Added code mapping for DCAE for model: https://huggingface.co/mit-han-lab/dc-ae-f32c32-sana-1.0/blob/main/model.safetensors
This commit is contained in:
Zhaolun Zou
@@ -34,6 +34,8 @@ class EXVAE(comfy.sd.VAE):
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model = MoVQ(model_conf)
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elif model_conf["type"] == "DCAE":
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from .models.dcae import DCAE
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from .models import dcae_key_mapping
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sd = dcae_key_mapping.convert_sd(sd)
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model = DCAE(**model_conf)
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else:
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raise NotImplementedError(f"Unknown VAE type '{model_conf['type']}'")
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@@ -0,0 +1,350 @@
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def convert_sd(sd, cpu=False):
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sd_converted = {}
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mapping = get_mapping()
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for k, v in sd.items():
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sd_converted[mapping[k]] = v.cpu() if cpu else v
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return sd_converted
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def get_mapping():
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return {
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"encoder.project_in.conv.bias": "encoder.project_in.bias",
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"encoder.project_in.conv.weight": "encoder.project_in.weight",
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"encoder.stages.0.op_list.0.main.conv1.conv.bias": "encoder.stages.0.0.conv1.conv.bias",
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"encoder.stages.0.op_list.0.main.conv1.conv.weight": "encoder.stages.0.0.conv1.conv.weight",
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"encoder.stages.0.op_list.0.main.conv2.conv.weight": "encoder.stages.0.0.conv2.conv.weight",
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"encoder.stages.0.op_list.0.main.conv2.norm.bias": "encoder.stages.0.0.conv2.norm.bias",
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"encoder.stages.0.op_list.0.main.conv2.norm.weight": "encoder.stages.0.0.conv2.norm.weight",
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"encoder.stages.0.op_list.1.main.conv1.conv.bias": "encoder.stages.0.1.conv1.conv.bias",
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"encoder.stages.0.op_list.1.main.conv1.conv.weight": "encoder.stages.0.1.conv1.conv.weight",
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"encoder.stages.0.op_list.1.main.conv2.conv.weight": "encoder.stages.0.1.conv2.conv.weight",
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"encoder.stages.0.op_list.1.main.conv2.norm.bias": "encoder.stages.0.1.conv2.norm.bias",
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"encoder.stages.0.op_list.1.main.conv2.norm.weight": "encoder.stages.0.1.conv2.norm.weight",
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"encoder.stages.0.op_list.2.main.conv.bias": "encoder.stages.0.2.main.bias",
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"encoder.stages.0.op_list.2.main.conv.weight": "encoder.stages.0.2.main.weight",
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"encoder.stages.1.op_list.0.main.conv1.conv.bias": "encoder.stages.1.0.conv1.conv.bias",
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"encoder.stages.1.op_list.0.main.conv1.conv.weight": "encoder.stages.1.0.conv1.conv.weight",
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"encoder.stages.1.op_list.0.main.conv2.norm.weight": "encoder.stages.1.0.conv2.norm.weight",
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"encoder.stages.1.op_list.1.main.conv1.conv.bias": "encoder.stages.1.1.conv1.conv.bias",
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"encoder.stages.1.op_list.1.main.conv1.conv.weight": "encoder.stages.1.1.conv1.conv.weight",
