#šŸ’¬ļ½œgeneral-chat

1 messages Ā· Page 3 of 1

fervent pebble
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If they could, they would..

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no doubt there

full lark
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In my opinion, there should be a big uncensored community model so that governments don't get in the way of stabilityAI.

cerulean granite
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Who is "they"? Lol

cerulean granite
fervent pebble
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šŸ‘€

full lark
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Found it

cerulean granite
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Really quite beautiful. Since it's built on 1.5, it also knows celebrities and art styles

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I'm sure eventually stability and MJ will come around, I suspect they want to. They are just looking at the big picture and trying to keep progress from getting stunted by lawsuits and bad press

full lark
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Does anyone know what is the minimum vram requirement to run 2.0?

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at least at 512x512 or 480x480

cerulean granite
fervent pebble
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Stability, yes. MJ? idk about that one. I have listened in to there office hours and its largely a community of social warriors looking for the next thing to be mad at.

cerulean granite
fervent pebble
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I do hope youre right there and you probably are. The amount of times I have heard an AI art bot called racist is enough for 10 lifetimes lol

bitter laurel
#

i should make a chat bot hitler. would that get insta banned? yes it probably would. imagine reviving hitler just for funsies.

cerulean granite
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Just yesterday, I was inputting song lyrics As prompts, and one line mentioned poverty. Not a lot of white people in those "poverty" images. It's not a hard case to make.

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"...she lived in a rough old shack, poverty blew through, but she invited him inside..." if anyone wants to check my work lol

peak orchid
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I wonder if Stability AI might contribute something to Unstable Diffusion, as they seem keen on helping community projects right now (according to what Emad said)

cerulean granite
rustic rivet
#

Thanks for explaining that so clearly. That fixed it for me too. One little space was the problem.

upbeat tangle
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is using 200 imgs for a face dreambooth too much ?

hushed edge
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sorry for the silly question, but what's the difference between SD 2.1 nonema pruned and SD 2.1 ema pruned?

cerulean granite
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Does that actually do anything though if you haven't actually compiled it?

quick narwhal
frosty marsh
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hi ppl, anyone knows what the difference between v2-1_768-nonema-pruned.ckpt and v2-1_768-ema-pruned.ckpt?

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ow lol

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XD that was a nice timing

cerulean granite
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I got great results training 1.4 with only 12 images

frosty marsh
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what does that mean regular use vs fine tuning?

cerulean granite
frosty marsh
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like actually doing an actual separate model or just allowing the use of bias image to give the model some pointers on how to do stuff that it sucks as

quaint pivot
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hey everyone, not sure if self-promotion is allowed here, but I run https://futurepedia.io - it's a directory of 400+ AI tools and also has a leaderboard along with it.
would love it if you guys had a look and let me know your thoughts šŸ™‚

midnight crane
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Does EMA-pruned mean that the EMA weights are taken out of the model? That would explain it, I thought Non-EMA meant that there was no EMA weights in the model, so I thought the exact opposite lol

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@quaint pivot Yeah, I saw that on MattVidPro I think, nice site!

knotty wasp
frosty marsh
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BTW I'm following Olivia sarikas tutorial on how to install Auto 1111 and after downloading the model and copying the config link in the model folder, I executed webui-user.bat and it said "couldn't launch Python" and "Python can't be found"
What can I do to allow it to find and launch Python?

strong tusk
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are you on Windows? make sure Python is installed and on your PATH

frosty marsh
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yep windows,

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let's see if I can find python

strong tusk
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open a cmd prompt and enter python --version

frosty marsh
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yeah about that..

strong tusk
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if python is installed but that doesn't work, it's not on your Path variable

frosty marsh
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what's a cmd prompt

strong tusk
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windows key + R -> type 'cmd' -> enter

frosty marsh
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python can't be found

strong tusk
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did you install it? it does not come with auto1111

frosty marsh
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ok silly me

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3.11.1 is the right version?

strong tusk
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i dont know if this is still the case, but when I installed auto111 a month or so ago, the latest version of python didn't work

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I have 3.10.6 and still works

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also keep an eye out during the install, I believe the installer will give you an option to add python to your PATH variable. make sure that's checked or you'll have to do it manually later

frosty marsh
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it might actually solve another of my problems, I was using Noesis to export video game models but it didn't work

tidal bough
#

dropping a couple more prize giveaways! good luck everyone ^^

surreal perchBOT
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@wispy scarab

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You have won a raffle prize!

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Please contact Aether to claim your prize!

@tidal bough

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@bright whale

Congratulations Horror#7777!

You have won a raffle prize!

Prize

2500 DreamStudio credits!

Please contact Aether to claim your prize!

@tidal bough

#

@floral hill

Congratulations jenben#3996!

You have won a raffle prize!

Prize

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Please contact Aether to claim your prize!

@tidal bough

#

@west aspen

Congratulations BSRider#5937!

You have won a raffle prize!

Prize

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Please contact Aether to claim your prize!

@tidal bough

midnight crane
tidal bough
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Congratulations to our winners! Please contact me via DM soon to lock in those prizes!!

bright whale
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somebody calculate the odds on that

placid wing
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can i delete generated images from the txt2img-img folder?

knotty wasp
steady arrow
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If you don't like em, chuck em

placid wing
lilac reef
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I want to make, or attempt, a script but I have no idea what I have access to. Is there a list of what I have access to so I can manipulate them?

placid wing
lilac reef
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XYZ(a,b,c*2) sort of stuff

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bit hard to call a function not knowing anything

midnight crane
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@knotty wasp It's on the Create Model tab on Dreambooth, when you create the model you can chose to extract the EMA weights. Dreambooth revision is c2fc683ebcf4db23cfce22626aa6a7b565994c96.

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Don't know why you would have the option to extract them if they aren't benefitial.

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Posted the image of what I mean on general-with-images

knotty wasp
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ah a1111 never used it in that

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ema is best for inference so gonna guess it's for if you train with non-ema so you can get the ema weights after

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not looked at what the extension is doing though

midnight crane
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Ok, a lot of confusion regarding this, that's why I'm a bit suspicious of the whole thing.

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And of course because I don't really understand it lol

placid wing
lilac reef
# placid wing i'm sorry but i woudn't know where you would find those

Hard to make anything if there is no documentation on what shit is. Seriously, I am looking at this one script and how does he know
base_params = {
"sigma_min":sched_smin,
"sigma_max":sched_smax,
"rho":sched_rho,
"beta_d":sched_beta_d,
"beta_min":sched_beta_min,
"eps_s":sched_eps_s,
"device":"cuda" if torch.cuda.is_available() else "cpu"
}
??? Where did he get that info from?

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There are tons more stuff we have access to but without a list, and how they are used/called, I can't do it.

placid wing
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it might be in the vocab.json

lilac reef
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Doubtful

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This is programming stuff so the end user files wouldn't need to have that

upbeat tangle
hushed tangle
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minimum VRAM for auto1111 dreambooth?

crimson magnet
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Have there been any recent developments in terms of tutorials or setting/parameter explainers for training hypernetworks in Auto1111? More specifically, a stress test or semi quantifiable way to tell if an embedding was trained well? I've recently trained one using my own artwork as input data and, from what I can tell, it's working shockingly well. Thing is, relative to my other attempts, I have no idea why. I had to stop training due to low memory errors at around 3500 steps, (no idea, wasn't an issue before with my 8gb 3060ti), and assumed that + using more or less default settings and prompt templates it would be bad, very much not the case (I think?) lol. Idk any insight into this would be helpful.

wise stratus
fervent thunder
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how i can use the bot whit my pic?

lilac reef
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@wise stratusWhat about my issue with the light in every single image 2.x makes now?

primal marten
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Hi! What does "fine tuning" mean? In reference to the difference between non-ema and ema versions

primal marten
midnight crane
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@wise stratus Hi Emad, I saw that you are seeking collaboration with Elon, is there something in the plans between you two? I know he's involved in OpenAI, so I thought it might be involving that šŸ™‚

peak orchid
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Google Cloud Compute hasn't had an available A100 40GB in days, so I can't test my new embedding datasets or even my MJ one 😦

elfin stump
lilac reef
midnight crane
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@wise stratus Ok, well I'm eager to see all kind of progress into AI so it was intriguing to me. Collaboration is almost always a good thing. But I don't know, Elon has become a bit strange lately (and made things way too political), I just hope that it doesn't impair his sense of technological progress that he's been a forefront of.

balmy compass
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Hey quick question(s): if I run stable diffusion locally do I have unlimited generations? How much storage does it require (approx)? How long does it take for a generation (I have an RTX 3090)?
TIA 😃

midnight crane
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@balmy compass Yes you have unlimited generations, you need a couple of GB for the models (usually between 2 to 7 GB for each model that you want to have) the github itself is fairly small. You are definitely ok with the graphic card.

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A generation will take a couple of seconds in your case.

balmy compass
midnight crane
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I recommend either Automatic1111's WebUI or InvokeAI, they are both very easy to install (usually a one-click affair). You would need a model for Automatic1111's WebUI already downloaded I think, InvokeAI downloads it for you but then you need the token from Huggingface in order for it to do so. All is explained in their respective githubs.

balmy compass
midnight crane
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You can try running it on CPU, but it will be very slow and I still think it requires a lot of RAM, not sure how much though. You can always try.

