Skip to content

Adds local_files_only bool to prevent forced online connection #3486

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
May 22, 2023
Merged

Adds local_files_only bool to prevent forced online connection #3486

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 6 additions & 3 deletions src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -727,8 +727,8 @@ def _copy_layers(hf_layers, pt_layers):
return hf_model


def convert_ldm_clip_checkpoint(checkpoint):
text_model = CLIPTextModel.from_pretrained("openai/clip-vit-large-patch14")
def convert_ldm_clip_checkpoint(checkpoint, local_files_only=False):
text_model = CLIPTextModel.from_pretrained("openai/clip-vit-large-patch14", local_files_only=local_files_only)

keys = list(checkpoint.keys())

Expand Down Expand Up @@ -992,6 +992,7 @@ def download_from_original_stable_diffusion_ckpt(
controlnet: Optional[bool] = None,
load_safety_checker: bool = True,
pipeline_class: DiffusionPipeline = None,
local_files_only=False
) -> DiffusionPipeline:
"""
Load a Stable Diffusion pipeline object from a CompVis-style `.ckpt`/`.safetensors` file and (ideally) a `.yaml`
Expand Down Expand Up @@ -1037,6 +1038,8 @@ def download_from_original_stable_diffusion_ckpt(
Whether to load the safety checker or not. Defaults to `True`.
pipeline_class (`str`, *optional*, defaults to `None`):
The pipeline class to use. Pass `None` to determine automatically.
local_files_only (`bool`, *optional*, defaults to `False`):
Whether or not to only look at local files (i.e., do not try to download the model).
return: A StableDiffusionPipeline object representing the passed-in `.ckpt`/`.safetensors` file.
"""

Expand Down Expand Up @@ -1292,7 +1295,7 @@ def download_from_original_stable_diffusion_ckpt(
feature_extractor=feature_extractor,
)
elif model_type == "FrozenCLIPEmbedder":
text_model = convert_ldm_clip_checkpoint(checkpoint)
text_model = convert_ldm_clip_checkpoint(checkpoint, local_files_only=local_files_only)
tokenizer = CLIPTokenizer.from_pretrained("openai/clip-vit-large-patch14")

if load_safety_checker:
Expand Down