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3e0fb45dd7
* use model_class.load_singlefile() instead of converting; works, but performance is poor * adjust the convert api - not right just yet * working, needs sql migrator update * rename migration_11 before conflict merge with main * Update invokeai/backend/model_manager/load/model_loaders/stable_diffusion.py Co-authored-by: Ryan Dick <ryanjdick3@gmail.com> * Update invokeai/backend/model_manager/load/model_loaders/stable_diffusion.py Co-authored-by: Ryan Dick <ryanjdick3@gmail.com> * implement lightweight version-by-version config migration * simplified config schema migration code * associate sdxl config with sdxl VAEs * remove use of original_config_file in load_single_file() --------- Co-authored-by: Lincoln Stein <lstein@gmail.com> Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
37 lines
1.2 KiB
Python
37 lines
1.2 KiB
Python
# Copyright (c) 2024, Lincoln D. Stein and the InvokeAI Development Team
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"""Class for VAE model loading in InvokeAI."""
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from typing import Optional
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from diffusers import AutoencoderKL
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from invokeai.backend.model_manager import (
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AnyModelConfig,
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BaseModelType,
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ModelFormat,
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ModelType,
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)
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from invokeai.backend.model_manager.config import AnyModel, SubModelType, VAECheckpointConfig
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from .. import ModelLoaderRegistry
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from .generic_diffusers import GenericDiffusersLoader
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@ModelLoaderRegistry.register(base=BaseModelType.Any, type=ModelType.VAE, format=ModelFormat.Diffusers)
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@ModelLoaderRegistry.register(base=BaseModelType.Any, type=ModelType.VAE, format=ModelFormat.Checkpoint)
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class VAELoader(GenericDiffusersLoader):
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"""Class to load VAE models."""
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def _load_model(
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self,
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config: AnyModelConfig,
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submodel_type: Optional[SubModelType] = None,
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) -> AnyModel:
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if isinstance(config, VAECheckpointConfig):
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return AutoencoderKL.from_single_file(
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config.path,
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torch_dtype=self._torch_dtype,
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)
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else:
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return super()._load_model(config, submodel_type)
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