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I don't know the instructions for running on the CPU though so you probably need to google it if it isn't explained in the repositories.

raven edge
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I keep getting black images even after the xformers fix now that i did a git pull for Automatic1111

balmy compass
wise stratus
chrome spade
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Anyone ever think about how many AI generations have been created so far with all the different tools? I can't even imagine the number

wispy scarab
uneven heath
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@wise stratus is there anyway I can reach out to stability for educational initiaitves?

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an email or something

raven edge
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I think something broke my img2img since I can't get any generation regardless of model

modest owl
modest owl
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they have produced 0 models still and have no demos

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and at best they resort to mild erotica

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no balls for other, more extreme forms of nsfw

radiant bronze
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How is it a scam though

modest owl
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all the money will most likely not go to the open source model production

radiant bronze
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Why do you say that?

modest owl
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because i know

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i did my research

halcyon granite
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anyone got some tips of making backgrounds more suitable for removal? For example I'm trying (blank background) and (empty background) but it doesn't seem so reliable

lofty parcel
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The RunwayML inpainting model is probably your best bet

halcyon granite
lofty parcel
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I think maybe a little, but I haven't found it to be too bad

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I didn't spend too much time with it though, so I don't know about possible failure cases

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There are also background removal AI models that can give really good results

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You'll have to experiment but I think you can get something that looks good

halcyon granite
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Cool, I'm gonna try stuff like blur, solid color, etc too

meager nest
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Man, is anyone else extremely concerned about the ethical use of SD?

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It seems like it has a lot of capability to cause a lot of harm

tight quartz
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Many things in this world could cause harm, and there will always exist bad actors in every community. The best we can do is remain positive and stay responsible - make good choices and support others who do as well.

meager nest
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Yeah, cuz like, even in my generations I do everything possible to avoid anything that's considered bad, but the fact that it is still possible makes me extremely uncomfortable

halcyon granite
meager nest
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State actors?

halcyon granite
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If you mean stuff like faking a president of something

meager nest
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I'm more concerned about the nude images it can do

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That in the wrong hands sounds extremely dangerous

halcyon granite
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anyone can do that in photoshop, it's irrelevant

tight quartz
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There's measures put in place to try to minimize the impact of that - and it's not isolated to SD - like Owen said; anyone with photoshop can do some poor editing.

halcyon granite
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there's already fake celeb and stuff

meager nest
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Thankfully, even on unstable diffusion they have rules to prevent communities from becoming a cesspool

uneven wasp
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Hasn’t that already been legislated a bit? I think I remember reading an article about deepfakes for certain purposes being banned.

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I’m not sure sd allows much new capability in that potential area of harm that existing deepfake tech was incapable of

halcyon granite
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In a weird way maybe it's a positive because now celebs can just claim images are fake

lofty parcel
tight quartz
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Friends, if you ever find yourself uncomfortable or uneasy about a community or a new technology - ask yourself where that fear came from. Perhaps its a narrative you read - or a famous idol mentioned their concern and you align with it - or even just the misinformation that exists. Do your research, ask the questions, speak to one another. That's the best we can do shine light on something (or anything) than can also be used in ill intent.

peak orchid
# modest owl i did my research

What research though? And Stable Diffusion is still so new that most large groups haven't created huge finetunes yet. They did help train Waifu-Diffusion though, which was a major finetune

tight quartz
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Personal research is anything you do to further your own understanding of a topic. Even this conversation right here, is an example of :looking into something".

halcyon granite
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To me the only different from traditional art is just the volume

tight quartz
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@halcyon granite absolutely. Photoshop allowed faster creation of what we had to do in MS paint.

uneven wasp
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Cherry-picking the best results from an incredible volume is a genuine quality advantage

modest owl
halcyon granite
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people shouldnt be trusting just images alone anyway, look at ghosts and UFO communities lol. I actually warned those before the AI craze started lol

modest owl
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mmm digital ghosts šŸ‘»ghost

peak orchid
tight quartz
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new band name

modest owl
modest owl
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context - warped ā˜‘ļø

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i'm talking unstable diffusion output duh

uneven wasp
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Not following the project that closely: are they promising to release weights?

tight quartz
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Like I said - there will always exist operators that seek to push boundaries in different directions, sometimes unethical.

peak orchid
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I've personally spoken with some of the UD staff, and haven't noticed anything sketchy about them. My main concern is whether or not they are budgeting for screw-ups. Stability AI's 2.0 mistake cost them more money than most Americans make in a year

modest owl
peak orchid
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Not everyone can afford such mistakes

modest owl
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most Americans make in a year
the rest of the world right now - šŸ™„

peak orchid
# halcyon granite mistake?

They set the punsafe (NSFW filter) values so high that it removed most of the humans from the dataset (they set it to 0.1, when it should have been set to at least 0.99). SD 2.1 was attempt to fix that by changing the values

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Pretty costly mistake, but stuff happens sometimes

halcyon granite
modest owl
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and instead of rebelling you deal with it, what a foolproof strategy

halcyon granite
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I mean 1.4, 1.5 still works great

tight quartz
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i like this show

modest owl
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don't like this tell tho

peak orchid
lofty parcel
halcyon granite
tight quartz
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This is exactly what this channel is for tho. We discuss, we listen, we grow, we share - all perspectives, all concerns. We can't just shut our eyes to one idea, and not another.

modest owl
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(still a stolen channel tho)

tight quartz
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(a resolved issue)

modest owl
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(nope, internet doesn't forget)

tight quartz
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(neither do šŸ“Œ pinned messages)

modest owl
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(and since discord is not indexable - yes, yes it does)

tight quartz
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You play chess?

modest owl
tight quartz
modest owl
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🧠

tight quartz
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I wonder how that fancy chatGPT does with chess

modest owl
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it does great with hanging mid-typing

peak orchid
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How many Midjourney image-text pairs do you guys figure I need for a simple finetune of a 2.x 768 model? I've been collecting high quality ones as the OpenJourney team hasn't responded to my request for the dataset

modest owl
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and lying

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midjourney should be cancelled for discord gatekeeping alone

lofty parcel
tight quartz
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@peak orchid sweet spot on 200 (unofficial answer)

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@lofty parcel opening move: queen takes both kings: field goal!

peak orchid
lofty parcel
#

Victory Royale

halcyon granite
#

pawn nukes queen checkmate

tight quartz
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@peak orchid there was some literature of over tuning

peak orchid
#

I should automate my scraper code though

fervent thunder
#

I wonder how much it cost them to create 2.0, not checked on it at all so it might be out there somewhere :P

peak orchid
tight quartz
#

@peak orchid we have access to the same search engines. I can't recall myself, sorry.

peak orchid
#

lots of content being made on Midjourney tonight according to my scraper code

tight quartz
#

#weekend

cyan temple
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seriously, dafuq happen with SD?

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i use same prompt in SD 1 and SD 2 with MJ, SD look like c**p now compare to MJ, make me sad

halcyon granite
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prompts dont transfer from SD to MJ

cyan temple
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its like 10 step backwards by SD

cyan temple
modest owl
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c**p
oh boy what a time we live in when people need to censor a damn excrement

cyan temple
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and it just 2 months i never use SD, last time i used was 1.4 and its still okay

peak orchid
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Though its 1.5 based

modest owl
#

why do you need an imitation? You got gatekeeped and have no money?

peak orchid
modest owl
halcyon granite
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I keep getting billed for MJ and forget to unsubribe, havent used in months

modest owl
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check wallet for burn holes

cyan temple
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lol

tight quartz
#

In 1.3, 1.4 and 1.5 - you could just type "moon" and it would give a wildly beautiful piece of art of the lunar surface in a starscape.
In 2.0+ if you type in "moon", you just get a moon. It's because it's literal , and it wants more description and tokenization. It's not less, it's more critical.

No other versions or datasets made a jump like this, so people seem to feel like there's something wrong - where as, you just have to re-learn to prompt better, and understand the model.

cyan temple
modest owl
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just don't touch it or it's imitations at all

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it's that simple

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it's too overhyped as dall-e anyway

halcyon granite
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problem with MJ is I don't feel like i own it. At any time it can be taken away and then it would be impossible to recreate my series of images

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with SD I know even if the government tries to ban I'll still have it lol

modest owl
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gee i wonder why

fervent thunder
lofty parcel
halcyon granite
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same reason I will never buy a subscription to Adobe Photoshop, if my work cancel it I'll change to a different software

modest owl
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besides mj's model is specific enough as an artist that shids into his palette and paints a final layer with that

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i.e. not general like sd

peak orchid
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I just realized that OpenJourney is likely a Dreambooth model. So my proper MJ finetune plans should be a lot better

halcyon granite
lofty parcel
halcyon granite
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i posted a sample in general images

cyan temple
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i tried using this negative prompt "disfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, , mangled, old, surreal >> and result is okay. Sorry the great SD developers for my previous negative remarks. You all have done Marvelous Job for humanity

lofty parcel
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Side-tangent: Has anyone tried swapping their negative and positive prompts? I'm curious about what eldritch horrors this could result in

halcyon granite
modest owl
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nah, try doing datamoshing with sd instead

tight quartz
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Negative prompts tokenize as a matrix against positive prompts. As in first, read prompt A+B+C+D, then remove "z" from each of those tokens.

modest owl
#

question

tight quartz
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answer

halcyon granite
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I'm just getting blank colours with some noise

modest owl
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haha, very funny

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real grouping will come out when?

