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Prompt Average · ljleb/prompt-fusion-extension Wiki · GitHub
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Prompt Average
ljleb edited this page Dec 10, 2023
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3 revisions
Prompt average makes it possible to merge prompts at a constant rate during denoising:
[prompt1:prompt2:prompt3:...:weight1,weight2,weight3,...:mean]
prompt1
, prompt2
, prompt3
and so on are separate prompts, and each of weight1
, weight2
, weight3
and so on correspond to one prompt and indicate how important it is. The larger a weight is, the more its prompt contributes to the generation. The weights are always normalized to sum up to 1.
As opposed to prompt interpolation, prompt average does not dynamically change the prompt at each denoising step, the same merged prompt is used for all denoising steps.
Here is an example with prompts p1
, p2
, p3
weighted as 1
, 2
, 3
:
[p1 : p2 : p3 : 1, 2, 3 : mean]
-
[a:1:mean]
: exactly the same asa
-
[a::mean]
: same as above -
[a:b:1,1:mean]
: average betweena
andb
-
[a:b::mean]
: same as above -
[a:b:c:1,1,1:mean]
: average betweena
,b
,c
-
[a:b:c::mean]
: same as above -
[a:b:1,4:mean]
: weighted sum betweena
(weighted as 1/5) andb
(weighted as 4/5)
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