Stable Diffusion 3 Announced! How can you get it?

Summary

The video script introduces Stable Diffusion 3, a new AI model from Stability AI that promises improved performance in multi-modal prompts, image quality, and spelling abilities. The narrator compares Stable Diffusion 3's text generation capabilities with Dolly and Midjourney, showcasing examples where Stable Diffusion 3 excels at incorporating text prompts into generated images. The script also highlights the model's ability to understand complex prompts and accurately represent text details in the generated images. Overall, it builds anticipation for Stable Diffusion 3's upcoming public release, inviting users to sign up for the waitlist.

Takeaways

• 🔥 Stability AI has announced Stable Diffusion 3, their latest text-to-image model, with improved prompt understanding, text rendering, and image quality.
• 🌍 Stable Diffusion 3 excels at rendering legible and accurate text within generated images, outperforming competitors like DALL-E 3 and Midjourney in the provided examples.
• 📝 The video compares Stable Diffusion 3's text rendering capabilities with DALL-E 3 and Midjourney, showcasing its superiority in following prompts involving text.
• 🎨 While Midjourney may produce more aesthetically pleasing images in some cases, Stable Diffusion 3 adheres more closely to the provided prompts, especially those involving text.
• 🔍 The video analyzes various prompts and their respective outputs from the three models, highlighting Stable Diffusion 3's strengths in prompt understanding and text integration.
• ⏳ Stable Diffusion 3 is currently in an early preview stage, with a waitlist available for interested users to sign up.
• 📄 A white paper detailing Stable Diffusion 3's capabilities is expected to be released in the near future.
• 🚀 Stability AI claims that Stable Diffusion 3 offers improved performance in multi-object prompts and spelling abilities, in addition to better prompt understanding and text rendering.
• 🔬 The video encourages viewers to explore more examples shared by Stability AI employees on Twitter to further assess Stable Diffusion 3's capabilities.
• 💬 Overall, the video presents Stable Diffusion 3 as a significant advancement in text-to-image generation, particularly in terms of accurate text rendering and prompt comprehension.

Q & A

What is Stable Diffusion 3?

Stable Diffusion 3 is a new text-to-image AI model announced by Stability AI, claimed to have improved performance in multi-modal prompts, image quality, and spelling abilities.

How does Stable Diffusion 3 handle text-to-image prompts compared to other models like DALL-E 3 and Midjourney?

Based on the examples shown in the video, Stable Diffusion 3 seems to excel at understanding and accurately rendering text prompts within the generated images, outperforming DALL-E 3 and Midjourney in some of the demonstrated cases.

What are the key improvements promised by Stable Diffusion 3?

According to Stability AI, Stable Diffusion 3 promises greatly improved performance in multi-modal prompts (combining text and image), better image quality, and enhanced spelling abilities when rendering text within generated images.

When will Stable Diffusion 3 be available for public use?

The video mentions that Stable Diffusion 3 is currently in early preview, and users can sign up for the waitlist to get access once it's more widely released.

How do the text rendering capabilities of Stable Diffusion 3 compare to DALL-E 3 and Midjourney in the examples shown?

In the examples shown, Stable Diffusion 3 appears to be more accurate in rendering text prompts as part of the generated images, while DALL-E 3 and Midjourney struggle with text accuracy or legibility in some cases.

What is the significance of improved text rendering in Stable Diffusion 3?

Improved text rendering abilities in Stable Diffusion 3 could potentially open up new applications and use cases for text-to-image AI models, such as generating images with precise text labels, logos, or other textual elements.

How does the image quality of Stable Diffusion 3 compare to other models based on the examples shown?

The video does not provide a definitive comparison of image quality between Stable Diffusion 3 and other models, stating that the focus is primarily on text rendering abilities in the shown examples.

Will there be a public whitepaper or technical details released for Stable Diffusion 3?

According to the video, a whitepaper for Stable Diffusion 3 is expected to be released in the coming days, providing more technical details and information about the model.

