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Merge 8b2b2b0d90 into e758594e3b

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drozbay 2026-05-04 21:20:00 -06:00 committed by GitHub
commit a4a1f33493
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8
comfy/latent_formats.py
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@ -9,6 +9,7 @@ class LatentFormat:
latent_rgb_factors_reshape = None latent_rgb_factors_reshape = None
taesd_decoder_name = None taesd_decoder_name = None
spacial_downscale_ratio = 8 spacial_downscale_ratio = 8
temporal_downscale_ratio = 1
def process_in(self, latent): def process_in(self, latent):
return latent * self.scale_factor return latent * self.scale_factor
@ -235,6 +236,7 @@ class Flux2(LatentFormat):
class Mochi(LatentFormat): class Mochi(LatentFormat):
latent_channels = 12 latent_channels = 12
latent_dimensions = 3 latent_dimensions = 3
temporal_downscale_ratio = 6
def __init__(self): def __init__(self):
self.scale_factor = 1.0 self.scale_factor = 1.0
@ -278,6 +280,7 @@ class LTXV(LatentFormat):
latent_channels = 128 latent_channels = 128
latent_dimensions = 3 latent_dimensions = 3
spacial_downscale_ratio = 32 spacial_downscale_ratio = 32
temporal_downscale_ratio = 8
def __init__(self): def __init__(self):
self.latent_rgb_factors = [ self.latent_rgb_factors = [
@ -421,6 +424,7 @@ class LTXAV(LTXV):
class HunyuanVideo(LatentFormat): class HunyuanVideo(LatentFormat):
latent_channels = 16 latent_channels = 16
latent_dimensions = 3 latent_dimensions = 3
temporal_downscale_ratio = 4
scale_factor = 0.476986 scale_factor = 0.476986
latent_rgb_factors = [ latent_rgb_factors = [
[-0.0395, -0.0331, 0.0445], [-0.0395, -0.0331, 0.0445],
@ -447,6 +451,7 @@ class HunyuanVideo(LatentFormat):
class Cosmos1CV8x8x8(LatentFormat): class Cosmos1CV8x8x8(LatentFormat):
latent_channels = 16 latent_channels = 16
latent_dimensions = 3 latent_dimensions = 3
temporal_downscale_ratio = 8
latent_rgb_factors = [ latent_rgb_factors = [
[ 0.1817, 0.2284, 0.2423], [ 0.1817, 0.2284, 0.2423],
@ -472,6 +477,7 @@ class Cosmos1CV8x8x8(LatentFormat):
class Wan21(LatentFormat): class Wan21(LatentFormat):
latent_channels = 16 latent_channels = 16
latent_dimensions = 3 latent_dimensions = 3
temporal_downscale_ratio = 4
latent_rgb_factors = [ latent_rgb_factors = [
[-0.1299, -0.1692, 0.2932], [-0.1299, -0.1692, 0.2932],
@ -734,6 +740,7 @@ class HunyuanVideo15(LatentFormat):
latent_channels = 32 latent_channels = 32
latent_dimensions = 3 latent_dimensions = 3
spacial_downscale_ratio = 16 spacial_downscale_ratio = 16
temporal_downscale_ratio = 4
scale_factor = 1.03682 scale_factor = 1.03682
taesd_decoder_name = "lighttaehy1_5" taesd_decoder_name = "lighttaehy1_5"
@ -788,6 +795,7 @@ class ZImagePixelSpace(ChromaRadiance):
class CogVideoX(LatentFormat): class CogVideoX(LatentFormat):
latent_channels = 16 latent_channels = 16
latent_dimensions = 3 latent_dimensions = 3
temporal_downscale_ratio = 4
def __init__(self): def __init__(self):
self.scale_factor = 1.15258426 self.scale_factor = 1.15258426