch }}
context: ${{ inputs.context }}
file: ${{ inputs.dockerfile }}
cache-from: type=gha
Expand All @@ -235,6 +247,8 @@ jobs:
BASE_IMAGE=${{ inputs.base-image }}
BACKEND=${{ inputs.backend }}
UBUNTU_VERSION=${{ inputs.ubuntu-version }}
ROCM_VERSION=${{ inputs.rocm-version }}
ROCM_ARCH=${{ inputs.rocm-arch }}
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@mudler mudler Apr 4, 2026

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is this specific to a single rocm arch? this is quite restrictive and would support only one specific version, which is not really what we want here. Is there a way to support a target list, like we do in llama.cpp?

LocalAI/backend/cpp/llama-cpp/Makefile

Line 36 in 6f304d1

AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201

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@walcz-de walcz-de Apr 4, 2026

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Well it shouldn't be, but I ran into some trouble during the build so I was first narrowing it down to gfx1151 because it is one of the platforms actually benefitting from exactly the 7.12. rock. BUT that said, of course you are right and it should be for a list of AMDGPU_TARGETS. I will get on it.

context: ${{ inputs.context }}
file: ${{ inputs.dockerfile }}
cache-from: type=gha
Expand Down
15 changes: 15 additions & 0 deletions .github/workflows/image.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,7 @@
makeflags: ${{ matrix.makeflags }}
ubuntu-version: ${{ matrix.ubuntu-version }}
ubuntu-codename: ${{ matrix.ubuntu-codename }}
rocm-version: ${{ matrix.rocm-version || '6' }}
secrets:
dockerUsername: ${{ secrets.DOCKERHUB_USERNAME }}
dockerPassword: ${{ secrets.DOCKERHUB_PASSWORD }}
Expand All @@ -47,6 +48,20 @@
makeflags: "--jobs=3 --output-sync=target"
ubuntu-version: '2404'
ubuntu-codename: 'noble'
rocm-version: '6'
# ROCm 7.x build for AMD Strix Halo / RDNA 3.5 (gfx1151) and other ROCm 7+ devices.
# Uses plain Ubuntu 24.04 and installs ROCm 7 from AMD's new apt repo (repo.amd.com).
- build-type: 'hipblas'
platforms: 'linux/amd64'
tag-latest: 'false'
tag-suffix: '-gpu-hipblas-rocm7'
base-image: "ubuntu:24.04"
grpc-base-image: "ubuntu:24.04"
runs-on: 'ubuntu-latest'
makeflags: "--jobs=3 --output-sync=target"
ubuntu-version: '2404'
ubuntu-codename: 'noble'
rocm-version: '7'

core-image-build:
if: github.repository == 'mudler/LocalAI'
Expand Down
7 changes: 7 additions & 0 deletions .github/workflows/image_build.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,11 @@ on:
required: false
default: 'noble'
type: string
rocm-version:
description: 'ROCm major version (6 or 7). Controls which apt packages are installed for hipblas builds.'
required: false
default: '6'
type: string
secrets:
dockerUsername:
required: true
Expand Down Expand Up @@ -217,6 +222,7 @@ jobs:
SKIP_DRIVERS=${{ inputs.skip-drivers }}
UBUNTU_VERSION=${{ inputs.ubuntu-version }}
UBUNTU_CODENAME=${{ inputs.ubuntu-codename }}
ROCM_VERSION=${{ inputs.rocm-version }}
context: .
file: ./Dockerfile
cache-from: type=gha
Expand Down Expand Up @@ -246,6 +252,7 @@ jobs:
SKIP_DRIVERS=${{ inputs.skip-drivers }}
UBUNTU_VERSION=${{ inputs.ubuntu-version }}
UBUNTU_CODENAME=${{ inputs.ubuntu-codename }}
ROCM_VERSION=${{ inputs.rocm-version }}
context: .
file: ./Dockerfile
cache-from: type=gha
Expand Down
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