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"encoder.stages.1.op_list.1.main.conv2.norm.weight": "encoder.stages.1.1.conv2.norm.weight",
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"encoder.stages.1.op_list.2.main.conv.weight": "encoder.stages.1.2.main.weight",
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"encoder.stages.2.op_list.0.main.conv2.norm.weight": "encoder.stages.2.0.conv2.norm.weight",
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"encoder.stages.2.op_list.1.main.conv2.conv.weight": "encoder.stages.2.1.conv2.conv.weight",
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"encoder.stages.2.op_list.1.main.conv2.norm.bias": "encoder.stages.2.1.conv2.norm.bias",
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"encoder.stages.2.op_list.2.main.conv.bias": "encoder.stages.2.2.main.bias",
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"encoder.stages.2.op_list.2.main.conv.weight": "encoder.stages.2.2.main.weight",
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"encoder.stages.3.op_list.0.context_module.main.aggreg.0.0.weight": "encoder.stages.3.0.context_module.aggreg.0.0.weight",
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"encoder.stages.3.op_list.0.context_module.main.proj.conv.weight": "encoder.stages.3.0.context_module.proj.0.weight",
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"encoder.stages.3.op_list.0.context_module.main.proj.norm.bias": "encoder.stages.3.0.context_module.proj.1.bias",
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"encoder.stages.3.op_list.0.local_module.main.depth_conv.conv.bias": "encoder.stages.3.0.local_module.depth_conv.conv.bias",
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"encoder.stages.3.op_list.0.local_module.main.point_conv.norm.weight": "encoder.stages.3.0.local_module.point_conv.norm.weight",
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"encoder.stages.3.op_list.1.local_module.main.depth_conv.conv.weight": "encoder.stages.3.1.local_module.depth_conv.conv.weight",
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"encoder.stages.3.op_list.1.local_module.main.inverted_conv.conv.bias": "encoder.stages.3.1.local_module.inverted_conv.conv.bias",
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"encoder.stages.3.op_list.1.local_module.main.inverted_conv.conv.weight": "encoder.stages.3.1.local_module.inverted_conv.conv.weight",
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"decoder.stages.4.op_list.3.local_module.main.inverted_conv.conv.bias": "decoder.stages.4.3.local_module.inverted_conv.conv.bias",
|
||||
"decoder.stages.4.op_list.3.local_module.main.inverted_conv.conv.weight": "decoder.stages.4.3.local_module.inverted_conv.conv.weight",
|
||||
"decoder.stages.4.op_list.3.local_module.main.point_conv.conv.weight": "decoder.stages.4.3.local_module.point_conv.conv.weight",
|
||||
"decoder.stages.4.op_list.3.local_module.main.point_conv.norm.bias": "decoder.stages.4.3.local_module.point_conv.norm.bias",
|
||||
"decoder.stages.4.op_list.3.local_module.main.point_conv.norm.weight": "decoder.stages.4.3.local_module.point_conv.norm.weight",
|
||||
"decoder.stages.5.op_list.0.context_module.main.aggreg.0.0.weight": "decoder.stages.5.0.context_module.aggreg.0.0.weight",
|
||||
"decoder.stages.5.op_list.0.context_module.main.aggreg.0.1.weight": "decoder.stages.5.0.context_module.aggreg.0.1.weight",
|
||||
"decoder.stages.5.op_list.0.context_module.main.proj.conv.weight": "decoder.stages.5.0.context_module.proj.0.weight",
|
||||
"decoder.stages.5.op_list.0.context_module.main.proj.norm.bias": "decoder.stages.5.0.context_module.proj.1.bias",
|
||||
"decoder.stages.5.op_list.0.context_module.main.proj.norm.weight": "decoder.stages.5.0.context_module.proj.1.weight",
|
||||
"decoder.stages.5.op_list.0.context_module.main.qkv.conv.weight": "decoder.stages.5.0.context_module.qkv.0.weight",
|
||||
"decoder.stages.5.op_list.0.local_module.main.depth_conv.conv.bias": "decoder.stages.5.0.local_module.depth_conv.conv.bias",
|
||||
"decoder.stages.5.op_list.0.local_module.main.depth_conv.conv.weight": "decoder.stages.5.0.local_module.depth_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.0.local_module.main.inverted_conv.conv.bias": "decoder.stages.5.0.local_module.inverted_conv.conv.bias",
|
||||
