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add a way to specify the subfolder of the unet #185

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merged 3 commits into from
Jan 16, 2024
Merged

add a way to specify the subfolder of the unet #185

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1009137
fix invalid default value for --half in help
catwell Jan 16, 2024
e1cc958
add a way to specify the subfolder of the unet
catwell Jan 16, 2024
37381d1
unet conversion: add option to skip init check
catwell Jan 16, 2024
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20 changes: 17 additions & 3 deletions scripts/conversion/convert_diffusers_unet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,15 +12,17 @@
class Args(argparse.Namespace):
source_path: str
output_path: str | None
subfolder: str
half: bool
verbose: bool
skip_init_check: bool


def setup_converter(args: Args) -> ModelConverter:
# low_cpu_mem_usage=False stops some annoying console messages us to `pip install accelerate`
source: nn.Module = UNet2DConditionModel.from_pretrained( # type: ignore
pretrained_model_name_or_path=args.source_path,
subfolder="unet",
subfolder=args.subfolder,
low_cpu_mem_usage=False,
)
source_in_channels: int = source.config.in_channels # type: ignore
Expand Down Expand Up @@ -48,7 +50,13 @@ def setup_converter(args: Args) -> ModelConverter:
"keyword": {"added_cond_kwargs": added_cond_kwargs} if source_has_time_ids else {},
}

converter = ModelConverter(source_model=source, target_model=target, skip_output_check=True, verbose=args.verbose)
converter = ModelConverter(
source_model=source,
target_model=target,
skip_init_check=args.skip_init_check,
skip_output_check=True,
verbose=args.verbose,
)
if not converter.run(
source_args=source_args,
target_args=target_args,
Expand Down Expand Up @@ -81,7 +89,13 @@ def main() -> None:
" source path."
),
)
parser.add_argument("--half", action="store_true", help="Convert to half precision. Default: True")
parser.add_argument("--subfolder", type=str, default="unet", help="Subfolder. Default: unet.")
parser.add_argument(
"--skip-init-check",
action="store_true",
help="Skip check that source and target have the same layers count.",
)
parser.add_argument("--half", action="store_true", help="Convert to half precision.")
parser.add_argument(
"--verbose",
action="store_true",
Expand Down
2 changes: 1 addition & 1 deletion scripts/conversion/convert_transformers_clip_image_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -119,7 +119,7 @@ def main() -> None:
" source path."
),
)
parser.add_argument("--half", action="store_true", help="Convert to half precision. Default: True")
parser.add_argument("--half", action="store_true", help="Convert to half precision.")
parser.add_argument(
"--verbose",
action="store_true",
Expand Down
2 changes: 1 addition & 1 deletion scripts/conversion/convert_transformers_clip_text_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -100,7 +100,7 @@ def main() -> None:
" source path."
),
)
parser.add_argument("--half", action="store_true", help="Convert to half precision. Default: True")
parser.add_argument("--half", action="store_true", help="Convert to half precision.")
parser.add_argument(
"--verbose",
action="store_true",
Expand Down