mirror of
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feat(metal): try to extend support to remaining backends (#8374)
* feat(metal): try to extend support to remaining backends Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * neutts doesn't work Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * split outetts out of transformers Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Remove torch pin to whisperx Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This commit is contained in:
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parent
5195062e12
commit
e7fc604dbc
84
.github/workflows/backend.yml
vendored
84
.github/workflows/backend.yml
vendored
@@ -300,6 +300,19 @@ jobs:
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'cublas'
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cuda-major-version: "12"
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cuda-minor-version: "8"
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platforms: 'linux/amd64'
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tag-latest: 'auto'
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tag-suffix: '-gpu-nvidia-cuda-12-outetts'
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runs-on: 'ubuntu-latest'
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base-image: "ubuntu:24.04"
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skip-drivers: 'false'
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backend: "outetts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'cublas'
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cuda-major-version: "12"
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cuda-minor-version: "8"
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@@ -1562,6 +1575,19 @@ jobs:
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: ''
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cuda-major-version: ""
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cuda-minor-version: ""
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platforms: 'linux/amd64'
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tag-latest: 'auto'
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tag-suffix: '-cpu-outetts'
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runs-on: 'ubuntu-latest'
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base-image: "ubuntu:24.04"
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skip-drivers: 'true'
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backend: "outetts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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backend-jobs-darwin:
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uses: ./.github/workflows/backend_build_darwin.yml
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strategy:
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@@ -1590,6 +1616,64 @@ jobs:
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tag-suffix: "-metal-darwin-arm64-whisper"
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build-type: "metal"
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lang: "go"
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- backend: "vibevoice"
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tag-suffix: "-metal-darwin-arm64-vibevoice"
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build-type: "mps"
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- backend: "qwen-asr"
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tag-suffix: "-metal-darwin-arm64-qwen-asr"
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build-type: "mps"
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- backend: "qwen-tts"
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tag-suffix: "-metal-darwin-arm64-qwen-tts"
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build-type: "mps"
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- backend: "voxcpm"
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tag-suffix: "-metal-darwin-arm64-voxcpm"
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build-type: "mps"
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- backend: "pocket-tts"
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tag-suffix: "-metal-darwin-arm64-pocket-tts"
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build-type: "mps"
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- backend: "moonshine"
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tag-suffix: "-metal-darwin-arm64-moonshine"
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build-type: "mps"
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- backend: "whisperx"
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tag-suffix: "-metal-darwin-arm64-whisperx"
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build-type: "mps"
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- backend: "rerankers"
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tag-suffix: "-metal-darwin-arm64-rerankers"
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build-type: "mps"
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- backend: "transformers"
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tag-suffix: "-metal-darwin-arm64-transformers"
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build-type: "mps"
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- backend: "kokoro"
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tag-suffix: "-metal-darwin-arm64-kokoro"
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build-type: "mps"
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- backend: "faster-whisper"
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tag-suffix: "-metal-darwin-arm64-faster-whisper"
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build-type: "mps"
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- backend: "coqui"
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tag-suffix: "-metal-darwin-arm64-coqui"
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build-type: "mps"
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- backend: "rfdetr"
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tag-suffix: "-metal-darwin-arm64-rfdetr"
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build-type: "mps"
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- backend: "kitten-tts"
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tag-suffix: "-metal-darwin-arm64-kitten-tts"
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build-type: "mps"
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- backend: "piper"
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tag-suffix: "-metal-darwin-arm64-piper"
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build-type: "metal"
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lang: "go"
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- backend: "silero-vad"
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tag-suffix: "-metal-darwin-arm64-silero-vad"
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build-type: "metal"
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lang: "go"
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- backend: "local-store"
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tag-suffix: "-metal-darwin-arm64-local-store"
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build-type: "metal"
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lang: "go"
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- backend: "huggingface"
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tag-suffix: "-metal-darwin-arm64-huggingface"
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build-type: "metal"
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lang: "go"
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with:
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backend: ${{ matrix.backend }}
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build-type: ${{ matrix.build-type }}
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8
Makefile
8
Makefile
@@ -1,5 +1,5 @@
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# Disable parallel execution for backend builds
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.NOTPARALLEL: backends/diffusers backends/llama-cpp backends/piper backends/stablediffusion-ggml backends/whisper backends/faster-whisper backends/silero-vad backends/local-store backends/huggingface backends/rfdetr backends/kitten-tts backends/kokoro backends/chatterbox backends/llama-cpp-darwin backends/neutts build-darwin-python-backend build-darwin-go-backend backends/mlx backends/diffuser-darwin backends/mlx-vlm backends/mlx-audio backends/stablediffusion-ggml-darwin backends/vllm backends/vllm-omni backends/moonshine backends/pocket-tts backends/qwen-tts backends/qwen-asr backends/voxcpm backends/whisperx
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.NOTPARALLEL: backends/diffusers backends/llama-cpp backends/outetts backends/piper backends/stablediffusion-ggml backends/whisper backends/faster-whisper backends/silero-vad backends/local-store backends/huggingface backends/rfdetr backends/kitten-tts backends/kokoro backends/chatterbox backends/llama-cpp-darwin backends/neutts build-darwin-python-backend build-darwin-go-backend backends/mlx backends/diffuser-darwin backends/mlx-vlm backends/mlx-audio backends/stablediffusion-ggml-darwin backends/vllm backends/vllm-omni backends/moonshine backends/pocket-tts backends/qwen-tts backends/qwen-asr backends/voxcpm backends/whisperx
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GOCMD=go
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GOTEST=$(GOCMD) test
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@@ -308,6 +308,7 @@ protogen-go-clean:
