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mudler merged 2 commits into from
Jan 24, 2026
Merged

feat(vllm-omni): add new backend #8188

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feat(vllm-omni: add new backend
mudler Jan 23, 2026
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default to py3.12
mudler Jan 24, 2026
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26 changes: 26 additions & 0 deletions .github/workflows/backend.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -170,6 +170,19 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "9"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-12-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'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "9"
Expand Down Expand Up @@ -653,6 +666,19 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-rocm-hipblas-vllm-omni'
runs-on: 'arc-runner-set'
base-image: "rocm/dev-ubuntu-24.04:6.4.4"
skip-drivers: 'false'
backend: "vllm-omni"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
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8 changes: 6 additions & 2 deletions Makefile
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@@ -1,5 +1,5 @@
# Disable parallel execution for backend builds
.NOTPARALLEL: backends/diffusers backends/llama-cpp backends/piper backends/stablediffusion-ggml backends/whisper backends/faster-whisper backends/silero-vad backends/local-store backends/huggingface backends/rfdetr backends/kitten-tts backends/kokoro backends/chatterbox backends/llama-cpp-darwin backends/neutts build-darwin-python-backend build-darwin-go-backend backends/mlx backends/diffuser-darwin backends/mlx-vlm backends/mlx-audio backends/stablediffusion-ggml-darwin backends/vllm backends/moonshine backends/pocket-tts backends/qwen-tts
.NOTPARALLEL: backends/diffusers backends/llama-cpp backends/piper backends/stablediffusion-ggml backends/whisper backends/faster-whisper backends/silero-vad backends/local-store backends/huggingface backends/rfdetr backends/kitten-tts backends/kokoro backends/chatterbox backends/llama-cpp-darwin backends/neutts build-darwin-python-backend build-darwin-go-backend backends/mlx backends/diffuser-darwin backends/mlx-vlm backends/mlx-audio backends/stablediffusion-ggml-darwin backends/vllm backends/vllm-omni backends/moonshine backends/pocket-tts backends/qwen-tts

GOCMD=go
GOTEST=$(GOCMD) test
Expand Down Expand Up @@ -314,6 +314,7 @@ prepare-test-extra: protogen-python
$(MAKE) -C backend/python/diffusers
$(MAKE) -C backend/python/chatterbox
$(MAKE) -C backend/python/vllm
$(MAKE) -C backend/python/vllm-omni
$(MAKE) -C backend/python/vibevoice
$(MAKE) -C backend/python/moonshine
$(MAKE) -C backend/python/pocket-tts
Expand All @@ -324,6 +325,7 @@ test-extra: prepare-test-extra
$(MAKE) -C backend/python/diffusers test
$(MAKE) -C backend/python/chatterbox test
$(MAKE) -C backend/python/vllm test
$(MAKE) -C backend/python/vllm-omni test
$(MAKE) -C backend/python/vibevoice test
$(MAKE) -C backend/python/moonshine test
$(MAKE) -C backend/python/pocket-tts test
Expand Down Expand Up @@ -455,6 +457,7 @@ BACKEND_KITTEN_TTS = kitten-tts|python|.|false|true
BACKEND_NEUTTS = neutts|python|.|false|true
BACKEND_KOKORO = kokoro|python|.|false|true
BACKEND_VLLM = vllm|python|.|false|true
BACKEND_VLLM_OMNI = vllm-omni|python|.|false|true
BACKEND_DIFFUSERS = diffusers|python|.|--progress=plain|true
BACKEND_CHATTERBOX = chatterbox|python|.|false|true
BACKEND_VIBEVOICE = vibevoice|python|.|--progress=plain|true
Expand Down Expand Up @@ -501,6 +504,7 @@ $(eval $(call generate-docker-build-target,$(BACKEND_KITTEN_TTS)))
$(eval $(call generate-docker-build-target,$(BACKEND_NEUTTS)))
$(eval $(call generate-docker-build-target,$(BACKEND_KOKORO)))
$(eval $(call generate-docker-build-target,$(BACKEND_VLLM)))
$(eval $(call generate-docker-build-target,$(BACKEND_VLLM_OMNI)))
$(eval $(call generate-docker-build-target,$(BACKEND_DIFFUSERS)))
$(eval $(call generate-docker-build-target,$(BACKEND_CHATTERBOX)))
$(eval $(call generate-docker-build-target,$(BACKEND_VIBEVOICE)))
Expand All @@ -512,7 +516,7 @@ $(eval $(call generate-docker-build-target,$(BACKEND_QWEN_TTS)))
docker-save-%: backend-images
docker save local-ai-backend:$* -o backend-images/$*.tar

docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-transformers docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-bark docker-build-chatterbox docker-build-vibevoice docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts
docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-vllm-omni docker-build-transformers docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-bark docker-build-chatterbox docker-build-vibevoice docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts

