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fix(controlnet_hunyuan): wire num_layers, pooled_projection_dim, use_style_cond into from_transformer (#13641) #13658

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fix(controlnet_hunyuan): wire num_layers, pooled_projection_dim, use_style_cond into from_transformer (#13641) #13658

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6 changes: 5 additions & 1 deletion src/diffusers/models/controlnets/controlnet_hunyuan.py
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Original file line number Diff line number Diff line change
Expand Up @@ -189,7 +189,9 @@ def from_transformer(
text_len_t5 = config.text_len_t5

conditioning_channels = conditioning_channels
transformer_num_layers = transformer_num_layers or config.transformer_num_layers
transformer_num_layers = transformer_num_layers or config.num_layers
pooled_projection_dim = config.pooled_projection_dim
use_style_cond_and_image_meta_size = config.use_style_cond_and_image_meta_size

controlnet = cls(
conditioning_channels=conditioning_channels,
Expand All @@ -203,9 +205,11 @@ def from_transformer(
mlp_ratio=mlp_ratio,
num_attention_heads=num_attention_heads,
patch_size=patch_size,
pooled_projection_dim=pooled_projection_dim,
sample_size=sample_size,
text_len=text_len,
text_len_t5=text_len_t5,
use_style_cond_and_image_meta_size=use_style_cond_and_image_meta_size,
)
if load_weights_from_transformer:
key = controlnet.load_state_dict(transformer.state_dict(), strict=False)
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