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prepare-test-extra: protogen-python
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$(MAKE) -C backend/python/transformers
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$(MAKE) -C backend/python/outetts
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$(MAKE) -C backend/python/diffusers
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$(MAKE) -C backend/python/chatterbox
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$(MAKE) -C backend/python/vllm
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@@ -322,6 +323,7 @@ prepare-test-extra: protogen-python
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test-extra: prepare-test-extra
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$(MAKE) -C backend/python/transformers test
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$(MAKE) -C backend/python/outetts test
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$(MAKE) -C backend/python/diffusers test
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$(MAKE) -C backend/python/chatterbox test
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$(MAKE) -C backend/python/vllm test
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@@ -451,6 +453,7 @@ BACKEND_WHISPER = whisper|golang|.|false|true
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# Python backends with root context
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BACKEND_RERANKERS = rerankers|python|.|false|true
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BACKEND_TRANSFORMERS = transformers|python|.|false|true
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BACKEND_OUTETTS = outetts|python|.|false|true
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BACKEND_FASTER_WHISPER = faster-whisper|python|.|false|true
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BACKEND_COQUI = coqui|python|.|false|true
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BACKEND_RFDETR = rfdetr|python|.|false|true
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@@ -499,6 +502,7 @@ $(eval $(call generate-docker-build-target,$(BACKEND_STABLEDIFFUSION_GGML)))
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$(eval $(call generate-docker-build-target,$(BACKEND_WHISPER)))
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$(eval $(call generate-docker-build-target,$(BACKEND_RERANKERS)))
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$(eval $(call generate-docker-build-target,$(BACKEND_TRANSFORMERS)))
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$(eval $(call generate-docker-build-target,$(BACKEND_OUTETTS)))
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$(eval $(call generate-docker-build-target,$(BACKEND_FASTER_WHISPER)))
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$(eval $(call generate-docker-build-target,$(BACKEND_COQUI)))
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$(eval $(call generate-docker-build-target,$(BACKEND_RFDETR)))
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@@ -521,7 +525,7 @@ $(eval $(call generate-docker-build-target,$(BACKEND_WHISPERX)))
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docker-save-%: backend-images
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docker save local-ai-backend:$* -o backend-images/$*.tar
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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-chatterbox docker-build-vibevoice docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts docker-build-qwen-asr docker-build-voxcpm docker-build-whisperx
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docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-vllm-omni docker-build-transformers docker-build-outetts docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-chatterbox docker-build-vibevoice docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts docker-build-qwen-asr docker-build-voxcpm docker-build-whisperx
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########################################################
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### Mock Backend for E2E Tests
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@@ -105,6 +105,7 @@
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intel: "intel-rfdetr"
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#amd: "rocm-rfdetr"
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nvidia-l4t: "nvidia-l4t-arm64-rfdetr"
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metal: "metal-rfdetr"
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default: "cpu-rfdetr"
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nvidia-cuda-13: "cuda13-rfdetr"
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nvidia-cuda-12: "cuda12-rfdetr"
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@@ -223,6 +224,7 @@
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nvidia: "cuda12-rerankers"
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intel: "intel-rerankers"
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amd: "rocm-rerankers"
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metal: "metal-rerankers"
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- &transformers
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name: "transformers"
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icon: https://avatars.githubusercontent.com/u/25720743?s=200&v=4
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@@ -240,6 +242,7 @@
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nvidia: "cuda12-transformers"
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intel: "intel-transformers"
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amd: "rocm-transformers"
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metal: "metal-transformers"
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nvidia-cuda-13: "cuda13-transformers"
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nvidia-cuda-12: "cuda12-transformers"
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- &diffusers
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@@ -282,6 +285,7 @@
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nvidia: "cuda12-faster-whisper"
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intel: "intel-faster-whisper"
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amd: "rocm-faster-whisper"
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metal: "metal-faster-whisper"
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nvidia-cuda-13: "cuda13-faster-whisper"
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nvidia-cuda-12: "cuda12-faster-whisper"
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- &moonshine
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@@ -299,6 +303,7 @@
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alias: "moonshine"
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capabilities:
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nvidia: "cuda12-moonshine"
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metal: "metal-moonshine"
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default: "cpu-moonshine"
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nvidia-cuda-13: "cuda13-moonshine"
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nvidia-cuda-12: "cuda12-moonshine"
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@@ -318,6 +323,7 @@
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capabilities:
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nvidia: "cuda12-whisperx"
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amd: "rocm-whisperx"
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metal: "metal-whisperx"
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default: "cpu-whisperx"
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nvidia-cuda-13: "cuda13-whisperx"
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nvidia-cuda-12: "cuda12-whisperx"
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@@ -340,6 +346,7 @@
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intel: "intel-kokoro"
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amd: "rocm-kokoro"
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nvidia-l4t: "nvidia-l4t-kokoro"
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metal: "metal-kokoro"
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nvidia-cuda-13: "cuda13-kokoro"
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nvidia-cuda-12: "cuda12-kokoro"
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nvidia-l4t-cuda-12: "nvidia-l4t-arm64-kokoro"
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@@ -364,9 +371,25 @@
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nvidia: "cuda12-coqui"
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intel: "intel-coqui"
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amd: "rocm-coqui"
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metal: "metal-coqui"
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nvidia-cuda-13: "cuda13-coqui"
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nvidia-cuda-12: "cuda12-coqui"
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icon: https://avatars.githubusercontent.com/u/1338804?s=200&v=4
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- &outetts
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urls:
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- https://github.com/OuteAI/outetts
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description: |
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OuteTTS is an open-weight text-to-speech model from OuteAI (OuteAI/OuteTTS-0.3-1B).
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Supports custom speaker voices via audio path or default speakers.
