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Original file line number Diff line number Diff line change
Expand Up @@ -101,7 +101,7 @@
"""


# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.calculate_shift
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.calculate_shift
def calculate_shift(
image_seq_len,
base_seq_len: int = 256,
Expand Down Expand Up @@ -239,7 +239,7 @@ def __init__(
self.prompt_template_encode_start_idx = 34
self.default_sample_size = 128

# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.extract_masked_hidden
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.extract_masked_hidden
def _extract_masked_hidden(self, hidden_states: torch.Tensor, mask: torch.Tensor):
bool_mask = mask.bool()
valid_lengths = bool_mask.sum(dim=1)
Expand All @@ -248,7 +248,7 @@ def _extract_masked_hidden(self, hidden_states: torch.Tensor, mask: torch.Tensor

return split_result

# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.get_qwen_prompt_embeds
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.get_qwen_prompt_embeds
def _get_qwen_prompt_embeds(
self,
prompt: Union[str, List[str]] = None,
Expand Down Expand Up @@ -287,7 +287,7 @@ def _get_qwen_prompt_embeds(

return prompt_embeds, encoder_attention_mask

# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.encode_prompt
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.encode_prompt
def encode_prompt(
self,
prompt: Union[str, List[str]],
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -74,7 +74,7 @@
"""


# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.calculate_shift
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.calculate_shift
def calculate_shift(
image_seq_len,
base_seq_len: int = 256,
Expand Down Expand Up @@ -221,7 +221,7 @@ def __init__(
self.prompt_template_encode_start_idx = 34
self.default_sample_size = 128

# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.extract_masked_hidden
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.extract_masked_hidden
def _extract_masked_hidden(self, hidden_states: torch.Tensor, mask: torch.Tensor):
bool_mask = mask.bool()
valid_lengths = bool_mask.sum(dim=1)
Expand All @@ -230,7 +230,7 @@ def _extract_masked_hidden(self, hidden_states: torch.Tensor, mask: torch.Tensor

return split_result

# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.get_qwen_prompt_embeds
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.get_qwen_prompt_embeds
def _get_qwen_prompt_embeds(
self,
prompt: Union[str, List[str]] = None,
Expand Down Expand Up @@ -269,7 +269,7 @@ def _get_qwen_prompt_embeds(

return prompt_embeds, encoder_attention_mask

# Coped from diffusers.pipelines.qwenimage.pipeline_qwenimage.encode_prompt
# Copied from diffusers.pipelines.qwenimage.pipeline_qwenimage.encode_prompt
def encode_prompt(
self,
prompt: Union[str, List[str]],
Expand Down