#💬|general-chat
1 messages · Page 145 of 1
Hey guys any tips on making comic book style panels in SDXL in one image? Is it possible? For example, "comic book panels, panel 1 a red ball, panel 2 an orange ball"
@echo marsh you could try that with SD3. Not so much with XL. (unless you try it with a lot of patience and regional Prompter)
dman the two weeks still isn;t up
i knew my sense of time is messed up but this si ridiculous
What is Omost? Is the same thing then ELLA?
it writes promts
you dont have to write promts even
You just bark at the screen and AI will write your prompt for you
you think of something and omost guesses it and makes an image for you
two papers down the line you wotn even have to think of anything
ai will think for you
This is dart
dart is a diesel introduced in the movie Day of the diesels
Dart works with the den at the diesel works
look up a dart the diesel on Google
For something a bit spicier look up dart in the diesel rule 34
Does this thing only make square images?
What is the self hosting form for SD3 all about? If we already have the subscription then do we need to fill that in ?
things is happening
mass ping @karmic brook
Nice! What do you think the vram requirements will look like
its official now!
One day stability ai will fall, and that will be a sad day, because stability has done much for open source
2 weeks !
10 days!
lmao
one day yo moma will fall on my wiener , good job
medium?
self-hosting is like CivitAI's generation service or Pixart.
We haven't know whether the license is about "commercial model" or "commercial image"
2B
Dye
no ☹️
I bought a 4090 for 2B?
hints already told you
Me when stability ai isn’t stabile
Lil bro out here with the sick burns
4090 can run 8B absolutely fine
lol
under unoptimized condition
again
thx lil bruh, u violated lowkey but its all love, yo aura diminishing but its all love, shout CCP its all love
if you remember the first introduction of SD3 page by SAI
My point was I want the 8B
at least it is better than none
that's the point
What’s the point of stability membership if this isn’t covered then. I need clarity on this
Hm, we will see

I don't care whether it is commercial-license or not
but I knew some people is going to bombard it like hell
Did they rename 2B to medium and then 4B to large and 8B to extra large or something like that?
This is hype
Or are we getting 4B first
8B have be observed to be "undertrained"
the moment SAI falls people will instantly pivot to training pixart and hunyuan
But y not June 21st?
YEEEEEEEEEEEEEEEEAAAAA 
so obviously they probably need more training and time on 8B and 4B
cope
you're not getting them
800MB Smol, 2B Medium, 4B Extra Medium, 8B THICC
Are you a spokesperson or something?
I just read the announcement 🥲
cope, you being pessimistic over everything
Drop the large.. noone is gonna use medium
you sure everyone have 8GB VRAM?
And 2B has been observed to be "all you need" by Stability AI all of a sudden last week so I'm not 100% convinced by that
im glad its 2B at least theres hope i can run it
Pixart Sigma is really good despite being low param
Large models never ever 💀
And it uses a similar architecture to SD3
My pc i bought in 2017 has 16
and T5
Ah right I forgot to try it out in the end, what size is it?
600M Params
And it's pretty damn good even if a little undertrained
hunyuan
woahhh
is the new SD3 medium larger than the old SD3 or smaller?
did we have SD3 small or large first?
the new one is more lobotimized?
the old sd3 was never leaked?
How large of a requirement leap is SD3 from SDXL?
no slowdown is nice
With Forge I was able to run SDXL
sdxl bigger (3.5B) SD1.5 smaller (~1B)
oh so its in between
Wait, so SD3 is smaller than XL but a lot better?
I hope whatever new models come out of SD3 will wow me.
I will have to wait for months for that though.
i'll take it!
Should be yes
want to know HunyuanDiT and Pixart Sigma
supposedly it is more neutured though
Dang that's awesome, XL already runs really well on my hardware.
sdxl is still the most used, not much good art comes from SD3
Well people always release improved checkpoints anyways
There'll be 4 sizes of sd3 this one is the second smallest. There'll be one that's really big and stronk coming out eventually as well
Sweet
i'd be OK with like 50% slower than SDXL
SAI Scamming with this SD3 "medium" lmao
The email they sent out said "our most powerful image gen model ever" but its not there's now 2 sizes better?
Hopefully
Allegedly it'll take 44 seconds to generate a normal sized image for sd3 on a 4090, versus the ~10 seconds it takes now
that sounds very slow
It's the same model it just comes in different sizes.
is that the largest size not the 2b?
I wonder how much of a percentage stability wants for the commercial model
As long as it's better than XL or at least enables better checkpoints, I'm here for it.
this is no way practical for imo. Most people are running vastly worse cards than 4090.
thats some scam shit lol
Oh yeah? How much did you pay for sd3?
No one ever even heard of any sizes or model family called sd3, they only saw the images that are from the bigger models known as sd3 (XL?)
whats june 11
it is not just "same model came in different size"
44 seconds for the largest model. The smaller models will be a lot faster
by machine learning's term
there are times when i want to generate 100 images over night and i dont mind it taking a minute or two each
it is different from middle-of-the-way model to fully trained model or custom dataset size.
You don't need an image in 44 seconds, I get pretty quick XL outputs with a 3060 Ti, if it takes an extra minute per image, I'm not going to sweat it.
it take 40 minutes for me to run XL
and I say it is fine
1 a minute each i coul generate 300 in 5 hours or 600 in 10 hours while im at work or sleeping
not sure why people are dickriding SAI
What kinda hardware can even run it just bad enough to take 40 minutes and not get a rejection message?
copium you mean
Those are sd1.5 numbers
basically why it is so slow is because the VRAM dam have been breakthrough toward the RAM river and large sum of water flowing uncontrollably into the river
lol
Maybe I'll rent a GPU instance from one of those sites when the time comes
it definitely worked and generate something
Coincidence? At least give us credit next time for our fun prompt ideas SAI.
DALL-E 3's getting img2img and GPT-4o will likely be able to do a lot of img2img better than DALL-E 3 with tools, so as long as this carries me until then.
does he know
HE DOESN'T KNOW!