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tags:
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- text-to-speech
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- TTS
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license: apache-2.0
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name: "outetts"
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alias: "outetts"
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capabilities:
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default: "cpu-outetts"
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nvidia-cuda-12: "cuda12-outetts"
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- &chatterbox
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urls:
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- https://github.com/resemble-ai/chatterbox
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@@ -405,6 +428,7 @@
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intel: "intel-vibevoice"
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amd: "rocm-vibevoice"
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nvidia-l4t: "nvidia-l4t-vibevoice"
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metal: "metal-vibevoice"
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default: "cpu-vibevoice"
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nvidia-cuda-13: "cuda13-vibevoice"
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nvidia-cuda-12: "cuda12-vibevoice"
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@@ -427,6 +451,7 @@
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intel: "intel-qwen-tts"
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amd: "rocm-qwen-tts"
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nvidia-l4t: "nvidia-l4t-qwen-tts"
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metal: "metal-qwen-tts"
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default: "cpu-qwen-tts"
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nvidia-cuda-13: "cuda13-qwen-tts"
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nvidia-cuda-12: "cuda12-qwen-tts"
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@@ -449,6 +474,7 @@
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intel: "intel-qwen-asr"
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amd: "rocm-qwen-asr"
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nvidia-l4t: "nvidia-l4t-qwen-asr"
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metal: "metal-qwen-asr"
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default: "cpu-qwen-asr"
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nvidia-cuda-13: "cuda13-qwen-asr"
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nvidia-cuda-12: "cuda12-qwen-asr"
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@@ -470,6 +496,7 @@
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nvidia: "cuda12-voxcpm"
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intel: "intel-voxcpm"
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amd: "rocm-voxcpm"
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metal: "metal-voxcpm"
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default: "cpu-voxcpm"
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nvidia-cuda-13: "cuda13-voxcpm"
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nvidia-cuda-12: "cuda12-voxcpm"
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@@ -490,6 +517,7 @@
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intel: "intel-pocket-tts"
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amd: "rocm-pocket-tts"
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nvidia-l4t: "nvidia-l4t-pocket-tts"
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metal: "metal-pocket-tts"
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default: "cpu-pocket-tts"
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nvidia-cuda-13: "cuda13-pocket-tts"
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nvidia-cuda-12: "cuda12-pocket-tts"
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@@ -655,26 +683,76 @@
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uri: "quay.io/go-skynet/local-ai-backends:master-kitten-tts"
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mirrors:
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- localai/localai-backends:master-kitten-tts
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- !!merge <<: *kitten-tts
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name: "metal-kitten-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-kitten-tts"
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mirrors:
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- localai/localai-backends:latest-metal-darwin-arm64-kitten-tts
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- !!merge <<: *kitten-tts
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name: "metal-kitten-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-kitten-tts"
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mirrors:
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- localai/localai-backends:master-metal-darwin-arm64-kitten-tts
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- !!merge <<: *huggingface
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name: "huggingface-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-huggingface"
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mirrors:
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- localai/localai-backends:master-huggingface
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- !!merge <<: *huggingface
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name: "metal-huggingface"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-huggingface"
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mirrors:
|
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- localai/localai-backends:latest-metal-darwin-arm64-huggingface
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- !!merge <<: *huggingface
|
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name: "metal-huggingface-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-huggingface"
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mirrors:
|
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- localai/localai-backends:master-metal-darwin-arm64-huggingface
|
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- !!merge <<: *local-store
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name: "local-store-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-local-store"
|
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mirrors:
|
||||
- localai/localai-backends:master-cpu-local-store
|
||||
- !!merge <<: *local-store
|
||||
name: "metal-local-store"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-local-store"
|
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mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-local-store
|
||||
- !!merge <<: *local-store
|
||||
name: "metal-local-store-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-local-store"
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mirrors:
|
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- localai/localai-backends:master-metal-darwin-arm64-local-store
|
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- !!merge <<: *silero-vad
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name: "silero-vad-development"
|
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uri: "quay.io/go-skynet/local-ai-backends:master-cpu-silero-vad"
|
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mirrors:
|
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- localai/localai-backends:master-cpu-silero-vad
|
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- !!merge <<: *silero-vad
|
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name: "metal-silero-vad"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-silero-vad"
|
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mirrors:
|
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- localai/localai-backends:latest-metal-darwin-arm64-silero-vad