fervent thunder
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I stopped using ugly as a negative prompt because it seemed to remove too much in-between type of faces on characters etc. Then I removed another, then another, now I don't use any negative words if I don't spot a theme I don't like in the generated images I get. It's actually just one negative prompt I have had to reuse a lot now a day and I love it! :D

modest owl
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wanna group my prompt parts, no matter if it's blocks joined by && or AND

halcyon granite
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I've found for cyberpunk using "blue purple hue" negative works amazing. It basically just uses normal colours

tight quartz
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@modest owl there are syntactical difference in hyphenation, punctuation and compounding tho.

uneven wasp
#

Personally I find short prompt describing and negative with the exact opposite gives me pretty good results when I'm looking for something that can be described that succinctly

modest owl
#

try pulling this out in vanilla sd:

(red,cat)(blue,dog)

or

(red,cat) AND (blue,dog)
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similarly try it for OR or ~

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seriously, forgetting such basic syntax is unacceptable

bold star
#

Is this 1.5 or 1.6 dreamboat is on?

modest owl
#

boats don't dream, they swim, or rather, float

bold star
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Yeah that too

modest owl
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and yes, distilled SD when?

lilac reef
#

I wish we could run more than one script at a time in automatic1111

vapid tangle
#

2.1 is a huge step up. Awesome!

modest owl
#

i wish there would be a damn QUEUE in a1111

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represented in ui as well

lilac reef
#

I really wish one of those devs would take a look at automatic1111 and fix the Hypernetwork training because it should not take that much ram (more than any other training) so I suspect it has no memory optimizations to it. Beyond my abilities to fix.

calm herald
#

yo. did the nsfw filter really dip out and then turn back on?? how do i fix this...jesus

static lynx
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i think MJ is more understanding regarding what we want in the prompt and output compare to SD 2.1 , but it open source and free, so give and take

lilac reef
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yes

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I am starting to use less and less negative to now just one, or two tokens in negative. If I see something I hit it with my big ass wall of negative crushing power. a lot of times it destroys it and something completely different is made.

tight quartz
#

@river musk In some cases, it can skew results.
Example: garden = positive
But negative prompts like flowers, grass, trees, stones, sand, foliage, sky etc....
You'll just get walls and water fountains - since you disallowed everything else.

untold ocean
#

a lot of times negative prompts have unintended side effects

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what you think is the negative prompt might not be how the model learned it

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also prompt weighting in the text embedding space versus cross-attention is very different

forest vale
#

neg prompts being used like they are in sd2 is a crutch, nothing more tbh

compact perch
#

I'm running an rtx 2080, and I would like to increase the width/height of my generated images, but everytime I go passed 900x900, I run out of GPU memory. Is there anyway to fix this without shelling out for a second or new GPU? Or is it worth trying out basujindal fork? Don't really understand the trade off compared to regular diffusion.

mellow knot
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this is exactly what you get when you take the garden out of a garden

daring niche
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guys do any of you have any suggestions of a good text-to-speech model?

rich plover
#

all my humans coming out like midgets šŸ˜”

cold siren
bleak matrix
#

Good morning, folks. How are we all this morning?

fervent thunder
rich plover
#

if i put bad art in the negative the computer gives me good art, its just that simple

fervent thunder
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a negative prompt has to help more than not and it should be noticeable, even blurry seem to do nothing consistent for me, one I thought I'd never remove before :O

cold siren
#

i remember somebody putting some random gibberish in the negative, and getting better results than with a "sensible" negative prompt

cold siren
fervent thunder
#

Anyone using invoke in here that has been updated today?

The models arent being found and the location it says does not exist actually does.

bleak matrix
#

I typically rely on good prompting skills first. Build a base prompt that's solid and iterate on it. It's much easier because then you can understand flaws and interactions between words

fervent thunder
fervent thunder
cold siren
#

lmao 🤣

bleak matrix
#

If you're not in it, I can look and see if anyone has reported something for you

cobalt cliff
#

will the god emperor grant us this gift?

deep bridge
#

yeah don't know about that elex

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im not one to start drama usually. however. *pauses for dramatic effect*, the truck posting has gotten out of hand in #1019350310650646589 to the point where it's so saturated the mods should seriously consider adding a truck specific channel... @whole fjord

cold siren
broken gull
hasty badge
# cobalt cliff https://twitter.com/emostaque/status/1601919744944357376

Surely it'll get there eventually, but eventually might be a long time. Exciting times, I've never been so interested in new tech as the last year, first copilot, then dalle/sd/mj, now this, let AIs do all the busywork :). One problem with something like chatgpt is that it'll be a challenge to keep it up-to-date, so it needs a big org constantly feeding the internet to it.

broken gull
cold siren
#

like, can you describe a centaur with these

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without using the word "centaur"

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or any other weird mythical creature

fervent thunder
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yes, those are not good negative prompts in my eyes, not ones you always want anyway

cold siren
#

or any hindu deity with ridiculous number of heads & limbs

fervent thunder
#

I get much better results having the negative prompt area as bare as possible from the start, and then you add stuff when you notice something in your images you don't want, something that often appear. Such as a color, type of clothes/hat, etc. If I'm gonna be brutally honest, then I believe stuff like extra fingers does absolutely nothing good :P

cold siren
#

though this might actually need a better language model šŸ¤” which might be a good reason for stability to do their own research there

fervent thunder
#

I believe everything will be changed in time, even the ai itself will probably need a "better" system in time, but we'll see, it's scary how fast this has advanced, well advanced in some ways, not so much in other areas

uneven wasp
#

They need better prompts for their clip model.

#

the caption/desc in laion arent that good from what I've seen

fervent thunder
#

I think they need tutorials, examples, lots of documentation for the normal idiots like me so I—I mean we can get good results quick :3

cold siren
uneven wasp
#

The problem with openclip probably might not even be a neutered dataset, it's probably just trash text pairing

#

Can't train a contrastive model on shitty pairs and expect it be good at prompting

fervent thunder
#

I'm gonna be brave enough to say that it feels like the image quality and text descriptors will move to a sort of crypto based thing everyone gets to be involved in, so even if there are bad actors destroying the training, it wouldn't hurt the overall quality

uneven wasp
#

I mean its not a hyper fault sensitive situation like a public ledger, you can have bad data in your dataset and still come out with a good model, it just needs to be a small enough portion

#

Only real application of blockchain/crypto I could possibly see here would be coordinating incentives for people to train each others dreambooth/TI/etc models

#

If you wanted that to be totally decentralized system

cold siren
#

at least i hope we get rid of bullshit tags like "trending on <a specific website>" at some point... 😐

#

like really what's next, "liked by <a specific person> on facebook"?

fervent thunder
#

I find it cute, it might the persons very first AI image :3

lofty parcel
uneven wasp
#

viewed by <person #21515112> at 11:51 pm at 51.507351 -0.127758

cold siren
#

yep ā˜ļø and then everybody will copypaste this into their prompts, like "by greg rutkowski"

#

and the <person #21515112> then will sue them all to claim copyright or something

uneven wasp
#

lol copyright over ai is such a mess

#

It's most likely transformative fair use, except that the actual legal status of its copyright

#

It's most likely transformative fair use, except that the actual legal status of synth image copyright will end up being solidified by the law that will inevitably pass when somebody inevitably does something incredibly stupid

rich plover
#

any prompt you guys do to get a flat white or black background

#

?

cold siren
#

no, but i tried to prompt for a "blue grass, green sky" once

lofty parcel
sharp vortex
#

Does stable diffusion scrap imagies from internet to study their style?

lofty parcel
lofty parcel
primal marten
#

Hi! Question, does output resolution affect the created image? As in, does it change what SD will produce? Or is it always the exact same image (assuming the rest of the parameters are the same) but with a different resolution and that's it?

vital osprey
#

thats why sometime you get text on your gen

sharp vortex
#

Gf mad at me cuz I love stable diffusion. she says it steals artist styles. says she who use uTorrent all the timešŸ™ƒšŸ™ƒ

cold siren
#

by the way! have anyone seen the "seed rescaling" in auto1111 actually working?

storm shard
magic citrus
cyan scaffold
#

Hey, I have some questions and needing help with stable diffusion and Anything v3 related for Img2img to get a certain outcome of art, which channel is the best place I can go to to get help? thanks

broken gull
robust dove
#

Question for you all: So lots of the time when I generate a full body shot of a person, the face is all messed up. What's the easiest way to get it to regenerate the face? I've been saving it, making a copy, cropping that copy, inpainting, then recombining in Photoshop but there has to be an easier way.

hollow raft
#

Trying to combat misinformation with science --> I put together this explainer video to take some of the 'scary magic' out of the technology. Advice and or feedback / corrections / all appreciated. I'll put it on twitter tomorrow, but was hoping for a sanity check first https://youtu.be/THseWPhwceU

midnight crane
#

@hollow raft I think it was a good video, was hoping that you would paint something with that water lol

frosty marsh
#

Hi, I'm trying to install pytorch/torch/torchvision cuz stable diffusion seems to require it..
I installed anaconda, then Cuda but the command line to install pytorch is still not working..

hollow raft
deft ingot
#

is creating hypernetworks for 2.1 a thing?

sinful talon
#

hey! what is the difference between ema pruned and non ema pruned for SD 2.1 ?

white mountain
#

low quality image-text pairs, that is

main kestrel
#

Hey!

waxen sparrow
#

hello, which channel would be most appropriate for questions about checkpoint merges?

fervent thunder
#

are there any ui that have added CLIP guidance yet?