SAI has been ghosting us for like two months on training Juggernaut for SD3 but obviously they follow our twitter account… lol
I need competent generation more than I need flashy generation.
生成3d 的肺气道图
I don't care as long as it's an improvement. AI's moving fast enough for the company to die without me having to hurt over it, though I did really like them.
finding it strange they didnt drop full SD3 when tencent were waving hunyuan in SAI's nose
if you can have the same prompt coherency and stability ( not pun inteded ) on all version of SD3
then what is more powerful then?
if all of them have the same finetuning power
trust this discord to be complaining
undertrained sd3 on the API is already far better than hunyuan
Likely won't be an improvement. Probably gonna resemble SD cascade
but instead of SD2, SD3 is literally a bet or death model
for SAI
try *actually* prompting hunyuan
A bit better at text then sucks at everything else compared to SDXL
how so?
they already say it is the last image model they will release in short time
Weren't you the ones who started running SDXL without a commercial license?
What does that mean?
you can't just 1girl it
Couple of bad faith actors trying to ruin the fun for everyone, don't feed the trolls
Yeah, no shit
Like SDXL 0.9 even. The leaked ones.
investors are eyeing on SAI bro.
and success of SD3 can bring an inflow of cash to them
even though it is not much
I mean, these examples are pretty specific compared to what XL can do on it's own. Maybe you don't like the visual styles or render quality as much, but after DALL-E 2 everything's been about coherency over shiny flashy glitter starlight
We’ve been trying to talk to Colton and the team at SAI for like a year now. And we did everything Colton asked us to do. Waiting on SAI.
rm license.txt
Maybe stop being so petty and they could respond to you.
It's a prompt, bro.
So is the version of SD3 we are getting going to be bad? What does medium mean? Sorry if dumb question.

"ThAnKs tO RuNDiFfuSiOn fOr tHe pRoMpt" lol, honestly would be embarrassing
🤭
It’s fine. It’s just a prompt. Not trying to be petty.
Just use a different prompt?
Darn 😦
Honestly it’s cool. All good Joe
True
I'm confused, is this or is this not an announcement for a version of SD3 to go open source/weights?
hello everyone, is anyone aware of a fix for the img2img generation tab no longer working? i did a git pull update and still no luck, just get a "error connection time out" code
Are there any example outputs from SD3 Medium to corroborate with the idea that it won't be better than SDXL?
How many B is SDXL? I just want to be able to put text on a shirt lol.
I.e. we waited so long to end up with a small model that doesn't even reach SDXL in terms of number of parameters? What kind of a scam is that?
haven't you see Pixart Sigma
yeah
big parameter doesn't mean better quality
we should be thanking SAI for keeping the 8B
you people cant handle it
Yeah, it totally sucks.
5090 --lowvram
How do you know?? XD
because its 8 whole B's
you people can barely run 3.5 B's
And what??? My 4090 can't hadle it?? lol
There were 5 models advertized. 800M, 2B, 4B, 8B and SD3 Turbo. You're operating on wrong information
not at all
Hmmm, maybe we should talk to each other !
It can with vram to spare
the average user doesnt have the hardware to run 8b
so sai is being responsible and safe
4090 is under unoptimized condition
again
and releasing a small model they can more easily align and that everyone can run
SAI is doing the intelligent thing here
Exactly!
Oversimplification
4 bytes (32 bits) per B
How many text encoders does SDXL have toughy?
I do hope SAI gets their shit together. They really need a community manager to keep us updated and to talk to popular model makers
Is this Colton? Haha
you'd need 32 GB just to load the model
No, this is Patric^W Pony
not to mention to handle the processing cache
Pony XL?
Cache me outside
with the 2 B's model you just need 8 GBs
Nope. just 8 GB. You can run SDXL on 4 GB. it's 3.5B 😄
they already got much better PR manager than some company
lol
its 4 gigabytes per B
SAI confirmed that 16GB should be more than enough for sd3 8B
12GB would probably be a little tight
that's kinda fair
I think it will be enough for fp16/bf16.
SDXL is also around that usage isn't it
Whatsuuuuup! We should totally talk.
Do I smell a collaboration……
4 GB in Forge.
SDXL is 3.5B and it runs with 6GB VRAM at fp16
i mean in traditional A1111
6-10GB
SAI: "We're on track to release the SD3 models* (note the 's', there's multiple - small/1b, medium/2b, large/4b, huge/8b) for free as they get finished."
Juggernaut-Pony moment
They must give us at least Large model... But I wanna HUGE one XD
that would probably obliterate many finetunes on the street
We actually did a model with Pony Clip
The big one takes the longest to train. More params = more training time
RunDiffusion Proteus
And what? Let's use 1.5 then XD
But it wasn’t Juggernaut
I have SDXL with 3.5B, I don't need worst model.
where you CAN train only part of the params, instead of all params by 1 epoch
I think 2B SD3 will be really good on its own, and 8B will only be a maybe 10% difference
8b was too unsafe to release to the general public as weights
yippe sd3
just like think about it
quality doesn't go up linearly with parameter
think about it
how much deepfake you could make with an unrestricted model that big
is there a sd3 large?
people's jobs would suffer
Almost a linear relationship.