|
||||
- !!merge <<: *silero-vad
|
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name: "metal-silero-vad-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-silero-vad"
|
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mirrors:
|
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- localai/localai-backends:master-metal-darwin-arm64-silero-vad
|
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- !!merge <<: *piper
|
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name: "piper-development"
|
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uri: "quay.io/go-skynet/local-ai-backends:master-piper"
|
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mirrors:
|
||||
- localai/localai-backends:master-piper
|
||||
- !!merge <<: *piper
|
||||
name: "metal-piper"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-piper"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-piper
|
||||
- !!merge <<: *piper
|
||||
name: "metal-piper-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-piper"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-piper
|
||||
## llama-cpp
|
||||
- !!merge <<: *llamacpp
|
||||
name: "nvidia-l4t-arm64-llama-cpp"
|
||||
@@ -1048,6 +1126,7 @@
|
||||
intel: "intel-rfdetr-development"
|
||||
#amd: "rocm-rfdetr-development"
|
||||
nvidia-l4t: "nvidia-l4t-arm64-rfdetr-development"
|
||||
metal: "metal-rfdetr-development"
|
||||
default: "cpu-rfdetr-development"
|
||||
nvidia-cuda-13: "cuda13-rfdetr-development"
|
||||
- !!merge <<: *rfdetr
|
||||
@@ -1115,6 +1194,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-rfdetr"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-rfdetr
|
||||
- !!merge <<: *rfdetr
|
||||
name: "metal-rfdetr"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-rfdetr"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-rfdetr
|
||||
- !!merge <<: *rfdetr
|
||||
name: "metal-rfdetr-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-rfdetr"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-rfdetr
|
||||
## Rerankers
|
||||
- !!merge <<: *rerankers
|
||||
name: "rerankers-development"
|
||||
@@ -1122,6 +1211,7 @@
|
||||
nvidia: "cuda12-rerankers-development"
|
||||
intel: "intel-rerankers-development"
|
||||
amd: "rocm-rerankers-development"
|
||||
metal: "metal-rerankers-development"
|
||||
nvidia-cuda-13: "cuda13-rerankers-development"
|
||||
- !!merge <<: *rerankers
|
||||
name: "cuda12-rerankers"
|
||||
@@ -1163,6 +1253,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-rerankers"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-rerankers
|
||||
- !!merge <<: *rerankers
|
||||
name: "metal-rerankers"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-rerankers"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-rerankers
|
||||
- !!merge <<: *rerankers
|
||||
name: "metal-rerankers-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-rerankers"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-rerankers
|
||||
## Transformers
|
||||
- !!merge <<: *transformers
|
||||
name: "transformers-development"
|
||||
@@ -1170,6 +1270,7 @@
|
||||
nvidia: "cuda12-transformers-development"
|
||||
intel: "intel-transformers-development"
|
||||
amd: "rocm-transformers-development"
|
||||
metal: "metal-transformers-development"
|
||||
nvidia-cuda-13: "cuda13-transformers-development"
|
||||
- !!merge <<: *transformers
|
||||
name: "cuda12-transformers"
|
||||
@@ -1211,6 +1312,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-transformers"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-transformers
|
||||
- !!merge <<: *transformers
|
||||
name: "metal-transformers"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-transformers"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-transformers
|
||||
- !!merge <<: *transformers
|
||||
name: "metal-transformers-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-transformers"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-transformers
|
||||
## Diffusers
|
||||
- !!merge <<: *diffusers
|
||||
name: "diffusers-development"
|
||||
@@ -1310,6 +1421,7 @@
|
||||
intel: "intel-kokoro-development"
|
||||
amd: "rocm-kokoro-development"
|
||||
nvidia-l4t: "nvidia-l4t-kokoro-development"
|
||||
metal: "metal-kokoro-development"
|
||||
- !!merge <<: *kokoro
|
||||
name: "cuda12-kokoro-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-kokoro"
|
||||
@@ -1360,6 +1472,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-kokoro"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-kokoro
|
||||
- !!merge <<: *kokoro
|
||||
name: "metal-kokoro"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-kokoro"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-kokoro
|
||||
- !!merge <<: *kokoro
|
||||
name: "metal-kokoro-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-kokoro"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-kokoro
|
||||
## faster-whisper
|
||||
- !!merge <<: *faster-whisper
|
||||
name: "faster-whisper-development"
|
||||
@@ -1367,6 +1489,7 @@
|
||||
nvidia: "cuda12-faster-whisper-development"
|
||||
intel: "intel-faster-whisper-development"
|
||||
amd: "rocm-faster-whisper-development"
|
||||
metal: "metal-faster-whisper-development"
|
||||
nvidia-cuda-13: "cuda13-faster-whisper-development"
|
||||
- !!merge <<: *faster-whisper
|
||||
name: "cuda12-faster-whisper-development"
|
||||
@@ -1398,6 +1521,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-faster-whisper"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-faster-whisper
|
||||
- !!merge <<: *faster-whisper
|
||||
name: "metal-faster-whisper"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-faster-whisper"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-faster-whisper
|
||||
- !!merge <<: *faster-whisper
|
||||
name: "metal-faster-whisper-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-faster-whisper"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-faster-whisper
|
||||
## moonshine
|
||||
- !!merge <<: *moonshine
|
||||
name: "moonshine-development"
|
||||
@@ -1436,12 +1569,23 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-moonshine"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-moonshine
|
||||
- !!merge <<: *moonshine
|
||||
name: "metal-moonshine"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-moonshine"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-moonshine
|
||||
- !!merge <<: *moonshine
|
||||
name: "metal-moonshine-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-moonshine"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-moonshine
|
||||
## whisperx
|
||||
- !!merge <<: *whisperx
|
||||
name: "whisperx-development"
|
||||
capabilities:
|
||||
nvidia: "cuda12-whisperx-development"
|
||||
amd: "rocm-whisperx-development"
|
||||
metal: "metal-whisperx-development"
|
||||
default: "cpu-whisperx-development"
|
||||
nvidia-cuda-13: "cuda13-whisperx-development"
|
||||
nvidia-cuda-12: "cuda12-whisperx-development"
|
||||
@@ -1485,6 +1629,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-whisperx"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-13-whisperx
|
||||
- !!merge <<: *whisperx
|
||||
name: "metal-whisperx"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-whisperx"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-whisperx
|
||||
- !!merge <<: *whisperx
|
||||
name: "metal-whisperx-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-whisperx"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-whisperx
|
||||
## coqui
|
||||
|
||||
- !!merge <<: *coqui
|
||||
@@ -1493,6 +1647,7 @@
|
||||
nvidia: "cuda12-coqui-development"
|
||||
intel: "intel-coqui-development"
|
||||
amd: "rocm-coqui-development"
|
||||
metal: "metal-coqui-development"
|
||||
- !!merge <<: *coqui
|
||||
name: "cuda12-coqui"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-coqui"
|
||||
@@ -1523,6 +1678,42 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-rocm-hipblas-coqui"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-gpu-rocm-hipblas-coqui
|
||||
- !!merge <<: *coqui
|
||||
name: "metal-coqui"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-coqui"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-coqui