chrome spindle
#

is it possible to combine several images with stable diffusion?

fervent thunder
#

Thanks Cheeze. But yeah for me that's useless. I'm lucky I know how to turn this thing on

reef epoch
#

is Stability considering taking the best trained styles / concepts from models or embeddings created by the community and finetuning them into upcoming models?

river fox
#

I rememabersome one linked me to a sire that generates texxt prompts from images

#

any one know a good site for this?

white mountain
#

clip interrogator is what you're thinking of

bitter apex
#

Funny how yall steal peoples discord servers

fervent thunder
#

lol

fervent thunder
#

so I'd say it's funny you have nothing better to do. Go get a hobby kid

unreal kettle
#

why do my dreamstudio images turn out so grainy?

steep whale
#

How do i use the Stable diffusion Inpaint model? do i just have to import it regulary?

obsidian timber
#

Is anyone else getting 'the application did not respond' errors?

halcyon granite
#

with img2img is it better to use low res images? I want to make variations of a previous generation. I have an original plus an upscaled version I could use

iron pendant
#

there's a notebook

#

actually two, one is just for autocaption and nawnie just submitted another one to run some of the other stuff as well, but autocaption is the only thing that takes GPU power

#

mostly just need to copy paste the commands if you use command line anyway, put images in the input and run it

#

there's a batch file that sets up the environment

jaunty dagger
#

hey, im new to stable diffusion and i have a question

#

how do u know what to write in the prompts? im seeing so much detailes and stuff idk where to even begin

#

when im trying to write something it looks shit XD

compact perch
#

Anyone knows if it's possible with the knollingcase module to make the knollingcase shattered/broken?

storm shard
mellow knot
#

atleast get her to use qbittorrent or something

storm shard
rare fjord
pale igloo
#

I have noticed that the more the model is trained, the more narrowminded it gets. I was trying to train pictures of a girl in a boxing ring, but as the face gets more and more close to the input folder the more close-up pictures i get of just the person. Any tips on how to avoid this?

digital ginkgo
#

anyone have that picture search website that lets you search the datasets for stable diffusion?
i'm looking for the dataset used for SD v1.4 and cant find it

white mountain
rare fjord
#

I have checked it from previous commit, but It failed to load, so I guesses that it didnt work. Maybe I did something wrong.

golden nebula
#

is there a prompt list like of all available tags

jaunty dagger
#

ill try it thanks @storm shard

reef epoch
#

IM PROTESTING AGAIN

#

šŸ”„ šŸ”« šŸ”Ŗ šŸ“ 🪠 🪨 hypemad

midnight crane
#

Pruned means that they take away weights, so EMA pruned means that they have taken away the EMA-weights. Non-EMA pruned means that EMA weights are still there, at least from what I can understand of it.

#

I could be wrong though, so if someone else knows then please correct me.

iron pendant
#

yes generally you do inference on ema weights, and nonema weights are trained on

#

the base compvis/sai code should automatically pick the right version either way if you load it in for either training or inference

#

and fall back to the "other" one if the "right" one isn't found

#

can't speak to all the codebases/dreambooth tuners, etc out there, but the xavier DB forks and the pytorch lightning based code does this (robin/compvis code)

midnight crane
#

Ok, in Dreambooth you need to specify the version, it won't do any of that smart stuff. Seems I was wrong about the vocabulary, so non-EMA pruned means that it doesn't have EMA weights. Not that the EMA weights have not been pruned. It's confusing because Dreambooth specifically have a option to extract the EMA weights from the model as if that would be beneficial.

fervent thunder
#

has anyone named their png files for ben's fast colab? I just read you can do it, Im curious if anybody has compared it to just naming the pngs one uniform name šŸ¤”

midnight crane
#

I would love to be able to train multiple concepts in one go by just naming the images with a description of the image. That would be excellent.

#

This one concept per model isn't enough I think.

fervent thunder
#

maybe something like that will happen when they release their own training stuffs

#

sounded like it was coming soon like most things lol

midnight crane
#

Yeah, I hope so. It's always just around the corner lol

#

Back in the day they had a lot of curved paths to fool the horses so they wouldn't see the far road ahead.

fervent thunder
#

they did release the CLIP guidance finally I guess (i was waiting for it at least) just nobody has implemented from what i can see with ui 😦

#

but maybe the training stuff will be next

midnight crane
#

Yeah, only online services have CLIP guidance as it is now. DreamStudio and NightCafe uses it. NightCafe gives out 5 free credits each night so I have collected quite a few šŸ™‚

fervent thunder
#

Awesome. I hope auto adds it soon šŸ™ Seems like a big thing to me, I dont know why nobody seems to care or in a rush to get it added 😭

#

I wonder if it would be an extension šŸ¤”

#

seems like it only works with one diffuser on the official site

wild hull
#

Hello guys, there is someone in this world that have good results by training SD2.1 with his face ?!

midnight crane
#

I haven't been able to get it working on Dreambooth locally. I have a 12GB card and apparently people have trouble running it on that amount of memory.

fervent thunder
#

not my face but the results Ive gotten from ben's fast colab havent been nearly as good as what I got from 1.5

#

it's why I asked if anyone has taken to adding descriptions to the pngs as I didnt do that (and didnt need to in 1.5)

wild hull
#

with ben's one, no results ..

#

I'm really desperate, it's been a week of sleepless nights testing everything, everything is unstable. When you think it works, 4 minutes later it doesn't work anymore

#

Every time I use tools, there are unmanaged errors

#

Everything goes very fast, and what worked yesterday doesn't work today, due to an update

#

I'm really on the verge of ragequit and waiting for this to stabilize

peak orchid
#

Has anyone tried the diffusers embedding training? A111 is giving me grief when trying to train with it on SD 2.1

midnight crane
#

60C is like normal working temperature. The optimal range is between 70 and 85 degrees Celsius. It will go as high as 98 degrees before throttling. So don't worry.

#

Sorry 93 degrees before throttling.

midnight crane
#

@sinful talon You're welcome, I'm trying to understand this EMA thing myself. In earlier Stable Diffusion models the smaller sized model had only EMA-weights, while the bigger had EMA-weights + normal weights. The naming itself is confusing as with previous versions only EMA-weights were enough for inference.

frank moon
#

What is the seed in SD? Not the number of the image but, the one in the set up example (seed: -1)

midnight crane
#

@frank moon I think the seed determines the psudorandom noise. The model is deterministic so you can recreate the same image by recreating the same noise, which is possible if you use the same seed. -1 just means that the seed is randomized.

peak orchid
#

@wise stratus Is the new Distilled version of the model sacrificing any quality for speed? Like was the main model trimmed down / converted to half precision to make it faster?

brave matrix
#

hello guys! What is the current state of AI generated animation? I've seen some demos but are any of it public use yet?

young ivy
eternal jacinth
#

Can you have multiple weights loaded in your models?

#

Oh, I think I figured it out. Just needed to change the checkpoint.

cobalt cliff
#

You have been visited by Prompta, the friendly muse of prompts. Many epic and amazing prompts will come to you today, but ONLY if you reply to this post with the prompt you are using right now. If you don't, Prompta will ruin your images with bad hands and weird eyes for the next 7 days.

peak orchid
#

Prominent anti-AI art activist Karla Ortiz is now going after Stable Diffusion projects on Kickstarter: https://twitter.com/kortizart/status/1601681381385699329 Currently she's trying to get Unstable Diffusion mass reported, but she wants a total ban on Stable Diffusion related Kickstarters.

timid gate
#

Prominent anti-AI art activist Karla Ortiz is now sucking my cock on Kickstarter: https://crymaldetc.com she's trying to get mass reported, but she wants a total ban on anything that makes her angry.

balmy field
weary lance
#

Hey does anyone know if it's possible to generate minimal, vectorial logos with SD? I tried with some prompts but had no luck

balmy field
timid gate
balmy field
hushed edge
#

Guys, did stable diffusion ever allow ascii art? what happened to it

torn quartz
#

btw, anyone have saved the icons of the discord server of stable diffusion? I would love to see the evolution of it

peak orchid
peak orchid
frosty marsh
#

so I gave up on automatic 1111 cuz it was just impossible to install, I seem to have managed to install invoke Ai, at leats that's what the command thing said but it also said that i needed to run invokeai.bat and it said (in this folder) question being which folder?

#

now that I think about it, I could ask chat GPT

bleak matrix
#

Good evening, everyone

frosty marsh
#

any idea why there's no Invoke.bat command in my Invoke AI folder after I've run the Install.bat command?

main sparrow
#

I had to get it from the src zip download. the git pull didn't grab the invoke.bat.

azure ice
white mountain
#

I just realized

#

that unlike finetunes, textual inversion embeddings ARE compatible with the depth and inpainting models

main sparrow
#

I still want to make a mangled AI fingers embedding and see what happens when I use it as a negative prompt.

warm panther
#

what's the general opinion of 2.0/2.1 vs 1.5?

#

not as good?

slim bolt
#

Where Can I search for 1.5 embeddings? is there a site or something?

torpid zephyr
desert whale
torpid zephyr
#

AI-produced animation would work really well in a horror game. A monster whose features change in real-time as you're interacting with him.

main sparrow
#

Just got to get everyone on a100's now.