Large and Extra Large
artists would lose their commissions to AI
who said that lol
SAI did the responsible thing
will they relase them or nah
we will see
in short
many people being... uhhh
well, lets say they expected they are not going to release it due to multiple reasons
I said. I know how neural networks work.
sd3 xl is just bad
Any finefunes
the model isnt even out yet
Yeah. In a few months SD3 will be killer
wdteam is working on a finetune but it'll take a while
see what I said:
- SAI will not be releasing the high power versions of SD3
- Because they are a security risk with deepfakes and AI propaganda
- And they would pose a threat to artists jobs using data stolen from them
- So Stability is being responsible and releasing a more restricted model to the public
its that simple
no... sai wouldnt have released xl if that was the case
Or not... Just look at 2.1 and Cascade.
ah makes sense
Plus it's going to bring back all the good devs who've slowly left due to boredom.....should be a nice spike in new development/activity
Lil bro is making SAI fanfiction out here
3060 can do xl and maybe sd3-med
I posted a link to reddit from McMonkey(w/SAI) saying they will release the other models when finished...
server with 10xA100 just for $20/hour. EZ.
you don't even need that much
Exactly XD
4 A100 and training SDXL for PonyXL is enough
i wonder will you have to change datasets for training loras, like will i be able to use the same datasets to train on sd3, i know it will prob take like a month before you can train loras
License the Disney loog shoes according to the style of the reference drawing
no, not that much
just re-tag the dataset
why retag?
it helps (its more natural language prompts than tag based now)
oh makes sense
It might be cheaper to use h100s/h200s
eh
Yeap. something like 14bucks.
idk why but when i see your username i think flint lockwood
3.6B, same as sdxl
ah makes sense. sorry for the dumb question, i dont really know about image param sizes
Based on some of the conversations I've seen on this discord, you're in the top 10% lol
On the contrary, good for you for asking questions instead of pretending you know everything.
yep i like to learn so i can use that info and then use it and share to other people when they ask
oh yeah I just look at several website about parameter size
you can think parameter as a hard drive
with 256GB, 512GB or 1TB
Something like that 🙂
Gonna take a guess that with SD3, anything even approaching g-re or er-tica, let alone gor-rotica will just default to NaN noise
and generally, bigger dataset required much higher capacity of hard drive, in this case it is your photography pics
considering i cant even say the words here, i feel even more confident in that statement
hey guys newbie here, is stable diffusion free to use
yeap.
then why do people pay for mj
That's why I said I want a big model, not a small one that's even smaller than SDXL....
and while parameter and capacity can increase linearly, the quality of the model does not. You have different kind of pics in the drive, and each of the pics can derivate the total time used to move your drive onto your computer
❌
ohh that's cool
if your pics is like damn high quality, with high camera resolution or something, you obviously get slower speed compared to the low resolution one with only 10MB
With more information stored, the model is capable of greater originality and accuracy in detail than smaller models
yeah but then i wont be able to do something
BUT you can do much high quality photoshop if you have successfully move it to your laptop
the speed itself is regularization, diminshing returns, architecture combined
guys why is when my image is generating I can see something a bit blurry but PERFECT and when its finished it gives me A GIGANTIC MONSTER TURD MADE OF HUMAN FLESH ?
The thing you want to leak, if you leaked it today, would anyone care that it was leaked a year from today?
in real case you often have like up-to-millions of pics in your hard drive.
no, but it would be funny
Highres.fix with denoising - 0.9 😂
and it is almost impossible to find low quality or undesired pics to kick out from the dataset
on a scale of 1-10 with 1 being a silly cat being a silly billy, and 10 being the titanic claiming another billionaire's submarine, how funny?
6, maybe 7
what about hires step ?
10 tops. After 10 it has almost no impact.
At least it's less than 2 weeks I guess?
yes... at least for 2B
or possibly 800M
Really don't like the extreme corpo speech. Unless the trained the 2B A LOT more it will absolutely not perform as stated in the announcement.
i would hate that. althought it would happen via finetunes
dont tell anyone but they arent releasing the other models because 2b just beats it
2b beats 8b
doesnt work, im out
Yeah, from what I've sort of pieced together is that open source is about 1 year behind the cutting edge closed-source stuff, and the spicy models are about 1 year behind the open source stuff
you have absolutely no clue
fluffyrock and pony are
uh
yeah
post screenshot 🙂
huh how
it just does...
weird but good
they are?
It just works
Could be that 8B takes longer to train all the parameters and 2B was more ready for release
maybe
The announcement states it's the 2B.
nothing is canon abandon your gods appreciate your dinner
we knew for sure it is a 2B release of course
they prob send a differnt version to each person that has little trackers, so if you leaked it they would know it was you right away. of course they could have been dumb and not done that
no not model
a screenshot
well
i've tried pony, anything beyond a single character or pose with 10 trillion examples on the interwebs and the anatomy goes all eldritch abomination, fluffy rock, never tried
I am pretty sure you guy forgot the legal problems if one partner leak the SD3
hello dont mind me leaking info (this is all public, just not known)
you still could by adding something to change the hash and then when you upload it they could compare it, but a lot less likely since its a screenshot
you say this but
And now let's hope the 2B either performs well enough Or that the 8B will get oprnsourced as well (and that they won't taunt the Opensource community with a "demo-Model" that sucks compared to a cash only paid "Pro" Model).
Something tells me SD3 is another fail. I hope I'm wrong.😵
"where is your source or evidence" right?
2b is better than 8b fwiw
that's what i will say.
it's always better to lowering your expectation
on base
so that you can be surprised after someone finetune it
well yeah its gonna leak eventually
😈
I'll try to do that 100%.
yeah sure, continue write your essay on how SD3 is not going to change open source community revolutionary
Hey guys what is stable diffusion 3
That'd would be great. Easier to train and to do Inference with.
i wish novel ai anime model would leak
2b better than SORA too
i asked them, they said no....
june 11th mark the date
the new one thats really good
oh my god did lykon actually say that
Ah, fair
Goon?
GOON
models for gooners.
February 58th, 2025. 🤣
realisticvision, etc.
so tell me why im planing a heist so i hire some goons. they show up and instead of saying whats the plan boss they say when can we start gooning
spicy models for private times with a box of tissues near at hand
dont forgor the lotion
chat dead
2b better than SD4
cause It's not hardcore stuff.
makes sense
holy shit.... 300 new messages, no wonder why... so it's finally gonna be released
nice,
can't wait to see what the community does with it too, very exciting news!
Guys why only Medium Size Model?
Can I assume my 8gb card won't handle SD3?