|
||||
- !!merge <<: *coqui
|
||||
name: "metal-coqui-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-coqui"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-coqui
|
||||
## outetts
|
||||
- !!merge <<: *outetts
|
||||
name: "outetts-development"
|
||||
capabilities:
|
||||
default: "cpu-outetts-development"
|
||||
nvidia-cuda-12: "cuda12-outetts-development"
|
||||
- !!merge <<: *outetts
|
||||
name: "cpu-outetts"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-outetts"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-cpu-outetts
|
||||
- !!merge <<: *outetts
|
||||
name: "cpu-outetts-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-outetts"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-cpu-outetts
|
||||
- !!merge <<: *outetts
|
||||
name: "cuda12-outetts"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-outetts"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-gpu-nvidia-cuda-12-outetts
|
||||
- !!merge <<: *outetts
|
||||
name: "cuda12-outetts-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-outetts"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-nvidia-cuda-12-outetts
|
||||
## chatterbox
|
||||
- !!merge <<: *chatterbox
|
||||
name: "chatterbox-development"
|
||||
@@ -1603,6 +1794,7 @@
|
||||
intel: "intel-vibevoice-development"
|
||||
amd: "rocm-vibevoice-development"
|
||||
nvidia-l4t: "nvidia-l4t-vibevoice-development"
|
||||
metal: "metal-vibevoice-development"
|
||||
default: "cpu-vibevoice-development"
|
||||
nvidia-cuda-13: "cuda13-vibevoice-development"
|
||||
nvidia-cuda-12: "cuda12-vibevoice-development"
|
||||
@@ -1678,6 +1870,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-vibevoice"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-vibevoice
|
||||
- !!merge <<: *vibevoice
|
||||
name: "metal-vibevoice"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-vibevoice"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-vibevoice
|
||||
- !!merge <<: *vibevoice
|
||||
name: "metal-vibevoice-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-vibevoice"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-vibevoice
|
||||
## qwen-tts
|
||||
- !!merge <<: *qwen-tts
|
||||
name: "qwen-tts-development"
|
||||
@@ -1686,6 +1888,7 @@
|
||||
intel: "intel-qwen-tts-development"
|
||||
amd: "rocm-qwen-tts-development"
|
||||
nvidia-l4t: "nvidia-l4t-qwen-tts-development"
|
||||
metal: "metal-qwen-tts-development"
|
||||
default: "cpu-qwen-tts-development"
|
||||
nvidia-cuda-13: "cuda13-qwen-tts-development"
|
||||
nvidia-cuda-12: "cuda12-qwen-tts-development"
|
||||
@@ -1761,6 +1964,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-tts"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-tts
|
||||
- !!merge <<: *qwen-tts
|
||||
name: "metal-qwen-tts"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-qwen-tts"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-qwen-tts
|
||||
- !!merge <<: *qwen-tts
|
||||
name: "metal-qwen-tts-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-qwen-tts"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-qwen-tts
|
||||
## qwen-asr
|
||||
- !!merge <<: *qwen-asr
|
||||
name: "qwen-asr-development"
|
||||
@@ -1769,6 +1982,7 @@
|
||||
intel: "intel-qwen-asr-development"
|
||||
amd: "rocm-qwen-asr-development"
|
||||
nvidia-l4t: "nvidia-l4t-qwen-asr-development"
|
||||
metal: "metal-qwen-asr-development"
|
||||
default: "cpu-qwen-asr-development"
|
||||
nvidia-cuda-13: "cuda13-qwen-asr-development"
|
||||
nvidia-cuda-12: "cuda12-qwen-asr-development"
|
||||
@@ -1844,6 +2058,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-asr"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-asr
|
||||
- !!merge <<: *qwen-asr
|
||||
name: "metal-qwen-asr"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-qwen-asr"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-qwen-asr
|
||||
- !!merge <<: *qwen-asr
|
||||
name: "metal-qwen-asr-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-qwen-asr"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-qwen-asr
|
||||
## voxcpm
|
||||
- !!merge <<: *voxcpm
|
||||
name: "voxcpm-development"
|
||||
@@ -1851,6 +2075,7 @@
|
||||
nvidia: "cuda12-voxcpm-development"
|
||||
intel: "intel-voxcpm-development"
|
||||
amd: "rocm-voxcpm-development"
|
||||
metal: "metal-voxcpm-development"
|
||||
default: "cpu-voxcpm-development"
|
||||
nvidia-cuda-13: "cuda13-voxcpm-development"
|
||||
nvidia-cuda-12: "cuda12-voxcpm-development"
|
||||
@@ -1904,6 +2129,16 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-rocm-hipblas-voxcpm"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-gpu-rocm-hipblas-voxcpm
|
||||
- !!merge <<: *voxcpm
|
||||
name: "metal-voxcpm"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-voxcpm"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-voxcpm
|
||||
- !!merge <<: *voxcpm
|
||||
name: "metal-voxcpm-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-voxcpm"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-voxcpm
|
||||
## pocket-tts
|
||||
- !!merge <<: *pocket-tts
|
||||
name: "pocket-tts-development"
|
||||
@@ -1912,6 +2147,7 @@
|
||||
intel: "intel-pocket-tts-development"
|
||||
amd: "rocm-pocket-tts-development"
|
||||
nvidia-l4t: "nvidia-l4t-pocket-tts-development"
|
||||
metal: "metal-pocket-tts-development"
|
||||
default: "cpu-pocket-tts-development"
|
||||
nvidia-cuda-13: "cuda13-pocket-tts-development"
|
||||
nvidia-cuda-12: "cuda12-pocket-tts-development"
|
||||
@@ -1987,3 +2223,13 @@
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-pocket-tts"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-pocket-tts
|
||||
- !!merge <<: *pocket-tts
|
||||
name: "metal-pocket-tts"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-pocket-tts"
|
||||
mirrors:
|
||||
- localai/localai-backends:latest-metal-darwin-arm64-pocket-tts
|
||||
- !!merge <<: *pocket-tts
|
||||
name: "metal-pocket-tts-development"
|
||||
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-pocket-tts"
|
||||
mirrors:
|
||||
- localai/localai-backends:master-metal-darwin-arm64-pocket-tts
|
||||
|
||||
7
backend/python/chatterbox/requirements-mps.txt
Normal file
7
backend/python/chatterbox/requirements-mps.txt
Normal file
@@ -0,0 +1,7 @@
|
||||
torch
|
||||
torchaudio
|
||||
accelerate
|
||||
numpy>=1.24.0,<1.26.0
|
||||
transformers
|
||||
# https://github.com/mudler/LocalAI/pull/6240#issuecomment-3329518289
|
||||
chatterbox-tts@git+https://git@github.com/mudler/chatterbox.git@faster
|
||||
4
backend/python/coqui/requirements-mps.txt
Normal file
4
backend/python/coqui/requirements-mps.txt
Normal file
@@ -0,0 +1,4 @@
|
||||
torch==2.7.1
|
||||
transformers==4.48.3
|
||||
accelerate
|
||||
coqui-tts
|
||||
8
backend/python/faster-whisper/requirements-mps.txt
Normal file
8
backend/python/faster-whisper/requirements-mps.txt
Normal file
@@ -0,0 +1,8 @@
|
||||
torch==2.7.1
|
||||
faster-whisper
|
||||
opencv-python
|
||||
accelerate
|
||||
compel
|
||||
peft
|
||||
sentencepiece
|
||||
optimum-quanto
|
||||
5
backend/python/kitten-tts/requirements-mps.txt
Normal file
5
backend/python/kitten-tts/requirements-mps.txt
Normal file
@@ -0,0 +1,5 @@
|
||||
grpcio==1.71.0
|
||||
protobuf
|
||||
certifi
|
||||
packaging==24.1
|
||||
https://github.com/KittenML/KittenTTS/releases/download/0.1/kittentts-0.1.0-py3-none-any.whl
|
||||
5
backend/python/kokoro/requirements-mps.txt
Normal file
5
backend/python/kokoro/requirements-mps.txt
Normal file
@@ -0,0 +1,5 @@
|
||||
torch==2.7.1
|
||||
transformers
|
||||
accelerate
|
||||
kokoro
|
||||
soundfile
|
||||
4
backend/python/moonshine/requirements-mps.txt
Normal file
4
backend/python/moonshine/requirements-mps.txt
Normal file
@@ -0,0 +1,4 @@
|
||||
grpcio==1.71.0
|
||||
protobuf
|
||||
grpcio-tools
|
||||
useful-moonshine-onnx@git+https://git@github.com/moonshine-ai/moonshine.git#subdirectory=moonshine-onnx
|
||||
23
backend/python/outetts/Makefile
Normal file
23
backend/python/outetts/Makefile
Normal file
@@ -0,0 +1,23 @@
|
||||
.PHONY: outetts
|
||||
outetts:
|
||||
bash install.sh
|
||||
|
||||
.PHONY: run
|
||||
run: outetts
|
||||
@echo "Running outetts..."
|
||||
bash run.sh
|
||||
@echo "outetts run."
