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