Guys, one of the stability staff has confirmed the plan hasn't changed on reddit. They will still release all the variants. He said other variants still needs more training thus only releasing one variant for now. Once they are satisfied with other variants, they will release them too.
i mean yes it was trained a lot more - but of course judge it for yourself on the 12th
he was trying to express that an advantage of small models is that training them is more accessible, vs large models require more hardware to train, and words get mixed and the internet did its usual thing of dogpiling hate on someone for imperfect speech
ah, makes sense
Medium is first not only
from my understanding you can train part of it right?
at least in theory
True
What the native size support and VRAM requirements of SD3 Medium?
12gb vram is enough afaik
probably 4-12GB VRAM
depending how good is the optimization
prob 8 if i had to put a minimum
yes, the minimum training requirements when you do stuff like that are always a bit more than inferencing it, vs inferencing it you can cheat to go below the theoretical requirements (eg offloading)
so eg if you're barely able to fit the 8B in your GPU... you're not gonna do even a LoRA
What means commercial related to SD3?
but that same GPU can easily fit the 2B for either inference or training
watch #🆕|sd3
will a 4080 be enough to train a lora with the 2B model?
PonyXL creator is asking him about that commercial things
1024x1024, VRAM usage should... proobably fit under 4GiB? not sure / no promises, but, if you have a modern low-end card like a 3060 or whatever you're more than golden. Anything that can run SDXL is golden.
How about output size support of SD3 Medium? I mean resolution. 1024 or 512?
I don't know at this stage why SAI still not give more details.
prob final decision by the upper
i mean commercial license thing
I believe SD3 Medium should handle both of the resolution
1024x1024 as i said above
Alex, is SAI giving early access to any of the developers of training tools (Kohya/Nerogar-OT)?
(if you can say) - just a head start on implementation
Early access to relevant developers yes, those ones specifically have not been given early access
Kohya at least is based on HF code and HF has early stuff as always so shouldn't be an issue
onetrainer i'm not sure offhand what they got
Cool, thx! Super excited (particularly for community fine tuning to begin)
SAI s email doesn't mention support resolution or VRAM requirements. just say 2B . This technically term does not has any meaning for a normal user.
Ah yeah sorry that wasn't a very technical publication at all, mostly just meant to publish the date rather than anything specific about the model.
Can I create bigger Images than 1024x1024
With SD3 Medium? yes, similar technique as with SDXL (hires fix / ultimate-upscale, using tiling is recommended)
(the mmdit arch gets a bit weird if the res is too high but tiling fixes that fine)
im hoping the license will be changed soon
HI
Oh I will. I'm absolutely looking forward to finally getting my hands on the weights.
Do you have any tips on how we should prepare our datasets?
1024res images seems to be a given.
A combination of tags & natural language captions should work well, I guess?
Are you guys talking about any best use Schedulers for training (like AdamW and the like)?
Any preparation steps we should look out for?
1MiP res yeah. (Variable aspect don't lock in to square, same as SDXL)
Natural language recommended, high caption quality is recommended. You might also want to try having CogVLM generate captions for you (this is how half of SD3's training data was captioned)
The rest I'm less sure on but @primal wing can probably give some insight
just to be sure guys : the more steps, the better right ? Its just a question of of how much time we want the generation to last ? But if u have a good computer, its fine ?
Vaguely, generally, yes.
Practically, eh? Up to ~20 or so, the difference is huge. Up to ~50 it helps. Past that it's pretty redundant but you'll get a tiny bit of quality maybe
There are turbo and half-turbo models that work best at 4/8/12 steps
(Turbo at 4, Half-turbo at 8/12)
@finite cloak can you explain somehow how the 2B has a third less data than SDXL and still performs way better?
Quality over quantity?
Kinda ironic since for the Training community these two are the most relevant.
AI models generally should be running on a GPU rather than a CPU. If you can afford a threadripper hopefully you can afford an RTX 3060 or something
I'm sorry but does anyone know when the bots will be brought back and if they will ever be brought back?
Btw @finite cloak thanks for your continued community communication. It's much appreciated.
Size isn't everything? Mainly.
GPT-3, a 175B model, was beaten out by LLaMA-13B, at under a tenth the size. (the LLM not the chat finetune used as the basis of GPT-3.5)
SD3 is trained with way better data (notably the CogVLM autocaptioning, vs prior models were trained with "whatever nonsense text the internet associated with the image"), has a way better architecture (MM-DiT vs unet), and has a much smarter VAE (the 16-channel VAE in SD3 seems to have figured out a partial feature channel separation, vs the 4-channel VAE in SDXL acts more like a funky color space)
For XL clip upscaling sometimes alleviates that as well. I had success with upscaling the latent & the clip x1.5 before running a second Inference pass.
The mostmost relevant is HuggingFace, creators of the Diffusers lib which is the backbone for most training tools, and they got early access.
But yeah it's sad that we didn't manage to seed early access to community developers like kohya this time. It was awesome doing that with XL last year
the original bot has been replaced with Artisan now, #artisan-faq
the issue with MMDiT large res is a whole new one - the architecture is generally just friendly to unusual resolutions whereas XL was more adaptable. There will probably be solutions to res issues on mmdit published soon in the same way they were for the unet setup, it'll just have to be new solutions for the new problems
Oh I have been using CogVLM for a while. Did you guys prune Cog's mannerisms like "seems to be" "appears to be" etc.? I like I a lot, but also do manual caption refining.
there was definitely experiments&refining on the way cog was prompted to generate prompts, don't know the specific details offhand
Ah. I admit I didn't know Huggingface are the devs of Transformers.
I can't speak for kohya. But OneTrainer is pretty much all custom code. Diffusers is only used to load the models
ohhi
Could we get a short devlog on that?
It would help immensely to know how (which prompts, which data curation steps) SD3 was captioned so that our own efforts can align better.