|
||||
|
||||
.PHONY: test
|
||||
test: outetts
|
||||
@echo "Testing outetts..."
|
||||
bash test.sh
|
||||
@echo "outetts tested."
|
||||
|
||||
.PHONY: protogen-clean
|
||||
protogen-clean:
|
||||
$(RM) backend_pb2_grpc.py backend_pb2.py
|
||||
|
||||
.PHONY: clean
|
||||
clean: protogen-clean
|
||||
rm -rf venv __pycache__
|
||||
138
backend/python/outetts/backend.py
Normal file
138
backend/python/outetts/backend.py
Normal file
@@ -0,0 +1,138 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
gRPC server for OuteTTS (OuteAI TTS) models.
|
||||
"""
|
||||
from concurrent import futures
|
||||
|
||||
import argparse
|
||||
import signal
|
||||
import sys
|
||||
import os
|
||||
import asyncio
|
||||
|
||||
import backend_pb2
|
||||
import backend_pb2_grpc
|
||||
|
||||
import grpc
|
||||
import outetts
|
||||
|
||||
_ONE_DAY_IN_SECONDS = 60 * 60 * 24
|
||||
|
||||
MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
|
||||
|
||||
|
||||
class BackendServicer(backend_pb2_grpc.BackendServicer):
|
||||
def Health(self, request, context):
|
||||
return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
|
||||
|
||||
def LoadModel(self, request, context):
|
||||
model_name = request.Model
|
||||
if os.path.exists(request.ModelFile):
|
||||
model_name = request.ModelFile
|
||||
|
||||
self.options = {}
|
||||
for opt in request.Options:
|
||||
if ":" not in opt:
|
||||
continue
|
||||
key, value = opt.split(":", 1)
|
||||
try:
|
||||
if "." in value:
|
||||
value = float(value)
|
||||
else:
|
||||
value = int(value)
|
||||
except ValueError:
|
||||
pass
|
||||
self.options[key] = value
|
||||
|
||||
MODELNAME = "OuteAI/OuteTTS-0.3-1B"
|
||||
TOKENIZER = "OuteAI/OuteTTS-0.3-1B"
|
||||
VERSION = "0.3"
|
||||
SPEAKER = "en_male_1"
|
||||
for opt in request.Options:
|
||||
if opt.startswith("tokenizer:"):
|
||||
TOKENIZER = opt.split(":")[1]
|
||||
break
|
||||
if opt.startswith("version:"):
|
||||
VERSION = opt.split(":")[1]
|
||||
break
|
||||
if opt.startswith("speaker:"):
|
||||
SPEAKER = opt.split(":")[1]
|
||||
break
|
||||
|
||||
if model_name != "":
|
||||
MODELNAME = model_name
|
||||
|
||||
try:
|
||||
model_config = outetts.HFModelConfig_v2(
|
||||
model_path=MODELNAME,
|
||||
tokenizer_path=TOKENIZER
|
||||
)
|
||||
self.interface = outetts.InterfaceHF(model_version=VERSION, cfg=model_config)
|
||||
|
||||
self.interface.print_default_speakers()
|
||||
if request.AudioPath:
|
||||
if os.path.isabs(request.AudioPath):
|
||||
self.AudioPath = request.AudioPath
|
||||
else:
|
||||
self.AudioPath = os.path.join(request.ModelPath, request.AudioPath)
|
||||
self.speaker = self.interface.create_speaker(audio_path=self.AudioPath)
|
||||
else:
|
||||
self.speaker = self.interface.load_default_speaker(name=SPEAKER)
|
||||
|
||||
if request.ContextSize > 0:
|
||||
self.max_tokens = request.ContextSize
|
||||
else:
|
||||
self.max_tokens = self.options.get("max_new_tokens", 512)
|
||||
|
||||
except Exception as err:
|
||||
print("Error:", err, file=sys.stderr)
|
||||
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
|
||||
return backend_pb2.Result(message="Model loaded successfully", success=True)
|
||||
|
||||
def TTS(self, request, context):
|
||||
try:
|
||||
text = request.text if request.text else "Speech synthesis is the artificial production of human speech."
|
||||
print("[OuteTTS] generating TTS", file=sys.stderr)
|
||||
gen_cfg = outetts.GenerationConfig(
|
||||
text=text,
|
||||
temperature=self.options.get("temperature", 0.1),
|
||||
repetition_penalty=self.options.get("repetition_penalty", 1.1),
|
||||
max_length=self.max_tokens,
|
||||
speaker=self.speaker,
|
||||
)
|
||||
output = self.interface.generate(config=gen_cfg)
|
||||
print("[OuteTTS] Generated TTS", file=sys.stderr)
|
||||
output.save(request.dst)
|
||||
print("[OuteTTS] TTS done", file=sys.stderr)
|
||||
except Exception as err:
|
||||
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
|
||||
return backend_pb2.Result(success=True)
|
||||
|
||||
|
||||
async def serve(address):
|
||||
server = grpc.aio.server(
|
||||
migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
|
||||
options=[
|
||||
('grpc.max_message_length', 50 * 1024 * 1024),
|
||||
('grpc.max_send_message_length', 50 * 1024 * 1024),
|
||||
('grpc.max_receive_message_length', 50 * 1024 * 1024),
|
||||
])
|
||||
backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
|
||||
server.add_insecure_port(address)
|
||||
|
||||
loop = asyncio.get_event_loop()
|
||||
for sig in (signal.SIGINT, signal.SIGTERM):
|
||||
loop.add_signal_handler(
|
||||
sig, lambda: asyncio.ensure_future(server.stop(5))
|
||||
)
|
||||
|
||||
await server.start()
|
||||
print("Server started. Listening on: " + address, file=sys.stderr)
|
||||
await server.wait_for_termination()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
parser = argparse.ArgumentParser(description="Run the OuteTTS gRPC server.")
|
||||
parser.add_argument("--addr", default="localhost:50051", help="The address to bind the server to.")
