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102 lines
2.7 KiB
Python
102 lines
2.7 KiB
Python
from immich_ml.config import clean_name
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from immich_ml.schemas import ModelSource
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_OPENCLIP_MODELS = {
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"RN101__openai",
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"RN101__yfcc15m",
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"RN50__cc12m",
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"RN50__openai",
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"RN50__yfcc15m",
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"RN50x16__openai",
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"RN50x4__openai",
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"RN50x64__openai",
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"ViT-B-16-SigLIP-256__webli",
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"ViT-B-16-SigLIP-384__webli",
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"ViT-B-16-SigLIP-512__webli",
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"ViT-B-16-SigLIP-i18n-256__webli",
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"ViT-B-16-SigLIP__webli",
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"ViT-B-16-plus-240__laion400m_e31",
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"ViT-B-16-plus-240__laion400m_e32",
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"ViT-B-16__laion400m_e31",
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"ViT-B-16__laion400m_e32",
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"ViT-B-16__openai",
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"ViT-B-32__laion2b-s34b-b79k",
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"ViT-B-32__laion2b_e16",
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"ViT-B-32__laion400m_e31",
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"ViT-B-32__laion400m_e32",
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"ViT-B-32__openai",
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"ViT-H-14-378-quickgelu__dfn5b",
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"ViT-H-14-quickgelu__dfn5b",
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"ViT-H-14__laion2b-s32b-b79k",
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"ViT-L-14-336__openai",
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"ViT-L-14-quickgelu__dfn2b",
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"ViT-L-14__laion2b-s32b-b82k",
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"ViT-L-14__laion400m_e31",
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"ViT-L-14__laion400m_e32",
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"ViT-L-14__openai",
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"ViT-L-16-SigLIP-256__webli",
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"ViT-L-16-SigLIP-384__webli",
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"ViT-SO400M-14-SigLIP-384__webli",
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"ViT-g-14__laion2b-s12b-b42k",
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"XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k",
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"XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k",
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"nllb-clip-base-siglip__mrl",
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"nllb-clip-base-siglip__v1",
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"nllb-clip-large-siglip__mrl",
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"nllb-clip-large-siglip__v1",
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"ViT-B-16-SigLIP2__webli",
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"ViT-B-32-SigLIP2-256__webli",
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"ViT-L-16-SigLIP2-256__webli",
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"ViT-L-16-SigLIP2-384__webli",
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"ViT-L-16-SigLIP2-512__webli",
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"ViT-SO400M-14-SigLIP2-378__webli",
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"ViT-SO400M-14-SigLIP2__webli",
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"ViT-SO400M-16-SigLIP2-256__webli",
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"ViT-SO400M-16-SigLIP2-384__webli",
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"ViT-SO400M-16-SigLIP2-512__webli",
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"ViT-gopt-16-SigLIP2-256__webli",
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"ViT-gopt-16-SigLIP2-384__webli",
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}
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_MCLIP_MODELS = {
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"LABSE-Vit-L-14",
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"XLM-Roberta-Large-Vit-B-16Plus",
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"XLM-Roberta-Large-Vit-B-32",
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"XLM-Roberta-Large-Vit-L-14",
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}
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_INSIGHTFACE_MODELS = {
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"antelopev2",
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"buffalo_s",
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"buffalo_m",
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"buffalo_l",
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}
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SUPPORTED_PROVIDERS = [
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"CUDAExecutionProvider",
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"ROCMExecutionProvider",
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"OpenVINOExecutionProvider",
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"CPUExecutionProvider",
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]
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RKNN_SUPPORTED_SOCS = ["rk3566", "rk3568", "rk3576", "rk3588"]
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RKNN_COREMASK_SUPPORTED_SOCS = ["rk3576", "rk3588"]
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def get_model_source(model_name: str) -> ModelSource | None:
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cleaned_name = clean_name(model_name)
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if cleaned_name in _INSIGHTFACE_MODELS:
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return ModelSource.INSIGHTFACE
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if cleaned_name in _MCLIP_MODELS:
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return ModelSource.MCLIP
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if cleaned_name in _OPENCLIP_MODELS:
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return ModelSource.OPENCLIP
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return None
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