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support load wan2.1-fun-inp-1.3B and 14B model

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lzw478614@alibaba-inc.com
2025-04-03 16:37:59 +08:00
parent 71eee780fb
commit 5418ca781e
2 changed files with 30 additions and 0 deletions
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2
diffsynth/configs/model_config.py
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@@ -120,6 +120,8 @@ model_loader_configs = [
(None, "9269f8db9040a9d860eaca435be61814", ["wan_video_dit"], [WanModel], "civitai"),
(None, "aafcfd9672c3a2456dc46e1cb6e52c70", ["wan_video_dit"], [WanModel], "civitai"),
(None, "6bfcfb3b342cb286ce886889d519a77e", ["wan_video_dit"], [WanModel], "civitai"),
(None, "6d6ccde6845b95ad9114ab993d917893", ["wan_video_dit"], [WanModel], "civitai"),
(None, "6bfcfb3b342cb286ce886889d519a77e", ["wan_video_dit"], [WanModel], "civitai"),
(None, "cb104773c6c2cb6df4f9529ad5c60d0b", ["wan_video_dit"], [WanModel], "diffusers"),
(None, "9c8818c2cbea55eca56c7b447df170da", ["wan_video_text_encoder"], [WanTextEncoder], "civitai"),
(None, "5941c53e207d62f20f9025686193c40b", ["wan_video_image_encoder"], [WanImageEncoder], "civitai"),

28
diffsynth/models/wan_video_dit.py
View File

@@ -493,6 +493,34 @@ class WanModelStateDictConverter:
"num_layers": 40,
"eps": 1e-6
}
elif hash_state_dict_keys(state_dict) == "6d6ccde6845b95ad9114ab993d917893":
config = {
"has_image_input": True,
"patch_size": [1, 2, 2],
"in_dim": 36,
"dim": 1536,
"ffn_dim": 8960,
"freq_dim": 256,
"text_dim": 4096,
"out_dim": 16,
"num_heads": 12,
"num_layers": 30,
"eps": 1e-6
}
elif hash_state_dict_keys(state_dict) == "6bfcfb3b342cb286ce886889d519a77e":
config = {
"has_image_input": True,
"patch_size": [1, 2, 2],
"in_dim": 36,
"dim": 5120,
"ffn_dim": 13824,
"freq_dim": 256,
"text_dim": 4096,
"out_dim": 16,
"num_heads": 40,
"num_layers": 40,
"eps": 1e-6
}
else:
config = {}
return state_dict, config