|
||||
args = parser.parse_args()
|
||||
asyncio.run(serve(args.addr))
|
||||
11
backend/python/outetts/install.sh
Normal file
11
backend/python/outetts/install.sh
Normal file
@@ -0,0 +1,11 @@
|
||||
#!/bin/bash
|
||||
set -e
|
||||
|
||||
backend_dir=$(dirname $0)
|
||||
if [ -d $backend_dir/common ]; then
|
||||
source $backend_dir/common/libbackend.sh
|
||||
else
|
||||
source $backend_dir/../common/libbackend.sh
|
||||
fi
|
||||
|
||||
installRequirements
|
||||
7
backend/python/outetts/requirements-cpu.txt
Normal file
7
backend/python/outetts/requirements-cpu.txt
Normal file
@@ -0,0 +1,7 @@
|
||||
torch==2.7.1
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
accelerate
|
||||
bitsandbytes
|
||||
outetts
|
||||
protobuf==6.33.5
|
||||
7
backend/python/outetts/requirements-cublas12.txt
Normal file
7
backend/python/outetts/requirements-cublas12.txt
Normal file
@@ -0,0 +1,7 @@
|
||||
torch==2.7.1
|
||||
accelerate
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
bitsandbytes
|
||||
protobuf==6.33.5
|
||||
outetts
|
||||
7
backend/python/outetts/requirements-cublas13.txt
Normal file
7
backend/python/outetts/requirements-cublas13.txt
Normal file
@@ -0,0 +1,7 @@
|
||||
--extra-index-url https://download.pytorch.org/whl/cu130
|
||||
torch==2.9.0
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
bitsandbytes
|
||||
outetts
|
||||
protobuf==6.33.5
|
||||
8
backend/python/outetts/requirements-hipblas.txt
Normal file
8
backend/python/outetts/requirements-hipblas.txt
Normal file
@@ -0,0 +1,8 @@
|
||||
--extra-index-url https://download.pytorch.org/whl/rocm6.4
|
||||
torch==2.8.0+rocm6.4
|
||||
accelerate
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
bitsandbytes
|
||||
outetts
|
||||
protobuf==6.33.5
|
||||
8
backend/python/outetts/requirements-intel.txt
Normal file
8
backend/python/outetts/requirements-intel.txt
Normal file
@@ -0,0 +1,8 @@
|
||||
--extra-index-url https://download.pytorch.org/whl/xpu
|
||||
torch
|
||||
optimum[openvino]
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
bitsandbytes
|
||||
outetts
|
||||
protobuf==6.33.5
|
||||
6
backend/python/outetts/requirements.txt
Normal file
6
backend/python/outetts/requirements.txt
Normal file
@@ -0,0 +1,6 @@
|
||||
grpcio==1.76.0
|
||||
protobuf==6.33.5
|
||||
certifi
|
||||
setuptools
|
||||
scipy==1.15.1
|
||||
numpy>=2.0.0
|
||||
9
backend/python/outetts/run.sh
Normal file
9
backend/python/outetts/run.sh
Normal file
@@ -0,0 +1,9 @@
|
||||
#!/bin/bash
|
||||
backend_dir=$(dirname $0)
|
||||
if [ -d $backend_dir/common ]; then
|
||||
source $backend_dir/common/libbackend.sh
|
||||
else
|
||||
source $backend_dir/../common/libbackend.sh
|
||||
fi
|
||||
|
||||
startBackend $@
|
||||
35
backend/python/outetts/test.py
Normal file
35
backend/python/outetts/test.py
Normal file
@@ -0,0 +1,35 @@
|
||||
"""
|
||||
Test script for the OuteTTS gRPC service.
|
||||
"""
|
||||
import unittest
|
||||
import subprocess
|
||||
import time
|
||||
import backend_pb2
|
||||
import backend_pb2_grpc
|
||||
|
||||
import grpc
|
||||
|
||||
|
||||
class TestBackendServicer(unittest.TestCase):
|
||||
def setUp(self):
|
||||
self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
|
||||
time.sleep(5)
|
||||
|
||||
def tearDown(self):
|
||||
self.service.terminate()
|
||||
self.service.wait()
|
||||
|
||||
def test_health(self):
|
||||
try:
|
||||
with grpc.insecure_channel("localhost:50051") as channel:
|
||||
stub = backend_pb2_grpc.BackendStub(channel)
|
||||
response = stub.Health(backend_pb2.HealthMessage())
|
||||
self.assertEqual(response.message, b'OK')
|
||||
except Exception as err:
|
||||
self.fail(f"Health check failed: {err}")
|
||||
finally:
|
||||
self.tearDown()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
11
backend/python/outetts/test.sh
Normal file
11
backend/python/outetts/test.sh
Normal file
@@ -0,0 +1,11 @@
|
||||
#!/bin/bash
|
||||
set -e
|
||||
|
||||
backend_dir=$(dirname $0)
|
||||
if [ -d $backend_dir/common ]; then
|
||||
source $backend_dir/common/libbackend.sh
|
||||
else
|
||||
source $backend_dir/../common/libbackend.sh
|
||||
fi
|
||||
|
||||
runUnittests
|
||||
4
backend/python/rerankers/requirements-mps.txt
Normal file
4
backend/python/rerankers/requirements-mps.txt
Normal file
@@ -0,0 +1,4 @@
|
||||
torch==2.7.1
|
||||
transformers
|
||||
accelerate
|
||||
rerankers[transformers]
|
||||
7
backend/python/rfdetr/requirements-mps.txt
Normal file
7
backend/python/rfdetr/requirements-mps.txt
Normal file
@@ -0,0 +1,7 @@
|
||||
torch==2.7.1
|
||||
rfdetr
|
||||
opencv-python
|
||||
accelerate
|
||||
peft
|
||||
inference
|
||||
optimum-quanto
|
||||
@@ -24,7 +24,6 @@ XPU=os.environ.get("XPU", "0") == "1"
|
||||
from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreamer, StoppingCriteriaList, StopStringCriteria, MambaConfig, MambaForCausalLM
|
||||
from transformers import AutoProcessor, MusicgenForConditionalGeneration, DiaForConditionalGeneration
|
||||
from scipy.io import wavfile
|
||||
import outetts
|
||||
from sentence_transformers import SentenceTransformer
|
||||
|
||||
|
||||
@@ -89,7 +88,6 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
|
||||
|
||||
self.CUDA = torch.cuda.is_available()
|
||||
self.OV=False
|
||||
self.OuteTTS=False
|
||||
self.DiaTTS=False
|
||||