#

lol

raven edge
#

I keept getting a black image with 2.1 I don't know what Im doing wrong I changed the userweb UI.bat

lofty parcel
wise stratus
desert whale
#

I want in on this

#

I gamedev this seems next gen

#

lol

wise stratus
#

I’d look to new year for timelines, will be a quiet Christmas as giving team a week off given how crazy this year has been

#

So no big releases before then to make their lives crazy

desert whale
#

Hope you all have a wonderful holiday

#

Also not to mention that you could in theory make anime, esp with better attention

wise stratus
#

Something… separate on anime coherence

green bear
desert whale
#

Well I'm definitely looking forward to what you all have been cooking after the break.

radiant bronze
# wise stratus Something… separate on anime coherence

If there is an anime model with a depth finetune I'm pretty confident 3d animators will be able to make coherent anime using available tools, especially since you can pipe in your own depth maps on the input side of things. Please don't forget depth2img

halcyon granite
#

quick question but what kinda res is a 3090 capable of in landscape? I'm reading online articles and they say only 1024x1024 (which appears to be old since my 1080 handles it)

halcyon granite
halcyon oasis
#

Does xformers mess up the new accelerate program? Trying to figure out whether to install xformers

brave matrix
#

Anyone know how to make the "extra" upscalled images in AUTO1111 not save as BOTH jpg and png?

fervent thunder
#

do yall fuck around with chat ai here or is it just novel AI shit

green bear
#

wdym by chat ai

#

chatgpt?

fervent thunder
#

specifically gpt3

#

yeah

#

open source stuff i can feed data in

fervent thunder
#

is depth+img to img a thing for 2.0?

green bear
#

we do all types of fuckery trollface

#

(mostly image generation AI though)

fervent thunder
#

I want to make my own creature

#

I found something called EleutherAI but it's dead project and I want to find something trying to keep up

halcyon oasis
fervent thunder
#

yeah can it be run locally

#

because last i checked these bastards wanted my number for some reason

#

found something nevermind

lofty parcel
green bear
#

also afaik its not OSS

frosty marsh
main sparrow
haughty mountain
#

question, when using prompts if i were to use a trained model for something, for example 'samwall'

if i wanted sam wall as a pirate would i use the prompt

'samwall, pirate'

or

'samwall as a pirate'

muted mesa
#

hey what's up guys. am I using the correct site - https://stablediffusionweb.com/#demo. Also does anyone know a way to save the images in a one-by-one fashion similar to the option given in DALL-E

alpine sable
#

why do i keep seeing giant tits on twitter with stable diffusion tagged.

fervent thunder
#

has anyone added the CLIP guidance to their ui? it seems like a game changer to me using it on the stability site but nobody seems to care its been released public now

peak fern
#

What does it do

fervent thunder
#

it makes the picture more accurate to your prompt is how I see it

#

like I said, its a game changer imho, but nobody even talks about it here. if the point of this whole enterprise is to make more accurate ai, id think more than a dummy like me would be excited its finally released but thats not the case lol

peak fern
#

i'm a total noob so have no clue about how i'd even add that but yeah

alpine sable
#

how to use stable difsuion

#

is midjourney better

peak fern
#

one is free and open source the other one isn't

finite hawk
#

Stable Diffusion getting a shoutout on a Taco Bell commercial!

https://youtu.be/G84YqORpjHk

From the description:

fun fact: everything in this video had to be copyright free, I generated the snow texture with Stable Diffusion AI, and made this goddamn beautiful seamless skybox with AI too (hours of coaxing it and photoshop) https://i.imgur.com/oWHQbOO.png, if you're a mapper and want the texture files email/message me on snap, that'd be neat

muted mesa
#

DEFORUM OR DISCO DIFFUSION?

rotund depot
#

E

reef epoch
#

im very confused... so the distilled according to happemad based on the interview is supposed to be next week? but here in the chat hypemad said no major announcements until after christler chrimsas Christman Charismas

uneven wasp
#

Depending on what was said later I'm going to default to after christmas

#

after next week is technically after christmas too

safe sapphire
glossy grove
worthy oriole
drifting fossil
#

hey'

cobalt cliff
#

what is the difference between an embedding and an entirely different model?

#

if i make an embedding. or take 1.5 as a basis to make my own model

#

what does that change

primal marten
#

Hi! Whenever I try to use a model that isn't 2.1 or 1.4 I get these errors over and over in a few dozen lines.

#

RuntimeError: Error(s) in loading state_dict for LatentDiffusion: size mismatch for model.diffusion_model.input_blocks.1.1.proj_in.weight: copying a param with shape torch.Size([320, 320, 1, 1]) from checkpoint, the shape in current model is torch.Size([320, 320]). size mismatch for model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_k.weight: copying a param with shape torch.Size([320, 768]) from checkpoint, the shape in current model is torch.Size([320, 1024]).

#

Does anyone know what could be the issue? Thanks!

next spade
#

How do we check how many credits we have?

gusty oasis
#

Credits?? What is this midjourney

next spade
#

Do we have unlimited numbers of image generations?

uneven wasp
#

on what?

#

running on your own pc, absolutely

#

the bot in this discord? yes

#

some randos site that runs of sd? no way to tell without knowing which

#

dreamstudio? limited I think

gusty oasis
uneven wasp
#

lmao if you had to pay to run it locally there'd be a million torrents for the weights

next spade
#

So I don't have unlimited generations on this discord server?

gusty oasis
#

You do

uneven wasp
#

One of the devs said you have unlimited on the server bot

gusty oasis
#

So just prompt away

#

Not like the little fancy generator over there that needs to pay and see your every steps

lofty zephyr
#

did anyone in SAI said anything about distilled models being trainable on consumer hardware?

next spade
gusty oasis
#

Also my thoughts when i heard sd can do boobs

next spade
lofty zephyr
#

you don't have enough boob pictures online?

gusty oasis
#

It's not specifically tailored to my taste

lofty zephyr
#

well I'm intrigued now

next spade
#

So this is not for discord - "Today we're announcing an 80% reduction in price for standard image generation (from 1.0 credits to 0.2 credits per standard image). Each credit will effectively be worth 5x more!"?

cinder quiver
#

Can anyone tell me what is the use of this symbol ": :" in the prompt?

sage forge
#

am i the only one that doesn't know what any of this means?

oak nest
#

Hi

#

I have a really interesting question to the stability AI

#

Anyone can support me?

#

What is APIURL when connect with TypeScript

young ivy
#

I'd really love an actual software (not gradio webui) that can give you some really good functions. Or I guess it can be a modified Krita

#

imagine a healing spot brush that does inpaint

#

you mark an area and it generates just that

bleak matrix
#

Good morning, everyone

#

How are we all today?

lofty parcel
#

Probably going insane but other than that good

finite hawk
#

It's not incredibly easy to use, but it works

young ivy
#

to write it into the software

tribal oar
#

@tight quartz I was thinking, do you think we could have a game like channel where one user posts an image, and others try to guess the prompt?

#

I think that could be a lot of fun, and also help teach people good prompting

tight quartz
#

@tribal oar like a game of telephone, yeah?

tribal oar
#

Oh that's good too!

tight quartz
#

I mean, people could use CLIP-int tho.

tribal oar
#

Yeah but that never matches the original prompt

#

I think the fun would be trying to guess exactly what words OP used to get the resulted image

#

Before the general with images channel turned into politics there's a little example with the bull topiary

#

But I like your idea better. One person posts a picture, and then everyone else tries to recreate the image, closest image wins, and then OP shares the prompt

#

I dunno I was just noodling on the idea, I think there's potential for some fun and learning there

balmy field
flint sleet
#

can someone tell unstable diffusion that their head is up their ass and all they really need to do is follow what looking glass did

lavish current
#

I found a video about Dall-E Mini and it made me realize how old and primitive it is compared to SD and its finetunes

white mountain
#

There are some ways in which it's better even today

#

Definitely not in quality of the images, but sometimes it seems to understand a prompt that other models don't

lavish current
#

Yeah that's true

vital osprey
#

tyty

frank moon
#

How would you train a model to do multiple faces?

Can it be done on dreambooth or do you need something else?

eternal jacinth
#

Is there anyway when you save an image to export the exact settings used to generate an image?

cobalt cliff
#

is the hostility against AI growing?

