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openai_unet_sd:
type: openai_unet
args:
image_size: null # no use
in_channels: 4
out_channels: 4
model_channels: 320
attention_resolutions: [ 4, 2, 1 ]
num_res_blocks: [ 2, 2, 2, 2 ]
channel_mult: [ 1, 2, 4, 4 ]
# disable_self_attentions: [ False, False, False, False ] # converts the self-attention to a cross-attention layer if true
num_heads: 8
use_spatial_transformer: True
transformer_depth: 1
context_dim: 768
use_checkpoint: True
legacy: False
openai_unet_dual_context:
super_cfg: openai_unet_sd
type: openai_unet_dual_context
########################
# Code cleaned version #
########################
openai_unet_2d:
type: openai_unet_2d
args:
input_channels: 4
model_channels: 320
output_channels: 4
num_noattn_blocks: [ 2, 2, 2, 2 ]
channel_mult: [ 1, 2, 4, 4 ]
with_attn: [true, true, true, false]
num_heads: 8
context_dim: 768
use_checkpoint: True
openai_unet_0d:
type: openai_unet_0d
args:
input_channels: 768
model_channels: 320
output_channels: 768
num_noattn_blocks: [ 2, 2, 2, 2 ]
channel_mult: [ 1, 2, 4, 4 ]
with_attn: [true, true, true, false]
num_heads: 8
context_dim: 768
use_checkpoint: True
openai_unet_0dmd:
type: openai_unet_0dmd
args:
input_channels: 768
model_channels: 320
output_channels: 768
num_noattn_blocks: [ 2, 2, 2, 2 ]
channel_mult: [ 1, 2, 4, 4 ]
second_dim: [ 4, 4, 4, 4 ]
with_attn: [true, true, true, false]
num_heads: 8
context_dim: 768
use_checkpoint: True
openai_unet_vd:
type: openai_unet_vd
args:
unet_image_cfg: MODEL(openai_unet_2d)
unet_text_cfg: MODEL(openai_unet_0dmd)
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