How does the prompt understanding of Stable Diffusion 3 compare to DALL-E 3 and Midjourney in the examples shown?

Based on the examples in the video, Stable Diffusion 3 appears to have strong prompt understanding capabilities, accurately rendering complex prompts with multiple elements and instructions. However, a more comprehensive comparison with other models is not provided.

What is the potential impact of Stable Diffusion 3 on the text-to-image AI landscape?

If Stable Diffusion 3 delivers on its promised improvements in text rendering, image quality, and prompt understanding, it could potentially set a new benchmark for text-to-image AI models and drive further advancements in the field.

Outlines

00:00

🤖 Comparing Stable Diffusion 3 with Dolly and Midjourney

The paragraph compares the text rendering capabilities of the newly announced Stable Diffusion 3 with Dolly and Midjourney using sample prompts and generated images. It highlights how Stable Diffusion 3 is able to produce better text integration within images compared to the other two AI models, particularly in terms of legibility, accuracy, and stylistic alignment with the prompts. The comparison suggests Stable Diffusion 3's improved prompt understanding and text rendering abilities.

05:02

🖼️ Exploring Stable Diffusion 3's Prompt Understanding

This paragraph further examines the prompt understanding capabilities of Stable Diffusion 3 by showcasing various examples shared by developers on Twitter. It compares the results with those of Dolly and Midjourney, demonstrating Stable Diffusion 3's ability to accurately interpret and render text elements based on the prompts. The examples cover scenarios like rendering specific text on objects, color-coding elements, and incorporating textual elements in creative compositions. The comparison suggests Stable Diffusion 3's superior prompt understanding and text rendering abilities.

Keywords

💡Stable Diffusion

Stable Diffusion is a deep learning, text-to-image model used for generating images from textual descriptions. It is a fundamental concept in the video, as the discussion revolves around the newly announced Stable Diffusion 3, which is claimed to have improved capabilities in understanding prompts and generating text within images. The script extensively compares the text generation abilities of Stable Diffusion 3 with other models like Dolly and DALL-E.

💡Prompt

A prompt is a textual description or instruction provided as input to an AI model like Stable Diffusion for generating images. The video emphasizes the importance of prompt understanding, which refers to the model's ability to accurately comprehend and interpret the prompts to generate relevant and desired images. The script provides several examples of prompts fed into different models and analyzes their performance in terms of prompt understanding and text generation within the resulting images.

💡Text Generation

Text generation refers to the ability of AI models like Stable Diffusion to generate legible and coherent text within the generated images, based on the provided prompts. The video focuses on evaluating the text generation capabilities of Stable Diffusion 3 in comparison to other models. Examples include generating text like "Stable Diffusion 3" or specific phrases mentioned in the prompts, while preserving the aesthetic and stylistic qualities of the image.

💡Image Quality

Image quality refers to the visual fidelity, resolution, and overall aesthetic appeal of the generated images. The video mentions that while Stable Diffusion 3 is expected to have improved text generation and prompt understanding abilities, it is uncertain if there will be significant improvements in image quality compared to previous versions or other models. Image quality is an essential factor in evaluating the performance of text-to-image models.

💡Cherry-picked

In the context of the video, cherry-picked refers to the deliberate selection of specific examples or images that highlight the strengths or weaknesses of a particular model. The script acknowledges that some of the examples shown are cherry-picked, meaning they may not be representative of the overall performance of the models. This term is used to caution against drawing conclusions based solely on the selected examples, as they may not provide a comprehensive evaluation.

💡Prompt Understanding

Prompt understanding is the ability of an AI model to accurately interpret and comprehend the textual prompts provided as input. The video emphasizes that Stable Diffusion 3 is expected to have greatly improved prompt understanding capabilities, enabling it to generate images that more closely align with the given prompts. The script compares the prompt understanding performance of different models by analyzing the generated images and their adherence to the specified prompts.