#

how do you guys feel about it? feels like the takes are getting hotter and hotter

leaden mural
#

So... What do you guys think would be the closest competitor to ChatGPT? And I meant in the open source sector.

leaden mural
fervent thunder
#

more people are becoming aware of AI so the takes will continue to get hotter

#

what I want to know is, is any ui integrate the CLIP they released? nobody seems to give a damn about it, but its a game changer for image gen if youve ever used it on the site

#

like you could fool someone it's a whole new model using CLIP the accuracy is so much better, Id think everyone would be excited its released like a new model, but peopel dont give a damn even around here

keen harbor
#

Does anyone know how to put in a seed and add onto it?

eternal jacinth
#

You should be able to just paste the seed

dawn yarrow
#

are there any good online resources for image 2 image? i cant run locally with my crud gpu

muted skiff
#

is it possible to prompt "nightclub style" dim lighting? The portraits are always so bright

muted skiff
#

anyway, the TLDR is that it's basically txt2img, except in addition to the prompt it uses the image you give it as inspiration for the image it generates. And the Denoising value determines how much (or not at all) like the original image it should be.

grim aspen
#

Is malicious code in stable diffusion models really a thing?

fervent thunder
#

anyone know of a good model that does img to img cartoonization good?

manic yoke
#

Does someone got clip aesthetic embeddings to work, it always gives me AttributeError: 'FrozenOpenCLIPEmbedderWithCustomWords' object has no attribute 'tokenizer' ?

dapper nest
#

Hi guys. I want tl train an AI with my drawings so the AI can draw like me. What path should I follow?

midnight crane
still sequoia
muted tartan
#

Are there guides for solvers?

woeful pelican
#

what is the best free web image to image?

frosty marsh
#

how do you accept the license agreements of stable diffusion 1.5 and stable diffusion inpainting?

timid gate
signal raptor
#

Quick Question, I built a free iPhone app that helps people come up with prompts to create AI Art, what channel should I post that in?

delicate oxide
#

whats up

fervent thunder
#

hi

#

i heard ur discord got stolen

#

by discord

golden nebula
#

using ai as an hybrid to set up the art piece and drawing over it with human effort, problem solved

fervent thunder
#

is that true

golden nebula
#

no

fervent thunder
#

i was gonna say

#

why u got nitro if ur a bot

peak orchid
austere pulsar
#

Once stability releases their super fast distilled model, how long do we think it'll take to be integrated into the diffusers library (as opposed to merely being downloadable from huggingface)?

vapid tangle
worthy oriole
# wise stratus https://open.ai šŸ‘€

Wait, what? Open.ai?
And they say:

"Imagine if the best AI models were open and free.
What would you do with them?
Open AI is working to make the world's best AI models open."

I'm confused.... what is going on..?

wet vine
haughty sentinel
gusty oasis
#

https://open.ai/ regarding this. You're telling me that a Company Named Open AI is different with the company that's also named OpenAI what the heck is going on

radiant bronze
gusty oasis
#

OpenAI doesn't exist back in 2014

#

Also OpenAI being open ??? Lol not even

uneven wasp
#

the site used to direct to openai.com but it looks like they lost the domain earlier this year

gusty oasis
#

crypto
Well, now i know i can avoid that company

worthy oriole
#

But now is not from OpenAI?

#

And why do they use the name? And Emad links it? šŸ˜„

gusty oasis
#

Yeah and why did Emad post it on discord

midnight crane
#

It does generate images pretty quickly, don't know what model it uses though, but maybe something good will come out of it eventually

worthy oriole
#

I would say that it looks like Dalle 2... If not, is pretty similar

compact violet
#

Hi! Had a question. Is there a website like Lexica for SD2.0? Learning what works and what doesn't has proven a much bigger challenge than i first imagined with SD2.

worthy oriole
#

Ok...Hm....Isn't this people gonna get sued?

hollow mortar
#

Anyone have a quick and easy way of gating a model behind a web frontend?

Spending a bunch of time making the model, and don't want to have to double my efforts here, and make a whole website from scratch XD

#

Wondering if there are any open source ones

uneven wasp
#

you mean like gradio?

queen river
#

Is this a Crypto

ruby lake
#

How is Automatic1111's gui like right now?

#

Does it support all the new 2.0 features yet?

fervent thunder
#

yes and also 2.1

vapid tangle
#

do they have an optimized model for 2.1?

#

like they had for 1.5 so weaker gpus could run it

full lark
weary jackal
#

anybody here know how to use depth mask well ?

#

i ve got everything but cant create usefull results

left mango
#

trying to figure out how to do insert a fine-tuned image into another masked image... something like dreambooth + img2img... anyone got a clue for me?

winter pike
bright salmon
#

Hi I have a question. Are there any scripts that allow prompts to change at a specific frame for IMG2IMG? Im looking for specific frame control sort of like deforum but for img2img. is this even possible. I am using Automatic1111 web ui and on the latest version

timid gate
timid gate
winter pike
oblique garnet
#

Is there a way I can tell SD not to generate multiple people when making taller images? (512x896 or something like that)

muted mesa
#

does anyone have a guide on resources I can use to help me make better quality images and art

crystal chasm
#

How do I use my newly-generated dreambooth model?
I'm using autmatic 1111 and its not showing in the list of models

full lark
wet spear
#

Any Stable Diffusion developers in Bangalore, India (DM for weekend catchup)

woven spire
#

algum br pra ajudar?

thin nimbus
#

😹

urban tusk
#

When we getting stable diffusion on our phones

#

?

quick basalt
#

lmao

primal marten
#

Wait what's the difference between a model and an embedding?

crimson abyss
vapid tangle
crimson abyss
#

Nothing has changed really, it just doesn't interpret prompts like 1.4 and 1.5 but the way to use it is the same

#

If you have ever used other models like the elden ring one it's kinda the same thing

fervent thunder
#

has anyone tried ben's fast colab for training 2.1? curious how the results are

muted mesa
#

im trying to generate an image but it has something that resembles a watermark on it
and regardless of what I type in the negatives it remains, is this prompt specific, can someone help me?

upbeat tangle
#

hey could someone link me the vae/embedding that improves hands ? i think it was released by SD

quaint yarrow
#

are they going to continue working on SD 1.5 or is SD 2.0/2.1 the primary focus?

fervent thunder
#

Hello,
Can you redirect me to a person responsible for partnerships/marketing for your project?
Thanks

ember copper
#

What us ā€œmuchaā€? I see it in a lot of prompts but no idea what it is

peak fern
vague mirage
#

when training the ai on creating consistent characters, such as myself, is it better to provide 512x512 or 512x768 samples?

ember copper
ember copper
onyx sapphire
#

hello

muted mesa
#

are there any tips and tricks when it comes to img2img

worthy oriole
#

It probably makes more sense for the community to move away from ckpts and use safetensors....

Those things can fail.

leaden mural
#

Weird question guys, does Unstable Diffusion get their datasets in an ethical manner (like taking from people with prior permission, datasets that are free to use, etc)?

Yes, it's weird, but I am making a post.

worthy oriole
#

With prior permision? You mean like... Asking the autors?
Surely not. That's impossible anyway,, But honestly speaking, a lot would say "no" if asked

#

But you could probably ask them

thin gyro
#

what is your favorite img2img model?

cerulean rivet
worthy oriole
grim aspen
#

ic

#

@worthy oriole but the resulting safetensor file should be safe

#

I can convert them on a 2nd pc that I can just format afterwards

fervent thunder
#

What happened to the meme channel

primal marten
#

You gotta add the yaml file as well, its all explained in the video

cerulean rivet
#

Ah awesome, tks

ionic copper
#

yoo whats new

feral raft
#

What version is dreambot running on rn?

bleak matrix
#

Good morning, everyone.

#

How are we all today?

lofty parcel
#

Good and stressed at the same time

bleak matrix
#

You know, I feel that. Had a power and net outage after this morning already lol

#

What's up with you?

lofty parcel
#

I kinda don't know how to market my AI game when it's done

#

Mostly because I've never done marketing in my life

#

At least not properly

bleak matrix
#

Marketing while you are creating can be a double edged sword, especially as a small developer

#

There are a lot of fantastic small communities, though

#

Both on Discord, on art sites, on Reddit, etc, where you can get feedback, interest, etc, as you develop

#

That said games like Hello Neighbor and We Happy Few are perfect examples of releasing while developing, which, while it gathers interest, can cloud your division as a developer (or small team)

#

Because you can get far too caught up in maintaining interest over making a good game

soft basalt
#

is it fine if I invite dreambot to my server?

muted lake
#

Hi guys, how can I use one IA, i new at these stuffs

bleak matrix
#

A good game, in a lot of ways, is a market itself. But I would say focus on creating your game first, and making sure it's enjoyable to play. How do you plan on selling your game? @lofty parcel

bleak matrix
lofty parcel
compact perch
#

Just wondering what the law says about making fan art by using celebrities faces?

bleak matrix
north stirrup
bleak matrix
north stirrup
#

so say, putting an actor's head onto a kangaroo for lols probably won't get you sued, but selling a print of it is much more likely to

#

in other news, I am not a lawyer, this is not legal advice, and you should consult a lawyer about anything you're concerned about

lofty parcel
#

Basically it's like NovelAI's text generation in that every adventure is entirely separate from the one before it; a brand new world is generated from scratch every time instead of one world being shared amongst all players

#

The ongoing cost then, is mostly the compute required to generate new worlds for every adventure

strange hemlock
#

I'm sorry for asking such an obvious thing but I can't understand how to use those bots. Every time I get a response that my dream can't be posted cause it contains forbidden stuff even if i am asking for a sunrise. I am using discord in my phone browser and can't find those "dream credits" menu. Please help.

#

English is not my native language so I struggle to understand the instructions

woeful pelican
lofty parcel
woeful pelican
#

oh ok interesting

lofty parcel
#

We may not yet be able to generate games with AI from scratch, but generating infinite content with AI is more than doable at this point

woeful pelican
#

dose sound interesting

lofty parcel
#

What I'm doing is programming the technical part of the game and creating a system that prompts SD and GPT-3 to fill in the content in a hopefully interesting way

lofty parcel
lofty parcel
bleak matrix
desert lily
#

Stupid question, is it possible to use SD as a just a denoiser?

bleak matrix
#

You mean like, put in an image and have it....adjust a photo?

lofty parcel
#

(i.e. high image strength)

woeful pelican
#

it's what I've been using

bleak matrix
# desert lily yes

I mean, you could take part of an area and try blurring it or adjusting it. You may or may not have good results, depending on the photo, strength, what you prompt.

#

The worst you could do is try.