RTX 4090 24Go
uhh maybe after release we can poke some of the researchers about it, idk
oh yeah, burn the 4090 then lol not your cpu
It would be great if you could inquire about that.
TagGUI will also probably support CogVLM2 soon. Looking forward to how it compares to 1.
@finite cloak Am I to understand that there are no free trials anymore, only the knitting version?
I just have a old vintage 4080

can we get SD3 on local now?
(a bit less than) 2 weeks.
they been saying 2 weeks for 6 weeks now
June 12th
But now it's more official. 2B gets open sourced next Wednesday.
😮
can't wait!
Same. 😉 I'm reading all comments I can find at the moment so that I get all the info I can.
Hey @finite cloak tried to ask via X but not getting a response, is the Stability member (20/mo) covering the ability to self host SD 3 when it releases on June 12th? I am confused as the email and page on Stability site leads to another form. The form is similar to what we filled in when we got the membership but there seems to be no clarity on this. I think it would be good to clear this up.
@finite cloak will Adapters / LoRA's / CN's etc. for the SD3 Model-Zoo be compatible?
For example could at some point someone train a LoRA (or something like that) on 8B and it would be usable on 2B as well?
That would be huge. Otherwise we'll have a 4-way community split down the road, even if most people adapt SD3.
that'll be clarified before launch day
That's ridiculous that it isn't just a yes then.
out of the box, no, but the x-adapter project did that before with sd1 and sdxl so they'll probably do it again
yeah idk what's up, they got something they need to figure out. I have to presume it's essentially just a yes waiting to happen cause why would it not be, but, idk im just a dev
ftr noncommercial/personal use is entirely free
I really hope that will be the anwser that brings everything together.
When X-adapter released we already had so many LoRA's for XL that it didn't wind up used a lot (Afaik).
For SD3 that could be very different.
Ok nothing against you and i appreciate you answering. I'm gonna be super disappointed if it isn't in the paid membership as that's something I have been happily paying in anticipation for this release.
I can only guess that they want to avoid another XL which led to dozens of projects / sites monetizing the Model and Finetunes successfully without cutting SAI in.
guess i wont do much next 2 weeks
everythign will be obsolete after this
ella sigma cascade sdxl
no need to jerry rig
Better plan with 4 weeks 🙂
well either way most of our stuff will be obnsolte soon
just like eveyrhtign before sdxl
2 weeks till release and 2 more for infrastucture ...
its been worth the weight and now it will blend
And the old created pictures ... I still love some of my first ones ... they've become oldies now and special in their own way
i cought the tale end of the sd15 era
i barley got used to sdxl
i can never develop a workflow or pipe line
everythign changes all the time
sometime si just pull the slot machine of foocus and give up
I have started about 2 years ago ... don't really remember the version 😄
hmmm
SD hasn't even been out for 2 years...
Maybe Beta?
first time i heard about these text to images were bad hand memes
This board started Aug 30 ish 2022.

Weights dropped that October.
From todays view it's been kinda dirty ... but that's what some people are missing today ...
Shutterstock watermarks were the key to all of this
Most likely if you were using it you were using Craiyon, Midjourney or Dall-e 2
and getty
I've been using all I could get. 😄
I mean I definitely was using Dalle MIni (Craiyon now) quite a bit.
Interesting times ...
😏
😍
Local installation took me a week ...
We had some success with zero captions (just style tags), but created some anatomy issues, so we scrapped that.
oh hi creator of dreamshaper
that is the most cursed input you could have possibly added there thank you
Good times. First images I ever created with Stable Diffusion.
It's very likely that style-only captions are very good for pretraining
Thanks to everyone for sharing information!
=0 the famous Lykon
who knows how to AI undressing
Slow ...
how to get membership of SAI
buy Emadcoin
didn't they originally say we are getting Controlnets with the release? Am I misremebering what someone who wasn't actually staff said?
As far as I remember they were planning to this time, but perhaps not anymore since I didnt see it in the latest announcement
Good beautiful morning everyone
what?
I mean it is Illyasviel do the model thing all the time
historically yes, and this time as far as I remember, they said this time they are doing Controlnets in a new way and they will release them with model release. I'm asking if I'm misremebering and it wasn't SAI who said that
include SDXL models
but anyway, I just saw that they haven't been working on them in the end
this is what I remember and was just asking for
I dont remember there's a call for that sorry
this is fake, weights will not be released
if not real then it may be better the StabilityAI's Twitter account is fake
it's all fake, you'll see on June 12
sure lets bet
how much vram will be needed for inference on sd3 ?
64GB.
seriously
No
phew
iirc, that information comes from the paper and it s the worse case scenario, without any of the community optimisation.
in the https://stability.ai/stablediffusion3 form
what is the "discord id" form input for?
is it a string or (discord username) or integer (true discord id) expected?
thanks
Id say just click your avatar picture at the bottom left of the screen then click "copy user ID" and voila, use whatever it gives you.
As to what it s used for. 🤷♂️ But it looks like it s not mandatory.
SD3 will be out
but it's a total joke
They said "SD3 Medium"
So that means there will also be "SD3 Premium/Large" most likely behind a paywall
🤡 these clowns
Or it could be they ll just release the rest of the models later on like they ve done with their llm....
Thanks I wanted some feedback on this
Is StabilityAI in good shape financially?
The Stability HPC cluster looks cool
Bruh we gotta pay for the discord bot now???
I’ve been waiting this long for THIS??
I detest the direction this industry is going. What a shame
Good joke. They should have all the models ready by now
10 months since XL launched
so don't tell me they didn't have time to train SD3 in one year
and resources
everything is pay2use/pay2win nowadays
unfortunately
buddy
you can still run SD locally.
did you just see the first word and decided it is the announcement of paywall
seriously you think they develop a DALL E 3-quality model a year earlier and decided not to announce it
critical thinking at its finest
Such a pessimist.
Stop beign a socialist comunist.
This is AI no room for isms.
Let's use the time to clean up our harddrives 😄
Should be enough for a week after release 😄
😬
I'll go enjoying the nature. Have a nice day!
