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add run-sd-local arg

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Qing 2022-09-29 13:13:09 +08:00
parent ec7b2d8e2d
commit 4d6cec0ca2
4 changed files with 22 additions and 13 deletions
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23
README.md
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@ -57,16 +57,19 @@ lama-cleaner --model=lama --device=cpu --port=8080
Available arguments: Available arguments:
| Name | Description | Default | | Name | Description | Default |
| ----------------- | -------------------------------------------------------------------------------------------------------- | -------- | |-------------------|-------------------------------------------------------------------------------------------------------------------------------| -------- |
| --model | lama/ldm/zits/mat/fcf/sd. See details in [Inpaint Model](#inpainting-model) | lama | | --model | lama/ldm/zits/mat/fcf/sd1.4 See details in [Inpaint Model](#inpainting-model) | lama |
| --hf_access_token | stable-diffusion(sd) model need huggingface access token https://huggingface.co/docs/hub/security-tokens | | | --hf_access_token | stable-diffusion(sd) model need [huggingface access token](https://huggingface.co/docs/hub/security-tokens) to download model | |
| --device | cuda or cpu | cuda | | --sd-run-local | Once the model as downloaded, you can pass this arg and remove `--hf_access_token` | |
| --port | Port for backend flask web server | 8080 | | --sd-disable-nsfw | Disable stable-diffusion NSFW checker. | |
| --gui | Launch lama-cleaner as a desktop application | | | --sd-cpu-textencoder | Always run stable-diffusion TextEncoder model on CPU. | |
| --gui_size | Set the window size for the application | 1200 900 | | --device | cuda or cpu | cuda |
| --input | Path to image you want to load by default | None | | --port | Port for backend flask web server | 8080 |
| --debug | Enable debug mode for flask web server | | | --gui | Launch lama-cleaner as a desktop application | |
| --gui_size | Set the window size for the application | 1200 900 |
| --input | Path to image you want to load by default | None |
| --debug | Enable debug mode for flask web server | |
## Inpainting Model ## Inpainting Model

2
lama_cleaner/model/sd.py
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@ -70,7 +70,7 @@ class SD(InpaintModel):
def init_model(self, device: torch.device, **kwargs): def init_model(self, device: torch.device, **kwargs):
from .sd_pipeline import StableDiffusionInpaintPipeline from .sd_pipeline import StableDiffusionInpaintPipeline
model_kwargs = {} model_kwargs = {"local_files_only": kwargs['sd_run_local']}
if kwargs['sd_disable_nsfw']: if kwargs['sd_disable_nsfw']:
logger.info("Disable Stable Diffusion Model NSFW checker") logger.info("Disable Stable Diffusion Model NSFW checker")
model_kwargs.update(dict( model_kwargs.update(dict(

9
lama_cleaner/parse_args.py
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@ -20,13 +20,18 @@ def parse_args():
parser.add_argument( parser.add_argument(
"--sd-disable-nsfw", "--sd-disable-nsfw",
action="store_true", action="store_true",
help="Disable Stable Diffusion nsfw checker", help="Disable Stable Diffusion NSFW checker",
) )
parser.add_argument( parser.add_argument(
"--sd-cpu-textencoder", "--sd-cpu-textencoder",
action="store_true", action="store_true",
help="Always run Stable Diffusion TextEncoder model on CPU", help="Always run Stable Diffusion TextEncoder model on CPU",
) )
parser.add_argument(
"--sd-run-local",
action="store_true",
help="After first time Stable Diffusion model downloaded, you can add this arg and remove --hf_access_token",
)
parser.add_argument("--device", default="cuda", type=str, choices=["cuda", "cpu"]) parser.add_argument("--device", default="cuda", type=str, choices=["cuda", "cpu"])
parser.add_argument("--gui", action="store_true", help="Launch as desktop app") parser.add_argument("--gui", action="store_true", help="Launch as desktop app")
parser.add_argument( parser.add_argument(
@ -48,7 +53,7 @@ def parse_args():
if imghdr.what(args.input) is None: if imghdr.what(args.input) is None:
parser.error(f"invalid --input: {args.input} is not a valid image file") parser.error(f"invalid --input: {args.input} is not a valid image file")
if args.model.startswith("sd"): if args.model.startswith("sd") and not args.sd_run_local:
if not args.hf_access_token.startswith("hf_"): if not args.hf_access_token.startswith("hf_"):
parser.error( parser.error(
f"sd(stable-diffusion) model requires huggingface access token. Check how to get token from: https://huggingface.co/docs/hub/security-tokens" f"sd(stable-diffusion) model requires huggingface access token. Check how to get token from: https://huggingface.co/docs/hub/security-tokens"

1
lama_cleaner/server.py
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@ -220,6 +220,7 @@ def main(args):
hf_access_token=args.hf_access_token, hf_access_token=args.hf_access_token,
sd_disable_nsfw=args.sd_disable_nsfw, sd_disable_nsfw=args.sd_disable_nsfw,
sd_cpu_textencoder=args.sd_cpu_textencoder, sd_cpu_textencoder=args.sd_cpu_textencoder,
sd_run_local=args.sd_run_local,
callbacks=[diffuser_callback], callbacks=[diffuser_callback],
) )