💡DALL-E

DALL-E is a powerful text-to-image AI system developed by OpenAI. Although not explicitly mentioned in the script, the video compares the performance of Stable Diffusion 3 with other models like Dolly and DALL-E (referred to as "Mid Journey" in the script). DALL-E is a prominent text-to-image model, and its inclusion in the comparisons highlights the competitive landscape within which Stable Diffusion 3 is being evaluated.

💡Waitlist

The waitlist refers to the process of signing up to gain early access to the upcoming Stable Diffusion 3 model. The script mentions that while Stable Diffusion 3 is not yet available for public use, users can sign up for the waitlist on the Stability AI website. Being on the waitlist ensures that users will be notified and granted access to the new model as it becomes available for preview or release.

💡White Paper

A white paper is a comprehensive and authoritative report or guide that provides detailed information about a specific topic or technology. The script mentions that a white paper on Stable Diffusion 3 is expected to be released in the coming days, likely providing technical details, performance metrics, and insights into the model's capabilities and improvements over previous versions.

💡Preview

A preview, in the context of the video, refers to an early or limited access to Stable Diffusion 3 before its full public release. The script mentions that after the release of the white paper, Stability AI will begin inviting users to a preview of the new model. Previews allow selected users or groups to test and evaluate the model's performance, provide feedback, and identify potential issues or areas for improvement before the final release.

Highlights

Stable Fusion 3 announced by Stability AI, emphasizing improved text in images.

Comparison between Stable Fusion 3, DALL-E 3, and MidJourney showcasing text integration capabilities.

Stable Fusion 3's text rendering capabilities highlighted through example prompts.

Stability AI promises better prompt understanding, image quality, and spelling with Stable Fusion 3.

Cherry-picked examples from Stability AI demonstrate improved text clarity and integration.

Waitlist sign-up for early access to Stable Fusion 3 announced.

White paper on Stable Fusion 3 expected soon, indicating a closer look at its technical advancements.

Early previews of Stable Fusion 3 shared on social media, showcasing text in complex scenes.

Comparisons between DALL-E 3, MidJourney, and Stable Fusion 3 reveal differences in text rendering.

Example prompts show Stable Fusion 3's superior text recognition in detailed scenes.

Stable Fusion 3 displays better understanding of complex prompts compared to competitors.

Aesthetic and prompt accuracy compared across AI models, with Stable Fusion 3 showing promising results.

Stable Fusion 3's text integration in varied scenarios, like news clips and decorative texts, praised.

Upcoming comparisons and reviews of Stable Fusion 3 anticipated as more users gain access.

Final thoughts on Stable Fusion 3's potential impact on creative AI applications.

