All language subtitles for 1. Embeddings and Textual Inversions in ComfyUI for SDXL and Stable Diffusion 1.5

Okay let's take a look at inversions

Well that cold textual inversions but I'm going to refer to the mainly as embeddings but

The kind of confusingly known by two names

Textual inversions and embeddings

Play just to embeddings cuz we're going to be using that term quite a lot in the video

So embeddings are small files that you can actually download and you can get them as usual places

So Civic AI

Et cetera

And I'll show you where you can download a couple of pretty decent ones

So here we are on 7:30 a.m.

And we've got the dream shaper checkpoint and if we come to one of the images in

The examples

You'll see that if we go down

There are a couple of

What is prompts

There's bad dream and this fast negative V2

Now this is geared towards

Automatic 11:11 rather than

Configure I

But the idea is the same

We need to put something in the negative prompts

Is going to have a positive effect

Now what will that be and how does it work

Well it was a little bit like the Laura's but it's a different type of file so if we go to

The author of lycon

Take a look at

Another image

Here we've got a bad dream unrealistic

See that it's going to wait it's going to wait 1.3

So you can add weights

To

What prompts to the

Embeddings

So let's take a look I want to go to licon

Actual page and we'll see what all of these

Embedding

So sometimes

70

You actually see the resources used this is actually the embedding this is another embedding

You'll see these embeddings in the resources use section

For some reason they haven't included those

Items here

But we can go to the author's page

And you can see

Unlike on page he's got a number of what I called embeddings

One of these is bad dream and unrealistic dream I think we saw that

In the negative

Count for one

Off the images so it's going to take a look at what that is all about

And here you can see there's a very small file and the file is associated with these images

And a trigger word

Bad dream

Unrealistic dream negative embeddings make sure to grab both do you like what I do okay

Is Once Upon a supporting patreon

I perfectly understand

And what we'll do is we'll take a look at one of the images

And you'll see that we have actually got

Resources used by dream plus unrealistic dream

Beddings

And if we click on those I think it actually does take us to the to the page

So sometimes they have them sometimes they don't have them in the resources used

What is a very small download

Play for a bad dream

And if we click here there's another very small download for an unrealistic dream

At what they do basically is that they remove they improve the quality of the image that they improve the quality

What's the results

And I'm also going to add

Cause problems are always a little bit

This was a bit of probability going on with prompts

We don't always get the results that we want for these negative prompts with these negative embeds that

Gold negative and bad stay cold textual inversions

Embeddings

Let's just stick with embeddings for the time being cuz they can be used positively and negatively

Now you can try to use the trigger Wars if you want to you just copy the trigger word and you place it

In the

We'll just copy this like that

And then we would go to

Are prompt and we place the

Trigger word inside of the prom

But this is comfy your eyes so we need to do something a little bit differently

We need to operate this in a slightly different way to the way it would do it inside of automatic 1111

So back on this page one of the things you'll see here is

The author says since I was refactoring my

Usual negative prompt with fast negative embedding

Why not do the same with my super long dream shaper

So it doesn't mention of negative negative negative why is that what is prompts unrealistic dream

And bad dream

They go in the negative prom section

Do they have to if you put them in a positive prom

You'll get the opposite of what you want

Do they try to improve the image and

It's very difficult to explain exactly what they do but if we

If I show you this

It's not going to really explain it

Prompt bad dream

With the dream shaper

Checkpoint

Unrealistic bad dream unrealistic dream and bad dream

And then we have nothing so without those two

So you can decide for yourself is this

What you're looking for is this better is this

You can decide for yourself what is it

And I don't think these

Examples really

Genuinely give

Good idea of what the embeddings do

But the probability is that you would get a better outcome generally speaking

If you use the negative embed

So the negative embeddings would go in the negative prompt then there are positive embeddings as well which we need to take a look at

This one here the princess style is a positive embedding

And this one would go into

What's the positive prompts sometimes you just have to be

You know really kind of like

Sensitive to the context

To know where you put it so if it's

Something you want and we want something that looks like a princess we want this girl to turn into this

Let's see if there's another one

This is the original image

And this is

So we download this and then we put it where

Are we going to model

We go into embeddings

And then we put the the embeddings here

And when you put the embeddings in you really want to take notes off what the name of the

The embedding is cuz we're going to be using that

What's inside of

Come for you

Can use the embedding with the

But don't p

Play the song that comes after Woods

Or you can use it just on its own so

Let's close that

And then let's go into comfy

What I've done is put the negative prompts

Embedding bad dream embedding unrealistic dream with a weight

You don't have to have the weight you can actually go

Lower with weight if you want to

But I'm embedding

We use the exact

Embedding

I actually want to have just

2DS that don't like because otherwise it doesn't really work properly

Going to get the spinning just right

And here we need to have

The spelling just right as well embedding

So you got to make sure you get the spelling right otherwise

It just doesn't work it's one of those things where you know you've got to get it just perfect