"decoder.stages.5.op_list.0.local_module.main.inverted_conv.conv.weight": "decoder.stages.5.0.local_module.inverted_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.0.local_module.main.point_conv.conv.weight": "decoder.stages.5.0.local_module.point_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.0.local_module.main.point_conv.norm.bias": "decoder.stages.5.0.local_module.point_conv.norm.bias",
|
||||
"decoder.stages.5.op_list.0.local_module.main.point_conv.norm.weight": "decoder.stages.5.0.local_module.point_conv.norm.weight",
|
||||
"decoder.stages.5.op_list.1.context_module.main.aggreg.0.0.weight": "decoder.stages.5.1.context_module.aggreg.0.0.weight",
|
||||
"decoder.stages.5.op_list.1.context_module.main.aggreg.0.1.weight": "decoder.stages.5.1.context_module.aggreg.0.1.weight",
|
||||
"decoder.stages.5.op_list.1.context_module.main.proj.conv.weight": "decoder.stages.5.1.context_module.proj.0.weight",
|
||||
"decoder.stages.5.op_list.1.context_module.main.proj.norm.bias": "decoder.stages.5.1.context_module.proj.1.bias",
|
||||
"decoder.stages.5.op_list.1.context_module.main.proj.norm.weight": "decoder.stages.5.1.context_module.proj.1.weight",
|
||||
"decoder.stages.5.op_list.1.context_module.main.qkv.conv.weight": "decoder.stages.5.1.context_module.qkv.0.weight",
|
||||
"decoder.stages.5.op_list.1.local_module.main.depth_conv.conv.bias": "decoder.stages.5.1.local_module.depth_conv.conv.bias",
|
||||
"decoder.stages.5.op_list.1.local_module.main.depth_conv.conv.weight": "decoder.stages.5.1.local_module.depth_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.1.local_module.main.inverted_conv.conv.bias": "decoder.stages.5.1.local_module.inverted_conv.conv.bias",
|
||||
"decoder.stages.5.op_list.1.local_module.main.inverted_conv.conv.weight": "decoder.stages.5.1.local_module.inverted_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.1.local_module.main.point_conv.conv.weight": "decoder.stages.5.1.local_module.point_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.1.local_module.main.point_conv.norm.bias": "decoder.stages.5.1.local_module.point_conv.norm.bias",
|
||||
"decoder.stages.5.op_list.1.local_module.main.point_conv.norm.weight": "decoder.stages.5.1.local_module.point_conv.norm.weight",
|
||||
"decoder.stages.5.op_list.2.context_module.main.aggreg.0.0.weight": "decoder.stages.5.2.context_module.aggreg.0.0.weight",
|
||||
"decoder.stages.5.op_list.2.context_module.main.aggreg.0.1.weight": "decoder.stages.5.2.context_module.aggreg.0.1.weight",
|
||||
"decoder.stages.5.op_list.2.context_module.main.proj.conv.weight": "decoder.stages.5.2.context_module.proj.0.weight",
|
||||
"decoder.stages.5.op_list.2.context_module.main.proj.norm.bias": "decoder.stages.5.2.context_module.proj.1.bias",
|
||||
"decoder.stages.5.op_list.2.context_module.main.proj.norm.weight": "decoder.stages.5.2.context_module.proj.1.weight",
|
||||
"decoder.stages.5.op_list.2.context_module.main.qkv.conv.weight": "decoder.stages.5.2.context_module.qkv.0.weight",
|
||||
"decoder.stages.5.op_list.2.local_module.main.depth_conv.conv.bias": "decoder.stages.5.2.local_module.depth_conv.conv.bias",
|
||||
"decoder.stages.5.op_list.2.local_module.main.depth_conv.conv.weight": "decoder.stages.5.2.local_module.depth_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.2.local_module.main.inverted_conv.conv.bias": "decoder.stages.5.2.local_module.inverted_conv.conv.bias",
|
||||
"decoder.stages.5.op_list.2.local_module.main.inverted_conv.conv.weight": "decoder.stages.5.2.local_module.inverted_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.2.local_module.main.point_conv.conv.weight": "decoder.stages.5.2.local_module.point_conv.conv.weight",
|
||||
"decoder.stages.5.op_list.2.local_module.main.point_conv.norm.bias": "decoder.stages.5.2.local_module.point_conv.norm.bias",
|
||||
"decoder.stages.5.op_list.2.local_module.main.point_conv.norm.weight": "decoder.stages.5.2.local_module.point_conv.norm.weight",
|
||||
"decoder.project_out.op_list.0.bias": "decoder.project_out.0.bias",
|
||||
"decoder.project_out.op_list.0.weight": "decoder.project_out.0.weight",
|
||||
"decoder.project_out.op_list.2.conv.bias": "decoder.project_out.2.conv.bias",
|
||||
"decoder.project_out.op_list.2.conv.weight": "decoder.project_out.2.conv.weight",
|
||||
}
|
||||
Reference in New Issue
Block a user