jinx/ComfyUI
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Code Issues Activity

support TAESD3 (#3738)

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This commit is contained in:
Dr.Lt.Data
2024-06-16 15:03:53 +09:00
committed by GitHub
parent bb1969cab7
commit df7db0e027
5 changed files with 28 additions and 13 deletions
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6
comfy/sd.py
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@@ -166,7 +166,7 @@ class CLIP:
return self.patcher.get_key_patches()
class VAE:
def __init__(self, sd=None, device=None, config=None, dtype=None):
def __init__(self, sd=None, device=None, config=None, dtype=None, latent_channels=4):
if 'decoder.up_blocks.0.resnets.0.norm1.weight' in sd.keys(): #diffusers format
sd = diffusers_convert.convert_vae_state_dict(sd)
@@ -174,7 +174,7 @@ class VAE:
self.memory_used_decode = lambda shape, dtype: (2178 * shape[2] * shape[3] * 64) * model_management.dtype_size(dtype)
self.downscale_ratio = 8
self.upscale_ratio = 8
self.latent_channels = 4
self.latent_channels = latent_channels
self.output_channels = 3
self.process_input = lambda image: image * 2.0 - 1.0
self.process_output = lambda image: torch.clamp((image + 1.0) / 2.0, min=0.0, max=1.0)
@@ -189,7 +189,7 @@ class VAE:
encoder_config={'target': "comfy.ldm.modules.diffusionmodules.model.Encoder", 'params': encoder_config},
decoder_config={'target': "comfy.ldm.modules.temporal_ae.VideoDecoder", 'params': decoder_config})
elif "taesd_decoder.1.weight" in sd:
self.first_stage_model = comfy.taesd.taesd.TAESD()
self.first_stage_model = comfy.taesd.taesd.TAESD(latent_channels=self.latent_channels)
elif "vquantizer.codebook.weight" in sd: #VQGan: stage a of stable cascade
self.first_stage_model = StageA()
self.downscale_ratio = 4