self.SentenceTransformer = False
|
||||
|
||||
@@ -239,45 +237,6 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
|
||||
self.processor = self.processor.to("cuda")
|
||||
print("DiaForConditionalGeneration loaded", file=sys.stderr)
|
||||
self.DiaTTS = True
|
||||
elif request.Type == "OuteTTS":
|
||||
autoTokenizer = False
|
||||
options = request.Options
|
||||
MODELNAME = "OuteAI/OuteTTS-0.3-1B"
|
||||
TOKENIZER = "OuteAI/OuteTTS-0.3-1B"
|
||||
VERSION = "0.3"
|
||||
SPEAKER = "en_male_1"
|
||||
for opt in options:
|
||||
if opt.startswith("tokenizer:"):
|
||||
TOKENIZER = opt.split(":")[1]
|
||||
break
|
||||
if opt.startswith("version:"):
|
||||
VERSION = opt.split(":")[1]
|
||||
break
|
||||
if opt.startswith("speaker:"):
|
||||
SPEAKER = opt.split(":")[1]
|
||||
break
|
||||
|
||||
if model_name != "":
|
||||
MODELNAME = model_name
|
||||
|
||||
# Configure the model
|
||||
model_config = outetts.HFModelConfig_v2(
|
||||
model_path=MODELNAME,
|
||||
tokenizer_path=TOKENIZER
|
||||
)
|
||||
# Initialize the interface
|
||||
self.interface = outetts.InterfaceHF(model_version=VERSION, cfg=model_config)
|
||||
self.OuteTTS = True
|
||||
|
||||
self.interface.print_default_speakers()
|
||||
if request.AudioPath:
|
||||
if os.path.isabs(request.AudioPath):
|
||||
self.AudioPath = request.AudioPath
|
||||
else:
|
||||
self.AudioPath = os.path.join(request.ModelPath, request.AudioPath)
|
||||
self.speaker = self.interface.create_speaker(audio_path=self.AudioPath)
|
||||
else:
|
||||
self.speaker = self.interface.load_default_speaker(name=SPEAKER)
|
||||
elif request.Type == "SentenceTransformer":
|
||||
autoTokenizer = False
|
||||
self.model = SentenceTransformer(model_name, trust_remote_code=request.TrustRemoteCode)
|
||||
@@ -588,30 +547,8 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
|
||||
return backend_pb2.Result(success=True)
|
||||
|
||||
|
||||
def CallOuteTTS(self, request, context):
|
||||
try:
|
||||
print("[OuteTTS] generating TTS", file=sys.stderr)
|
||||
gen_cfg = outetts.GenerationConfig(
|
||||
text="Speech synthesis is the artificial production of human speech.",
|
||||
temperature=self.options.get("temperature", 0.1),
|
||||
repetition_penalty=self.options.get("repetition_penalty", 1.1),
|
||||
max_length=self.max_tokens,
|
||||
speaker=self.speaker,
|
||||
# voice_characteristics="upbeat enthusiasm, friendliness, clarity, professionalism, and trustworthiness"
|
||||
)
|
||||
output = self.interface.generate(config=gen_cfg)
|
||||
print("[OuteTTS] Generated TTS", file=sys.stderr)
|
||||
output.save(request.dst)
|
||||
print("[OuteTTS] TTS done", file=sys.stderr)
|
||||
except Exception as err:
|
||||
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
|
||||
return backend_pb2.Result(success=True)
|
||||
|
||||
# The TTS endpoint is older, and provides fewer features, but exists for compatibility reasons
|
||||
def TTS(self, request, context):
|
||||
if self.OuteTTS:
|
||||
return self.CallOuteTTS(request, context)
|
||||
|
||||
if self.DiaTTS:
|
||||
print("DiaTTS", file=sys.stderr)
|
||||
return self.CallDiaTTS(request, context)
|
||||
|
||||
@@ -4,6 +4,5 @@ numba==0.60.0
|
||||
accelerate
|
||||
transformers
|
||||
bitsandbytes
|
||||
outetts
|
||||
sentence-transformers==5.2.2
|
||||
protobuf==6.33.5
|
||||
@@ -4,6 +4,5 @@ llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
transformers
|
||||
bitsandbytes
|
||||
outetts
|
||||
sentence-transformers==5.2.2
|
||||
protobuf==6.33.5
|
||||
@@ -4,6 +4,5 @@ llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
transformers
|
||||
bitsandbytes
|
||||
outetts
|
||||
sentence-transformers==5.2.2
|
||||
protobuf==6.33.5
|
||||
@@ -5,7 +5,5 @@ transformers
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
bitsandbytes
|
||||
outetts
|
||||
bitsandbytes
|
||||
sentence-transformers==5.2.2
|
||||
protobuf==6.33.5
|
||||
@@ -5,6 +5,5 @@ llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
transformers
|
||||
bitsandbytes
|
||||
outetts
|
||||
sentence-transformers==5.2.2
|
||||
protobuf==6.33.5
|
||||
8
backend/python/transformers/requirements-mps.txt
Normal file
8
backend/python/transformers/requirements-mps.txt
Normal file
@@ -0,0 +1,8 @@
|
||||
torch==2.7.1
|
||||
llvmlite==0.43.0
|
||||
numba==0.60.0
|
||||
accelerate
|
||||
transformers
|
||||
bitsandbytes
|
||||
sentence-transformers==5.2.2
|
||||
protobuf==6.33.5
|
||||
@@ -8,6 +8,8 @@ else
|
||||
source $backend_dir/../common/libbackend.sh
|
||||
fi
|
||||
|
||||
EXTRA_PIP_INSTALL_FLAGS+=" --index-strategy unsafe-best-match"
|
||||
if [ "x${BUILD_PROFILE}" != "xmetal" ] && [ "x${BUILD_PROFILE}" != "xmps" ]; then
|
||||
EXTRA_PIP_INSTALL_FLAGS+=" --index-strategy unsafe-best-match"
|
||||
fi
|
||||
|
||||
installRequirements
|
||||
|
||||
2
backend/python/whisperx/requirements-mps.txt
Normal file
2
backend/python/whisperx/requirements-mps.txt
Normal file
@@ -0,0 +1,2 @@
|
||||
torch
|
||||
whisperx @ git+https://github.com/m-bain/whisperX.git
|
||||
@@ -1842,7 +1842,7 @@
|
||||
- gpu
|
||||
- text-to-speech
|
||||
overrides:
|
||||
backend: "transformers"
|
||||
backend: "outetts"
|
||||
name: "outetts"
|
||||
description: "OuteTTS is a 1.6B parameter text to speech model created by OuteAI."
|
||||
parameters:
|
||||
|
||||
Reference in New Issue
Block a user