In[]:=
StableDiffusionSynthesize[Table[SeedRandom[n];RandomReal[NormalDistribution[],{70,768}]->RandomVariate[NormalDistribution[],{4,64,64}],{n,1000,1010}],sdOptions]
Out[]=

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
In[]:=
StableDiffusionSynthesize[Table[SeedRandom[n];RandomReal[NormalDistribution[],{70,768}]->RandomVariate[NormalDistribution[],{4,64,64}],{n,1000,1010}],sdOptions]
In[]:=
?StableDiffusionSynthesize
Out[]=
Symbol
Global`StableDiffusionSynthesize
Assignment
StableDiffusionSynthesize=
[◼]
StableDiffusionSynthesize
Full Name
Global`StableDiffusionSynthesize
​
NetChain
Input
image
array(size: 3×512×512)
conv_in
ConvolutionLayer
array(size: 128×512×512)
down1
NetChain (3 nodes)
array(size: 128×256×256)
down2
NetChain (3 nodes)
array(size: 256×128×128)
down3
NetChain (3 nodes)
array(size: 512×64×64)
down4
NetChain (2 nodes)
array(size: 512×64×64)
mid_block
NetChain (3 nodes)
array(size: 512×64×64)
conv_norm_out
NetChain (5 nodes)
array(size: 512×64×64)
swish
Swish[x]
array(size: 512×64×64)
conv_out
ConvolutionLayer
array(size: 8×64×64)
quant_conv
ConvolutionLayer
array(size: 8×64×64)
part
NetGraph (2 nodes)
array(size: 4×64×64)
Mean
array(size: 4×64×64)
LogVar
array(size: 4×64×64)
Input:
Port
Form:
array(size: 3×512×512)
Type:
Image
Image Size
:
{512,512}
Color Space
:
RGB
Color Channels
:
3
Interleaving
:
False
Mean Image
:
None
Variance Image
:
None
Data Transposed
:
False
Method
:
Stretch
Resampling
:
Automatic
Padding
:
Alignment
:
Center
Data not saved. Save now
[]
NetChain
:Input expression NetChain[<11>] contains insufficient information to interpret the result.
In[]:=
//ImageDimensions
Out[]=
{512,512}
In[]:=
StableDiffusionSynthesize[RandomReal[NormalDistribution[],{70,768}]->BlockRandom[SeedRandom[254345];RandomVariate[NormalDistribution[],{4,64,64}]],sdOptions]
Out[]=

Cat Embedding

https://resources.wolframcloud.com/NeuralNetRepository/resources/CLIP-Multi-domain-Feature-Extractor/
Half way to a random vector
From a “concept point” ‘cat’
How many concepts are there encoded in a reasonable sentence?

Cleaning up a weird picture