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remove files and add place holders

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layerdiffusion
2024-08-04 19:15:00 -07:00
parent 0d81ccb387
commit 07a02f751d
4 changed files with 2 additions and 160 deletions
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1
backend/diffusion_engine/sd15.py Normal file
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#

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backend/diffusion_engine/sdxl.py Normal file
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#

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backend/huggingface_mapping.py
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from backend import latent_spaces
class SupportedModel:
unet_config = {}
latent = latent_spaces.LatentSpace
huggingface_mappings = []
class SD15(SupportedModel):
unet_config = {
"context_dim": 768,
"model_channels": 320,
"use_linear_in_transformer": False,
"adm_in_channels": None,
}
latent = latent_spaces.SD15
huggingface_mappings = [
"runwayml/stable-diffusion-v1-5",
"runwayml/stable-diffusion-inpainting"
]
class SD21(SupportedModel):
unet_config = {
"context_dim": 1024,
"model_channels": 320,
"use_linear_in_transformer": True,
"adm_in_channels": None,
}
latent = latent_spaces.SD15
huggingface_mappings = [
"stabilityai/stable-diffusion-2-1",
"stabilityai/stable-diffusion-2-inpainting"
]
class SDXL(SupportedModel):
unet_config = {
"model_channels": 320,
"use_linear_in_transformer": True,
"transformer_depth": [0, 0, 2, 2, 10, 10],
"context_dim": 2048,
"adm_in_channels": 2816,
}
latent = latent_spaces.SDXL
huggingface_mappings = [
"stabilityai/stable-diffusion-xl-base-1.0",
"diffusers/stable-diffusion-xl-1.0-inpainting-0.1",
"playgroundai/playground-v2.5-1024px-aesthetic",
]
class SD3(SupportedModel):
unet_config = {}
latent = latent_spaces.SD3
huggingface_mappings = [
"stabilityai/stable-diffusion-3-medium-diffusers"
]
class Flux(SupportedModel):
pass

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backend/latent_spaces.py
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import torch
class LatentSpace:
scale_factor = 0.18215
rgb_conversion = [
[0.3512, 0.2297, 0.3227],
[0.3250, 0.4974, 0.2350],
[-0.2829, 0.1762, 0.2721],
[-0.2120, -0.2616, -0.7177]
]
taesd_name = "taesd_decoder"
class SD15(LatentSpace):
scale_factor = 0.18215
rgb_conversion = [
[0.3512, 0.2297, 0.3227],
[0.3250, 0.4974, 0.2350],
[-0.2829, 0.1762, 0.2721],
[-0.2120, -0.2616, -0.7177]
]
taesd_name = "taesd_decoder"
class SDXL(LatentSpace):
scale_factor = 0.13025
rgb_conversion = [
[0.3920, 0.4054, 0.4549],
[-0.2634, -0.0196, 0.0653],
[0.0568, 0.1687, -0.0755],
[-0.3112, -0.2359, -0.2076]
]
taesd_name = "taesdxl_decoder"
class SDXL_Playground_2_5(LatentSpace):
scale_factor = 0.5
latents_mean = torch.tensor([-1.6574, 1.886, -1.383, 2.5155]).view(1, 4, 1, 1)
latents_std = torch.tensor([8.4927, 5.9022, 6.5498, 5.2299]).view(1, 4, 1, 1)
rgb_conversion = [
[0.3920, 0.4054, 0.4549],
[-0.2634, -0.0196, 0.0653],
[0.0568, 0.1687, -0.0755],
[-0.3112, -0.2359, -0.2076]
]
taesd_name = "taesdxl_decoder"
class SD3(LatentSpace):
latent_channels = 16
scale_factor = 1.5305
shift_factor = 0.0609
rgb_conversion = [
[-0.0645, 0.0177, 0.1052],
[0.0028, 0.0312, 0.0650],
[0.1848, 0.0762, 0.0360],
[0.0944, 0.0360, 0.0889],
[0.0897, 0.0506, -0.0364],
[-0.0020, 0.1203, 0.0284],
[0.0855, 0.0118, 0.0283],
[-0.0539, 0.0658, 0.1047],
[-0.0057, 0.0116, 0.0700],
[-0.0412, 0.0281, -0.0039],
[0.1106, 0.1171, 0.1220],
[-0.0248, 0.0682, -0.0481],
[0.0815, 0.0846, 0.1207],
[-0.0120, -0.0055, -0.0867],
[-0.0749, -0.0634, -0.0456],
[-0.1418, -0.1457, -0.1259]
]
taesd_name = "taesd3_decoder"
class Flux(LatentSpace):
latent_channels = 16
scale_factor = 0.3611
shift_factor = 0.1159
rgb_conversion = [
[-0.0404, 0.0159, 0.0609],
[0.0043, 0.0298, 0.0850],
[0.0328, -0.0749, -0.0503],
[-0.0245, 0.0085, 0.0549],
[0.0966, 0.0894, 0.0530],
[0.0035, 0.0399, 0.0123],
[0.0583, 0.1184, 0.1262],
[-0.0191, -0.0206, -0.0306],
[-0.0324, 0.0055, 0.1001],
[0.0955, 0.0659, -0.0545],
[-0.0504, 0.0231, -0.0013],
[0.0500, -0.0008, -0.0088],
[0.0982, 0.0941, 0.0976],
[-0.1233, -0.0280, -0.0897],
[-0.0005, -0.0530, -0.0020],
[-0.1273, -0.0932, -0.0680]
]