With the ones where you have the

The prom

With the weight

You would have in that situation

2 Colones

Play softwood

And you sort of treating them just like any other prompt in some ways

But with words embedding before them

So let's see what happens when we are correct

Since I'm just corrected those two

And they weren't really working as a embeddings before because spending was correct

It wasn't correct

Let's see what happens when we run

What does prompt the second time

Everything else is fixed

There it is with the

Embed

Correctly applied

When you're using embeddings what you'll find

Is that

The outcome is not always perfect but in my experience

Particularly

Play the the

Negative embed

I like on from the dream shape of a guy

We're using the specialty with a dream shaper

Checkpoint

They generally produce significantly better outcomes

Not always better but almost always better and

If you wanted

Test

Put your own designs

If you're looking for something that's beautiful

Eleg

You might want to use them if you're looking for something that's ugly

Not so elegant

You do things that

The opposite of beautiful ugly disgusting sort of

Vial

Gaming art all that sort of stuff

Zombie art

You might want to not use these ones cuz they they do obviously

Reduce the kind of a beautifying effect that's the idea behind them

Now the other guy

Was the style princess

And let's take a look

And what the song princess says about the embedding

The trigger words style princess so we could copy that

Which turns your image subject

Into a Bonafide princess

Princesses think pearls Tiaras and

The end of your

What's the start of the effect doesn't come through

Your subject is not a princess is is as easy as that you can combine to somebody with other embeddings

Okay so

Instructions are a little bit misleading as usual when it comes to comfort your eye

What we need to do is to

Change those

4 company

As you can see here

What I've done is to put

Embedding

Correctly spelled

Style princess

And that is what's giving us this beautiful kind of

Image with the

With a crown with a beautiful dress and so on

Embedding style princess so if we were to put blonde

Give us the same thing but not with a blonde girl

And so you kind of need to figure out where to put the adapter words so we've got

Play

Embedding style princess it's going to work on the style princess to make her blonde

What's up

Play trigger word here which I pasted in

And the trigger word doesn't really seem to do much we can take it away and see what happens let's do that

And also you can see here I've got the

What are the enlargement happening with the

We're using a slightly different one now the upscale model

Here is

Which one is it it's the Ezra Gan X

Real is Reagan

You can see here

The song princess trigger word is not doing anything at all

But inside

What's automatic 11:11 it will be it would make a world of difference

We will keep one in the library books and shelves glasses braided hair award-winning photography 50 mm

Play Lance portrait

Now this kind of thing here this comes from photography

And in photography you have certain types of lens which

Can produce a certain type of portrait or certain type of composition

15 mm

Sometimes gives us this sort of composition where you've got the other part of the body

But not the full body

You'd want something like a 30 mm for full body or even 20 mm

How we would use embeddings here but

The other thing I want to point out is that if we were to take the embedding and

Bring

Up to the front as the as the lady suggest

We do

For more effect

I don't think it's going to have much of an

I don't think

I don't have much

I think it just looks

It's a little bit

I don't know

Change the impact of the

Off the prompt where you put it

So I mean if we compare this with the previous one I don't think

How much is it I think

This one is actually a little bit more impressive

Yeah the order of prompts does impact the the results that you get but in this particular case I don't think it actually

But that is how we use embeddings inside of coffee UI

Another thing to bear in mind is that

Can put in the full name so we should be able to put in

The PT and that should work

Just the same it shouldn't actually

Thank you very much at all

It hasn't changed anything

So you can put in the name without the

Without the

Play suffix or you can put it in with the suffix and it doesn't seem to to affect the outcome

Inside of inside of comfy UI

So another embedding is the atompunk one and this one's interesting and says

Did the author says

Is the embedding to get the atom Punk style aesthetic to any image quickly and easily

Images were generated using the legendary A to Z

80 Sophia

RPG artist tools so I think this is actually a checkpoint

So you can see

They using

I am betting

With specific

Checkpoints

Associated with them

And that's part of the part of the culture it's it's pairing different

Different models with different checkpoints

Quite often it is very useful to read some of these points that the authors make

When you look at this one I think it's trying to change

The image into a kind of like this little punk

Play Atomic Punk

European interesting one to test out and see what impact it has

You can also mix

You can mix these very different

Embeddings in your

Now when it comes to

Play my

Count you can see these are some of the embeddings that are coming up when I do a search it's it's a huge huge

Off different

What features different things that you can get different results that you can get

Using embeddings