From Stable Audio's Terms of Service:
Opt Out. You may reject this Arbitration Agreement, in which case only a court may be used to resolve any Claim. To reject this provision, you must send us an opt-out notice (the "Opt Out") within thirty (30) days after you create a Stability membership account. The Opt Out must be sent to the Stability Notice Address. The Opt Out must include your name, phone number and the email address you used to sign up and use the Services. This is the only way of opting out of this Arbitration Agreement. Opting out will not affect any other aspect of these Terms, and will have no effect on any other or future agreements you may reach to arbitrate with us.
What is the "Stability Notice Address"?
Do I have to send an international, physical mail to opt out of arbitration?
Did I read the announcement right that Stable Diffusion 3's release date is June 12th?
any news since the last few weeks ?
images kinda still look the same sadly
12th june ? but did they say which year, too ?
2024
just check #📣|announcements
ah, they didnt state the year, just 12th june 🙂
most likely the larger version simply will not run on a regular PC
well, -some- people might be able to run it nonetheless ?
those people who can launch already have money for paid generation

few people buy just for fun 5 teslas to run large models
may be a personal preference, but i like to run stuff locally
Sure, but would you buy 5 Tesla cards just to run a large model?
Hi
i wonder if the sd3.0 will still generate images that can immediately recognized as being done by stable diffusion
i m not really sure what you mean with tesla card
Enthusiasts buy several cheap Tesla cards to run large text models
But the pony can already handle it
i didnt understand either sentence (what pony?)
i got a 4090 here, which probably aint enough soon anymore, but maybe a 2nd 4090 could solve the problem already
every model out there (1.5 and sdxl) can generate either generic looking ai imgs or very realistic ones that look like they were taken by cctv or by webcam
model trained for anime/cartoon porn
it is so well trained that it makes pictures indistinguishable from art
ah, i m not into anime/cartoon porn at all sadly 🙂
i -am- very much interested in art though
its modifications can do this
i got a few nice pictures done today even
can you link me the pony model ? and why can cartoon porn model make art ?
most often it is very easy to recognize due to the insufficient color palette
and in the case of realism, because of the same faces
yea but u can make them better with loras
i put three of my latest works into the #1072236442463518882-with-images channel
maybe you like them, too 🙂
Depends on your goals. The model is trained to make characters. It can't do anything else.
you don't need characters then pony are useless to you
my goal is to make ai art that doesnt scream "this image was done by stable diffusion"
ok
it's very easy to do
how?
just go to civitai look at all the img posts there and copy the settings/prompts from whatever img you like then try it in your webui
correct model, prompt, loras, comfy nodes
i feared it would be a generic answer, you got some nice pictures to show by chance ?
I don't do that kind of thing. I'm interested in following ai and being able to work with it, but not creating. I don't feel it as creativity.
well thats another thing i dont want to do, i dont want to do "image like picasso did", but create something new
(and yes, i know that the model itself cant really make up new things, but what it for example could do is mix things in new ways)
the person works exactly the same
yea with sd u can combine several artists styles or loras at different strength to create a unique look
have you done this successfully yet ?
I don't think a person is capable of creating something like this
so it’s strange to treat it like "image like picasso did"
looks like minecraft meets old school runescape 🙂
yes i have i combined 5 different loras with block weights at diff settings to create a unique look/style
no it would be pointless there s no way SD workflow that can unify memory across two gpus. You would be able to run two instances tho, one on each gpu. But that s about it
thats at least some kinda new ideas, even though its still recognizable styles (like minecraft and old school runescape)
Hey guys can you tell me which channel should I go to for help in using stable diffusion in local
how about this one ?
Can I ask my doubt's here
sure
So I installed stable diffusion following the instructions from the website https://stable-diffusion-art.com/install-windows/ but my photo's are coming out bad
most people are using comfyUI these days, i think, not a1111 (but it may be a personal preference)
does the images come out good in that?
can you show a screenshot of your settings and the result you got ?
I can't seem to upload it here can I dm them to you
put in the #1072236442463518882-with-images channel
Done
guys where is the better wayto have multi prompt in A11? masks with in paint upload?
I have offical infomation that the 2B will require 15gb of Vram to run. (With the T5 encoder) I gather this can be decreased with the use of Xformers, and the FP16 format? But does anyone have a idea by how much that will improve vram usage?
T5 encoder with bnb4bit is going to make it way less than 15GB in total to run
or just use it on cpu, with the bf16 of fp16 weights it loads okay and doesn't use as much ram as the full fp32 weights
I just wonder if a ggml implementation of encoder models would help with this
where did you get that official information?
Yeah. I'm wondering by how much we could get this down by. Not so sure. SD3 is a real heavy beast.
Yes but I thought their biggest model was 8b?
I want to give it a try, so i want to know a little bit about it.
Is there any chance a 3090 will sell after 5090 comes out? I want to buy a 4090 when the price crashes.
The standard model only works well with lora styles
Modified models work well initially, but are very limited in what can do
Score_% replacing quality modifiers from other models
Any AMD users here?
hey anybody here who needs an video editor if yes then pls dm me?
i wonder why they decidede to call it sd3 medium instead of 2B, maybe it sounds a bit fancier
Are the any compatibility issues with SD Zluda?
btw i called second week on june for sd3, i was spot on
don't know, I have nvidia
yeahh... i use amd
my condolences
do we know what SD3 API versions correspond to in terms of model size? sd3 vs turbo etc?
So the new SD3 is 2B model (at least the version they are releasing) but requires (I know it's optional tbf) 11B LLM to condition it?
Yeah. I was hoping maybe we could some how squeeze it to 10GB with the encoder.
Omost is pretty spiffy. really ups the prompting game
Start with AutisMix and prompt it right (it has some weird tags that are absolutely necessary). It can do anime style better than any other, even AnimagineXL.
honestly, thats what im looking for, im trying to get anime screenshot like results
Do you have stable operational, this is my first venture and am struggling a bit to get it working.
works decent i guess...