########################################################
### END Backends
Expand Down
52 changes: 52 additions & 0 deletions backend/index.yaml
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Expand Up @@ -103,7 +103,7 @@
capabilities:
nvidia: "cuda12-rfdetr"
intel: "intel-rfdetr"
#amd: "rocm-rfdetr"

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nvidia-l4t: "nvidia-l4t-arm64-rfdetr"
default: "cpu-rfdetr"
nvidia-cuda-13: "cuda13-rfdetr"
Expand Down Expand Up @@ -142,6 +142,31 @@
amd: "rocm-vllm"
intel: "intel-vllm"
nvidia-cuda-12: "cuda12-vllm"
- &vllm-omni
name: "vllm-omni"
license: apache-2.0
urls:
- https://github.com/vllm-project/vllm-omni
tags:
- text-to-image
- image-generation
- text-to-video
- video-generation
- text-to-speech
- TTS
- multimodal
- LLM
icon: https://raw.githubusercontent.com/vllm-project/vllm/main/docs/assets/logos/vllm-logo-text-dark.png
description: |
vLLM-Omni is a unified interface for multimodal generation with vLLM.
It supports image generation (text-to-image, image editing), video generation
(text-to-video, image-to-video), text generation with multimodal inputs, and
text-to-speech generation. Only supports NVIDIA (CUDA) and ROCm platforms.
alias: "vllm-omni"
capabilities:
nvidia: "cuda12-vllm-omni"
amd: "rocm-vllm-omni"
nvidia-cuda-12: "cuda12-vllm-omni"
- &mlx
name: "mlx"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-mlx"
Expand Down Expand Up @@ -973,13 +998,40 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-intel-vllm"
mirrors:
- localai/localai-backends:master-gpu-intel-vllm
# vllm-omni
- !!merge <<: *vllm-omni
name: "vllm-omni-development"
capabilities:
nvidia: "cuda12-vllm-omni-development"
amd: "rocm-vllm-omni-development"
nvidia-cuda-12: "cuda12-vllm-omni-development"
- !!merge <<: *vllm-omni
name: "cuda12-vllm-omni"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-vllm-omni"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-12-vllm-omni
- !!merge <<: *vllm-omni
name: "rocm-vllm-omni"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-rocm-hipblas-vllm-omni"
mirrors:
- localai/localai-backends:latest-gpu-rocm-hipblas-vllm-omni
- !!merge <<: *vllm-omni
name: "cuda12-vllm-omni-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-vllm-omni"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-12-vllm-omni
- !!merge <<: *vllm-omni
name: "rocm-vllm-omni-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-rocm-hipblas-vllm-omni"
mirrors:
- localai/localai-backends:master-gpu-rocm-hipblas-vllm-omni
# rfdetr
- !!merge <<: *rfdetr
name: "rfdetr-development"
capabilities:
nvidia: "cuda12-rfdetr-development"
intel: "intel-rfdetr-development"
#amd: "rocm-rfdetr-development"

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nvidia-l4t: "nvidia-l4t-arm64-rfdetr-development"
default: "cpu-rfdetr-development"
nvidia-cuda-13: "cuda13-rfdetr-development"
Expand Down
23 changes: 23 additions & 0 deletions backend/python/vllm-omni/Makefile
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@@ -0,0 +1,23 @@
.PHONY: vllm-omni
vllm-omni:
bash install.sh

.PHONY: run
run: vllm-omni
@echo "Running vllm-omni..."
bash run.sh
@echo "vllm-omni run."

.PHONY: test
test: vllm-omni
@echo "Testing vllm-omni..."
bash test.sh
@echo "vllm-omni tested."

.PHONY: protogen-clean
protogen-clean:
$(RM) backend_pb2_grpc.py backend_pb2.py

.PHONY: clean
clean: protogen-clean
rm -rf venv __pycache__
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