#

I haven't personally tried it myself, so I can't really vouch for anything.

desert lily
#

Well using a prompt would defeat the purpose

bleak matrix
#

A prompt such as smooth skin or blur

queen palm
#

Hello. Could some please explain me how to use the ai with my face or a picture or something, I'm new here and I'd be really grateful if someone offered to help

still plaza
#

2303_Rainbow_Weeb I won free Nitro, so that's cool. 2303_Rainbow_Weeb

quaint coyote
zinc solstice
#

Also does anyone know any good communities on IG or otherwise where I could share/tag my artwork? So many scammers on Instagram just looking for a quick buck with promos…it’s frustrating! I get 20 messages a day with pricing (scam) I love discord but want to reach as many people as possible.

frozen trench
#

I'd love a quick rundown on what code to download/run to start my own stable diffusion

#

Not sure where to start

fervent thunder
broken gull
#

He talks about starting their own stable diffusion so ig he means training models?

fervent thunder
#

ah, then just ignore me :3

broken gull
#

Since if he wants to recreate stable diffusion from scratch that's not gonna happen unless you got plenty of money.

broken gull
compact perch
#

So, if I want to train the AI on my face, I should take atleast 20 photos on different angles and then crop them to 512x512? Does it matter which model I have active in the webgui? Like if it's stock SD or a custom one?

spare egret
#

I have been trying to get SD2.1 model to work in Automatic1111. I got the model file, renamed the .yaml file, bu tevery time I try to load the model it is trying to download a large file and fails after few percent progress.
File "C:\stable-diffusion-webui\venv\lib\site-packages\huggingface_hub\file_download.py", line 495, in http_get
for chunk in r.iter_content(chunk_size=1024):
File "C:\stable-diffusion-webui\venv\lib\site-packages\requests\models.py", line 760, in generate
raise ConnectionError(e)
requests.exceptions.ConnectionError: HTTPSConnectionPool(host='cdn-lfs.huggingface.co', port=443): Read timed out.
Downloading: 3%|ā–ˆā–ˆ | 122M/3.94G [00:30<06:56, 9.18MB/s]

What is it trying to download? Can I download the file manually?

rose sedge
#

Is there a website to look 1.5 embeddings?

fervent thunder
#

Sup kiddos?

modest owl
#

Power user question:

#

is there some model orchestration available?

#

In case if you have a dozen of models and want to switch between them via keywords mid-generation

bitter olive
#

Does someone know a model that's good with fantasy worlds/ creatures?

modest owl
serene swan
#

hey all Ive been gone for two days what's new lol

modest owl
#

(not just for weeb bs)

bitter olive
modest owl
#

kinda

bitter olive
#

What are ".PT" files? Is that something that downloads the real SD package`?

modest owl
#

those are the embeddings

#

as far as i know those live in embeddings folder and are triggered with a keyword

#

like (bad_prompt:0.8) for fixing hands

serene swan
#

do parenthesis help for weighting a prompt in 1.5?

modest owl
#

same story as usual

#

afaik

bitter olive
modest owl
#

but hey, it can't generate invisible people for some reason

#

at least hassan's model can't 😠

bitter olive
#

so instead of searching for SD Models that have been specifically trained in one area. I can use a model that's good enough and embed some ".pt" files to Tweak it to what I need?

modest owl
#

like introducing some specific concepts

grim aspen
#

does someone know a good discord server for gpt like ai?

#

Not deploying a chatbot but talking to others about the topic like here

modest owl
#

uh, i run my small server šŸ˜›

#

called AI Shack

fervent thunder
#

My office is legit 12 degrees hotter than the rest of my house because of model training. lol

serene swan
#

omg

modest owl
#

gotta have a warm winter

fervent thunder
#

Yeah

modest owl
#

drop some lumber on that gpu

fervent thunder
#

just waitt il I get the bill... lol

modest owl
#

šŸ”„ šŸ”„ šŸ”„ šŸ”„ šŸ”„

fervent thunder
#

my average it/s right now are 20-22

#

Would be the same here...if my computer didn't escape and fly away after I installed all those extra fans to cool it down 😭

#

I have two rigs. They were side by side, but I had to move them because they were heating each other.

#

One has a 3090Ti the other a 4090

serene swan
#

do I have to upload a checkpoint to gdrive if I want to train it with thelastben colab?

modest owl
#

train in huggingface instead?

serene swan
#

hm I'll give it a look

#

If you would, what are some advantages of this?

serene swan
#

hm I would like to use a specific model based on 1.5 not 1.5 itself, how woould I go about doing that?

fervent thunder
#
Progress:|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ            | 52% 206/400 [0:51<01:4,  21.01s/it, loss=0.0239, lr=1.02e-6] 234d2332 
fervent thunder
#

are there any 'must have' 2.1 models yet? i mean something like that f222 which was a good photo real 1.5 model

signal nest
#

https://twitter.com/arstechnica/status/1602766327067705345. Scary level of control over AI in china . If we dont get people on board (and perhaps police ourselves regarding blatent plagarism) - this is whats possible. Seems in china the level of state control over internet apps (dont they have one do everything phone app or something) lets them police what the state does and doesn't approve of :/

#

I'm quite worried that from artists and other walks of life people who feel threatened by AI will call for similar in the west, and justifications might be : [1] eco/energy use (restirct AI users like people wnated bitcoin regulated during the mining crazes) [2] misinformation (eg especially with world conflict) [3]privacy [4]protectionism of human workers

#

we must be proactive in egtting non-contraversial models out there

#

AI is an amazing tool and it would be awful to lose the freedom with it

serene swan
#

they already are and will try to get ai art banned, and there's no amount of self-policing that will stop them. The crux of it over here is a misunderstanding of copyright here methinks

#

can't stop progress though

little plaza
#

I do not think generating images on your GPU with SD uses that much more electricity than normal. you'd have to be running it constantly ... even then it's not going to be anywhere near what a single NFT uses.

sage sky
#

@supple jasper

signal nest
# little plaza I do not think generating images on your GPU with SD uses that much more electri...

well to be fair , until the energy crisis hit , I did want to run dual RTX3080's 24 hours a day every day (for graphics related machine learning generally) šŸ™‚ (the crypto GPU shortage held me back from that) . I've scaled back to planing for 1 rtx3080 class GPU x 8hours per day max. I would personally argue that using AI can usually save energy in other ways (eg needing to move people to specific workplaces, and save people time to do other things more efficently). but I can easily see how an ecological argument can be made against it.

little plaza
#

I dunno how accurate this is but "It takes an estimated 1,449 kilowatt hours (kWh) of energy to mine a single bitcoin. That's the same amount of energy an average U.S. household consumes in approximately 13 years"

#

I guess it's a possibility if like there are huge services offering AI generation on a mass scale for like consumer apps they might be regulated. Guess it depends on just how much we can scale them down (like if smartphone generation becomes a thing)

ocean mango
#

"In an interview for Fortune, Emad said that next week Stable Diffusion will generate 30 images per second instead of one image in 5.6 seconds. The launch of distilled Stable Diffusion should be as early as next week."

fervent thunder
#

"distilled"? :O

signal nest
#

I can beleive a distilled model thats much faster for applying a specific texture theme to a world would be possible , I guess all these use cases I just described could use them.

late dawn
#

something happened in the Midjourney server? saw an exclamation point and now it doesn't appear even in reinvites

winter pike
winter pike
fervent thunder
#

their community is huge so maybe it's just an overload :P

#

hi

#

someone

#

can help me

#

how i can use the bot

#

for make a imagen ?

sudden marlin
serene swan
#

wow, just realized I have to download a ckpt and THEN link it to colab for it to train a custom model. lol oh me

midnight crane
#

I find it very strange that there isn't any information about it. But it produces excellent photorealistic pictures of famous people.

frank moon
#

How do you outpaint on SD Automatic1111?

ocean mango
#

gotta install script

wise stratus
muted mesa
#

would an m1 macbook air be sufficient for a local Sd download

fervent thunder
#

Is this a general Stable Diffusion discord server or its specific to 1 model/organization?

#

well Emad is the ceo of Stable and he has a message two above yours

#

so its the place to be

astral parrot
#

Hey everyone - if you've got a project around Stable Diffusion, and are thinking about turning it into an actual startup, you might be interested in coming to an event that Y Combinator is hosting on Saturday.

#

We're hosting an online meetup for people interested in starting a startup doing something in generative AI to meet potential founders. It's free and open to everyone.

wise stratus
edgy basin
#

does someone know if there is a local GUI for SD with infinite canvas function ?
AUTOMATIC1111 has it?

fervent thunder
#

anyone know where i get a vae for a 1.5 model?