Just make sure to put the source_furry, source_pony etc in the negatives, also those score tags, just copy a good prompt off civitai and you'll be good to go
Doesn't the A1111 installer set it all up for you these days? Or ComfyUI for the nerdier experience
I have zero idea, what you're talking about. I'm new to pc, and stable diffusion. I'm a console gamer, and have been using generator apps, like dreamerland.
can I tell from a lora metadata whether regularisation images were used during training?
nope. only if the author put that into the meta data.
nvm, I am stupid:
"ss_num_reg_images": "1010",
As far as I know SD3 large is able to run on a rtx 3090 (24gigs of vram) judging by the research paper. Also if I can run SDXL on 4gigs of vram, and SD3 Medium is smaller then SDXL in terms of parameter count, I think it will be possible to run Sd3 Large (maybe with some vram optimizations, making it slower) on a decent graphics card. (or cpu if you want to wait 1 day for one image 😅)
pretty sure the math has been done a bunch of times and you can run the largest sd3 on 24gb and even 16gb
Btw, I have another question: does somebody know what exactly the non-commercial license for Sd3 medium means? Does it mean I can still create a bot with my self-hosted Sd3 fine-tune, if it's simply giving it for free to my friends (100 people) who I invited to my discord server. Or would this already fall under a commercial use case?
i think it boils down to, do you or they earn money of it
What if none of us earned money with it? (for my little discord bot)
the it's non-commercial and you are fine
well then you have a lot to learn, but it'll be fun! mostly. you have the power to do anything, even the power to make it harder for yourself.
just google automatic1111 and go from there.
nice its there!
Okaly dokaly
#release the 8b cut
@finite cloak I'm slightly concerned about the licensing. Might the current direction of licensing for SD3 2B hamper community development, and finetune creations?
I hope i'm wrong though.
noncommercial/personal usage is entirely free, commercial usage they're figuring out and will clarify when they can
so community development should be fine
is commercial likely to include e.g. making a youtube video that has ads?
Thx for everything you and the SAI staff have done for AI image gen btw. You're all doing great. 🤗
(I am not a lawyer don't quote me this paragraph is just guesswork) I think you should be fine on that? Youtube stuff is usually pretty lax in general with most things. And like the point of the $20 membership fee is that it's to be paid only by people that are making enough more than $20 that the cost is trivial to em, so if you're barely making cents a day or even a few dollars a day on YT it shouldn't matter.
The usage of outputs generated by AI is a weird legal mess area so if you have non-trivial-income commercial plans you should consult a professional lawyer before making decisions.
For a precise/accurate answer on Stability's definitions of things check https://stability.ai/professional-membership-agreement or https://stability.ai/membership and/or contact the memberships email there to ask the actual professionals about it
okay thanks
Why? j/k which gpu?
you're dreaming? why would the price for 4090s crash? IF anything, they'll go up slightly briefly or stay the same - 4090s are already low stock aren't they? then they'll be very few when the 50 series is released
3090s are still inflated, there's still demand for them...so if 4090 goes down, it wont be by much if the 3090 is any indication
pretty much anything that says nvidia is inflated tbh
Guys when is the Stable AI is coming bacK?
I suspect the used 4090s might drop to almost used 3090 prices, and used 3090s would drop by $50-$100 at the most, because as you say there's still demand
AMD and Intel keep dropping the ball on every aspect, but if they merely released a 48GB "consumer" card, that would push the envelope and people would probably do the free labor of making AI work well on AMD/Intel cards
what I expect of AMD: same VRAM as Nvidia, slightly lower performance, slightly later/earlier, slightly cheaper, supports some of the things Nvidia supports
yah, AMD's highest performing card right now performs worse than a 2080 TI in terms of a benchmark specific to SD. https://www.tomshardware.com/pc-components/gpus/stable-diffusion-benchmarks
and that's not taking VRAM into account even
how do you change the size of the image or dimensions, what command?
Did they leave somewhere?
Well this server used to have a free ai named stable AI and they vanished
free as in making them bankrupt free, yup, they did
the cost of running the bot probably wasn't what hurt their bank accounts
I was being a little silly there, dont need to take me so literal, but the point is if they are hurting and having problems paying cloud providers, giving that away for free makes zero sense
And an early version of SD3 isn't the best marketing ..
I have just installed stable diffusion locally but the first tests are not at all conclusive, any idea how to improve the rendering qualitatively ?
Have you tried community modells? You'll find at civitai.com
will take a look, thank you
And model Version can also be a thing ... but many other options, too ...
If the problem stays you can send a screenshot with your settings here https://discord.com/channels/1002292111942635562/1004159122335354970
But usually you can read the most important settings in the model description ...
I'm just realist. :)))
A pessimist telling he's a realist ... that's depressing ^^
hey, did anyone have problems signing up to use stable artisan?
im trying to subscribe but after logging in it sends me to the stability assistant chat bot
have they shown any examples of what "medium" level model does
Hi, is it possible to use Stable Diffusion for Architectural project, to make previews of how an interior would look, starting from a drawing?
It's not so hot with anythign involvign straight lines and mechanics
DATASET CURATION
Hello viewers, would someone be willing to look at my dataset for training a celebrity LoRA? ...and please give me tips on what to add and remove from it?
if you have a pretty detailed drawing and u use img2img u cld theoretically get somethign usable
Should be fine if you just go ahead with Assistant. If problem you can blame me
Try the sketch and structure control APIs first to see what you could do with a neat workflow. On platform.stability.ai
hey
I have a 3060 too
12 gigs of VRAM
I’m having VRAM storage issues
So I’m almost in the same boat hahah
i think i have 12 anyway
yeah, 12 gb
so is 12 good for SD3 (medium)
?
will it produce 1024/1024 image sin less than a minute?
(without loras contorlnets whatever)
20-30 steps on average...
so,Is it a 2b size model?