Transcripts

stable Fusion 3 was just announced by

stability AI what's the big deal then

well I'll tell you prompt understanding

text like real proper text and is there

anything else well let's check it out oh

and what color is the wind

blue

AI let's just start off with a quick

comparison here so here we have a prompt

epic anime artwork of a wizard at top a

mountain at night casting a cosmic spell

into the dark sky of the says stable

diffusion 3 made out of colorful energy

and the example here is stable defusion

3 this is obviously cherry pick so only

have one image to go from but I took the

same prompt here and I put it into

dolly3 which is the middle one here and

mid Journey which is the the one to the

right here and I didn't cherry pick this

at all I just took the first four Images

out of both Dolly and mid journey I also

did some some comparisons with

sdxl but honestly we don't even need to

look at that because we're not getting

any text at all the images look fine

that's not the issue uh but for this

example it's all about the text and in

the stable Fusion 3 one here we actually

get some pretty good looking text now

the A and the B has kind of merged

together but it's fine you can see they

actually says stable diffusion three in

the dolly example here in the middle

they're kind of cool uh we are not

getting any text recognition at all now

dolly is amazing for prompt

understanding and most of the time it's

pretty good at text but not in this

example we're going to look at some

examples later where uh Dolly shines a

little bit more and in the right example

here the mid Journey one the text is I

mean you can see what it says and for

one of the images here it actually is

spelled correctly now in three of them

it is not but it's very very close

however the text in the mid Journey one

isn't really getting the style of the

prompt so it's not really casting a

cosmic spell into the sky that says stab

diffusion 3 in the stable diffusion

example it actually becomes a part of

the image I'm going to check some more

uh comparisons in a bit now if you go to

stability AI site they have a News Post

basically saying stabil Fusion 3

announcing in early preview our most

capable text image model with greatly

improved performance in multi-ub prompts

image quality and spelling abilities

what that is is basically it's going to

be able to understand your prompts much

much better and be able to get text in

there is it going to be much much better

image quality I don't believe so at this

time but we'll need to compare On's

custom train models are out there now

looking at the the examples here which

are obviously Cherry Picked you can see

the text is is well pretty good so we

have a text here go big or go home next

to this apple here here we have the

stabil fusion 3 inside of this paper

newspaper clip magazine clip whatever

and here we actually have a text on two

different parts you have go on the sign

here and dream on on the bus and if you

look closely it actually says stable

Fusion on the side here on the bus and

it looks like it's not super clear but

it looks like it's spelled correctly

looks like one i2f and one s there so

that's so far pretty cool now this isn't

available for you to use yet however you

can sign up for the wait list and you do

that by clicking this little thingamajig

here which will get you to this sign up

form sign up here submit and uh you'll

be in the wait list now I talked to a

developer about this and we will be

seeing a white paper in the coming days

after that they're going to start start

inviting people to the the preview I

know some YouTubers have already said

that they have officially gotten uh a

confirmation that they've got it in yet

I haven't ping emad about that some of

us are actually focusing particularly on

stable Fusion but in general looking at

these images we can't say much because

these are examples Here Without Really

any prompt stuff like that however if

you uh search around on the interet a

little bit you can actually find that on

Twitter some of the the people of

stability AI in this case Andre which is

uh working with media in stability has

posted images with the prompts so in

this one here photo of a 19s desktop

computer on a work desk on the computer

screen it says welcome on the wall on

the background we see beautiful graffiti

with the text sd3 very large on the wall

so in this chair picked again example

it's very good now if you compare this

to for example Dolly which is this one

here and I'm going to pull up an a mid

Journey one which is this one to the

right here we can see that in the dolly

one here to the test we're getting some

welcome on the screen looks very good

fairly good uh we are getting the SD

text in the wall behind here however it

doesn't say

sd3 it's an S here this one says

sdp3 and the other one on I can't really

read at all the same prompt in in mid

Journey gives you welcome you get an sd3

on the screen in three of the examples

you get an sd3 behind here in some of

them uh this one says s D3 or SDI 3 uh

so you know it's somewhat getting it but

not fully with comparing the prompt

understanding just apart from the text

I'd say they're currently on a okay

level because we're comparing random

results from a chair pick result so

we'll have to do a proper comparison

once we can start generating our

ourselves so this is just a rough

estimate now next up here we have a

prompt that is resting on the kitchen

table is an embroidered cloth with a

text good night and an embroidered baby

tiger next to the cloth there is a lit

candle the lighting is dim and dramatic

you can see that for both stable Fusion

3

and doly you're getting good text here

so there's good prompt recognition

regarding the text you can see that it

says good night and for two of the

images is actually well looks pretty

good for Mid Journey we are losing the

text in most of the images however we

are getting a more cinematic Vibe so

just from a visually appealing or

aesthetically appealing sense that image

you look looks well a little a little

more beautiful however from a prompt

perspective both stable Fusion 3 here

and Dolly kind of wins in that regard if

you want to keep browsing there are more

images on Twitter check out emat check

out Andre here's an example with three

transparent glass bottles and a wooden

table it's actually understanding that

the left one should be red the middle

one blue and the green one here is on

the right and they're numbered 1 2 3 so

that's pretty cool I would love to know

what you feel in the comments below but

there is more stuff if you just keep

checking the Twitter here in this image

we have a photo of a red sphere on top

of a blue cube behind them is a green

triangle on the right is a dog on the

left is a cat and that is tremendous

prompt understanding really good if if I

say so myself thanks for watching see

you