#

i did a new install and cant find the file

uneven wasp
#

its in the object once you load the checkpoint under first_stage_model

dapper ferry
#

omg i found how to make 2.1 hands down beat 1.5

waxen storm
#

really hope the next model is far more progressive...2.1 is the worst yet

dapper ferry
#

dude 2.1 is amazing right now

#

are you using dream studio?

waxen storm
fervent thunder
#

thats because it has the CLIP guidance

dapper ferry
#

i know i totally know that 2.1 is shit, but i just found a setting that makes it easily beat 1.5

fervent thunder
#

they released it publically but i guess CLIP requires lots of vram to run local

dapper ferry
#

come to the chat with images

rain basin
wise stratus
unreal cargo
#

uploading custom models is a bit of a pain but... I digress alicatKEK

untold ocean
untold ocean
fervent thunder
unreal cargo
#

it can help if your training images are low

fervent thunder
#

if I have 15 would you?

unreal cargo
#

honesttlyyy I try to avoid it if I can

#

it might help! but, yeah~ GoatAYAYA

#

They're pretty fast to train, you could always try both alicatPog who knows

fervent thunder
#

good idea

#

do you think 8 vectors for 15 photos is good?>

unreal cargo
#

I'm still figuring out vectors personally LOL

#

I have zero idea alicatKEK

jade meadow
#

eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard so you not going to eat a turkey sandwich with no honey mustard so you're not gonna eat a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard so you not going to eat a turkey sandwich with no honey mustard so you're not gonna eat a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard so you not going to eat a turkey sandwich with no honey mustard so you're not gonna eat a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard so you not going to eat a turkey sandwich with no honey mustard so you're not gonna eat a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard so you not going to eat a turkey sandwich with no honey mustard so you're not gonna eat a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard so you not going to eat a turkey sandwich with no honey mustard so you're not gonna eat a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard eating a turkey sandwich with no honey mustard

summer haven
fervent thunder
#

Im confused, embeddings are .pt files? i thought they made ckpts to load

#

where do i load an embedding in that case/the pt file?

jade meadow
#

lol

quick basalt
#

Guys what is the biggest difference between the anime models

#

I use EimisAnimeDiffusion, but there is also waifudiffusion and anything v3

uneven heath
#

It can be either gold, like absolute gold

#

or hellfire

peak orchid
#

Artstation users are currently trying to sabotage webscraping with fake tags, and demanding that the site ban AI content while going after anyone who trains on Artstation content: https://www.artstation.com/?sort_by=trending

jade garnet
#

lol
This only makes sense in the alternate reality where AI models are actually just querying artstation to photobash

scarlet atlas
#

trending on artstation
im sorry

unreal cargo
#

I mean, I don't blame them. Change is scary and humans fear the unknown. Especially when part or all of your income relies on it, as well. There's a lot of misinformation / disinformation on those posts about AI Art which makes me sad alicatCry

#

It'll eventually go away with education but, welp, until then

jade garnet
#

It is not going away lmao

#

More and more platforms are getting seized by this

unreal cargo
#

AI/ML isn't going away

#

some people will always hate on anything and everything, that will never go away

jade garnet
#

to the other people reading this: please do not expect a politically motivated force to simply vanish with time. The organised opposition will not disappear by simply waiting

unreal cargo
#

There are people that still hate on photoshop

#

or the camera alicatKEK

#

or accounting software alicatHm2

#

automation is a big one

#

Coal alicatPog

#

Technology literally in general

#

I'm not sure I understand your point alicatKEK

bold cave
#

Question, what’s The software I can use to make a model of my own artwork datasets ?

unreal cargo
#

Textual Inversion, Hypernetworks, Dreambooth, EveryDream alicatHm2

bold cave
#

Ok thanks šŸ™

unreal cargo
#

Hypernetworks are a bit of a gray area atm, but... Dreambooth or EveryDream might be your best bet, are pretty high quality too

bold cave
#

Nice I’ll give it a try

fervent thunder
#

can you make ckpts in auto ?

steady arrow
#

What does everyone like most for sampler in Auto

unreal cargo
fervent thunder
#

oh that explains it

#

i havent added that

unreal cargo
#

mmmm

fervent thunder
#

are there any extensions worthy for 2.1?

unreal cargo
#

I thought you were trying Textual Inversion first?

#

which doesn't make a ckpt

fervent thunder
#

I was I wasnt too imrpessed

#

but maybe just didnt do it quite right

silent torrent
#

Stupid question but what is the difference btw SD2.1 768 and SD2.1 512

#

768 is for width ?

#

I cannot generate images under this dimension ?

fervent thunder
# unreal cargo mmmm

have you ever used Dreambooth in auto? Trying to figure out what Lora model, source checkpoint and scheduler to use/are

unreal cargo
#

Yeah I use it quite a bit

#

not lora though, though I will as soon as it's officially added to the extension

zinc solstice
#

Is a photographer not an artist because they didn’t build the buildings, make the food or create the humans, animals they are capturing?

Are digital hand drawn artists not artists because they didn’t create the tools/brush types they inevitably use to make their art?

Every artist is inspired by other artists. Sure…they didn’t write it down in a prompt in some generator, however subconsciously or consciously artists extract from other artwork and styles. Hell we were taught to damn near paint by numbers in art class.

You remember a style, are influenced by a style and in the end you combine all of that inspiration into your own style.

Are musicians not artists because there’s no denying every single piece of music and every musician has been influenced, shaped by one another:

ā€œBeethoven did it. Even Robert Johnson and Ray Charles did it. Creative masters all, they each appropriated music from others in their works and were borrowed from in turn.ā€

Should the artists with health issues and disabilities not partake in this new way of creation? What about the creative mind with carpal tunnel syndrome, arthritis or the amputee? Should they hold out on their passion to please some of these professional artists in the community because to them it’s ā€œnot artā€

It’s sad and disheartening but at the end of the day AI Art is fast growing, addicting and helpful tool that is only going to grow larger. It seems some of the protesters I’m seeing are very angry, almost threatened.

I am a painter, I use decoupage in some of my hand made artwork, I am somewhat of a calligrapher, graphic designer and just an overall creative person. My young son introduced me to this way of creating just a couple months ago. We spent all night thinking up creations together, laughing, ooo’ing and ahhh’ing…just enjoying life. Being happy. Emotion is a big piece of the art pie. I love this way of creating and I will continue to support artists regardless of their medium.

north stirrup
zinc solstice
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I agree with you, but to ban all AI Art and dismiss it all together is a tall order of kicking a can down the road with a hefty side of bitter beans. There will always be a way to incorporate that artist without using their names within the prompt. Is our Art going to then be labeled as plagiarism? I’ve yet to see one person who is anti-AI have a mature mindset and embrace the positives. Is it the name? The way the art looks? Because again, I’ve created so many great pieces without adding trending on art station and yet it looks like I could have.

Now on the flip side there is abuse and corruption within so many communities of this world. Am I against the jerk who uses an artist in their prompt and passes it off as an original? Yes. Or the sad person who pretends they didn’t use the generator at all, pretends to be all hand drawn and reap rewards in vain of true artistry? Of course!

But there doesn’t seem to be a happy medium on ā€œthat side.ā€ Hopefully that will change when they see the very thing I’m talking about.

north stirrup
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A lot of the arguments I’ve seen for banning it are due to people’s poor behaviour with recognizable people and characters that belong to others. We could neutralize arguments for banning the technology by behaving unimpeachably in the first place

fervent thunder
# zinc solstice I agree with you, but to ban all AI Art and dismiss it all together is a tall or...

exactly as I see it. Another part is that I've yet to see someone say that the ai straight out copies the same style of an artist, it's always "close to, but not quite." So to me that says even more about the argument as can't AI even come close to someone else's style? Is it the name? No, that can't be, because using an artist name is extremely normal I'd say. What is the easiest way to explain to someone what something looks like? "Oh, that reminds me of Van Gogh painting!"

I believe it's just the sudden shock of thousands, if not millions of AI images suddenly appearing everywhere. Where there was few, now there are many. And I believe people are scared of being overtaken by technology. But in the end, this will help everyone. Artists will turn to AI for assistance to make better art quicker. Teachers will be able to teach more students. People may have more unique art in their home. Before there were small pockets of people making art, now the rest of humanity can join them as well.

zinc solstice
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Love that response @fervent thunder great points. Also great points by @north stirrup This is still fresh, only time is going to tell. If I had a magic wand I’d want all artists to be happy, not just what I believe makes art fantastic for me. Until then I will keep creating and experimenting.

reef epoch
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Okay fine I’ll settle THIS FOR EVERYONE

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gimme a sec lemme go ask ChatGPT

brave matrix
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hello guys! how would i ask stable diffusion to use the same "style" idea for each frame of a img2img animation?

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would it have to do with the varience setting?

reef epoch
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ChatGPT prompt: Write me a very detailed Explanation about how a text to image diffusion model, works and learns. Explain the difference between it and art created by the traditional hand created art. Talk about the ethics and importance and if copyright is an issue between them. And I want the entire explanation to be half written in Shakespeare style, half in an argumentative Aaron sorkin screenplay style and include metaphors of cookies

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IN SORRY EVERYONE BUT PREPARE FOR THIS LONG ASS EXPLANATION

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I didn’t proof read it

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To speak of a text to image diffusion model, doth require one to delve into the realm of artificial intelligence. This model, when trained on a vast quantity of text and images, doth learn to discern patterns and correlations betwixt the two. And with this knowledge, the model can create new images based on a given text description.

But in contrast to art crafted by human hand, a text to image diffusion model doth lack the same level of control and intention. Whereas a human artist hath complete dominion over their creation, a model is beholden to the algorithms that guide its hand.

And so, with this in mind, one must consider the ethics of such a model. Can it truly be called "art," or doth it fall short of this lofty title? And what of copyright, doth the model's creations infringe upon the rights of others? These are weighty questions, worthy of consideration.

Perhaps a metaphor can aid us in understanding. If a hand-made cookie is the product of a baker's skill and care, then a text to image diffusion model can be thought of as a cookie factory. The factory doth churn out cookies with efficiency, but lacking the personal touch of the baker.

In conclusion, while a text to image diffusion model may be a wondrous thing, it must be wielded with caution and due regard for its ethical implications.