Finally
Yes 2B
I hope my gpt can run it safely.hhh
what do you guys think of SD3?
i haven't been very impressed so far, i just tried a few prompts
Dall-E is giving me better results. it's frustrating that SD can't do hands properly
Give it time to local release and before long custom models will have it entirely solved
mmm, custom models
ya im hoping that the local release will be better
when is that happening anyways? june 12?
Yeah I believe so
and then several weeks more till there's something worthwhile
what version of SD are you currently using for your image generations?
and maybe even longer until the degenerates get their due
im trying to generate sprites for some games that im making, but i'm not having very promising results
1.5/xl
1.5
怎么画画
部署webui或者comfyui
I beg your pardon? 🙂
remove every celebrity 😄
@low moon no, seriously, wdym?
it sucks at mechanical things and straight lines
its too gooey
someone was asking if he can use SD for rendering architecture stuff
conceptually it shouldnt matter to SD. a bed, a table, a house, a building. so ultimately someone will need to create a really good architecture finetuning to get it to understand how to draw those things. there has to be a desire for it first.
there are some on civit, I just have no clue what their quality is
Anyone know of a reliable tool to check for AI deformities? I've been building out a full automated pipeline with the SD3 API, and while the outputs are usually pretty good I occasionally get images with random non-sensical objects, weird hands, detached hair, etc (the usual AI nonsense).
Tried using GPT vision, and a couple other tools, but haven't had much luck yet.
reliable tool, your eyes 😉
if you're someone trying to mass produce for commerical purposes, good luck
Yeah, that's my goal in this case lol
Nothing crazy, but I'd like to avoid needing to manually check if possible
anyone else notice the flood of influencer loras on civit...like who are these ppl
"when is a celebrity not a celebrity?"
It no doubt stems from Aitana, everyone saw her making bank and decided to try on their own
Because parasocial stalker incels be doin parasocial stalker incel things
who is aitana
oh she looking fine 😏
hi how are you all
so SD 1.5 looking
I hope the rtx 5090 has 50gb of video ram. AI let's goooooooooooooo
naaah 😉 😄
They did a decent job of face consistency, but if you look at the body it's pretty obvious
There was another called Emily Pellegrini that also managed to do videos (probably through face swapping). She deleted all her posts though
there's "fan" profiles you can search if you're curious though
319k followers, what bs 😄 As well AI-generated?
🤑 💰
I would say the opposite, the body was ok but the face it is very AI looking. Good face consistency, but on a really AI generic face. Also it suffers with so many pics with the same lighting, and in most a soul-less look (!?)
she can finally compete with all the soul-less looking celebs on IG like the Kardashians
Yeah they definitely aren't amazing. It does look like the same person though. Definitely enough to fool the average person (especially based on the comments)
lol, yes, I've seem so many AI generation I can spot them on the fly, mostly if they are made with SD 1.5 xD
Lol same, I've been poisoned to the point of excessive perfectionism
Like from the pose, the lightning, the expression, the perfect overall averaged face, even with the same hairstyle
The first one fool me, but it is a photobash or face swap. Others are kind of bad photobashes, or full generations. But there at least th face looks real, in a way, not SD 1.5 looking https://www.instagram.com/tucumandigital/p/C1ndOWvrhXY/?img_index=1
Yeah the videos she had were decent, I think that's what the first image is from. They were definitely all faceswaps though
hello everyone, can anyone suggest me a model from civit.ai where i can drape garments on models.
hi
I am a novice (intermediate?) SD user. I have been using Automatic1111 now for six months or longer (installed locally). I was using the DreamShaper model and I had almost mastered prompts for the type of generation I was doing.
The prompts all followed a format something like this: "Photograph of skinny (21 year old Triqui woman from Newvo Leon, Mexico:1.5)(with face of Lun Bawang woman from Brunei:1.5)"
I have a nearly-complete list of ethnicities from every country and region in the world and this method was creating mixed-races incredibly well.
The images I was generating were also extremely high quality.
I decided to add some more extensions and found out about "wildcards". I added about five extensions. After adding these extensions, the image quality of SD suddenly went down to very poor quality. The images were extremely grainy and the faces had those ugly color-blotches (what causes those??? I get those often with various models...Is it something I'm doing? Adetailer won't clean them up). Faces were also coming out distorted.
I re-installed Stable Diffusion, but the images that Dreamshaper was generating were not nearly as good. Many looked much more artificial and perhaps doll-like (not quite the right description, but you get the idea). The image compositions were totally different. Epyptian women would be wearing headdresses, for example, and set against i.e. pyramids. This never happened with the previous installation. All were in normal settings. There was also a lot of writing AND almost every image was a split image featuring two different women.
If I just gave it a single-word prompt of "woman", it generated a "fair" (but not great) image of a woman. But as I added many more details, the images became "weird".
I tried many different models and none of them even close to decently.
I reinstalled wildcards extension only, and immediately the image generation became horrible (or rather more horrible) again.
Stubbornly, I tried it one more time and wildcards screwed up the image generation again. I'm about to re-install SD again, not using wildcards, but the problem is that I won't get the "nearly-perfect" images I was getting in my first installation.
Does anyone have any suggestions? I've scoured the internet for any clues, but found absolutely nothing.
I am not sure what "Dreamshaper" model I was using originally, but I wouldn't think that it would matter THAT much.
Did anyone encounter this weird things? The default checkpoint using is A. When I change it from A to B, it will first load the B and showing a loading UI. Then after the B is loaded, it immediately loading back to A. Therefore, I couldn't change the checkpoint at all.
I am using runpod.io to run the stable diffusion web ui with the latest version
For sure the more/longer you prompt the more the A.I. looses focus on what might be most important to you.
hello
GMGM
gmgm
Yes, but it's not a problem of losing focus. The actual generated image becomes lower quality. It's sort of like putting a ton of parentheses around various parts of the prompt. I mean...if you simply write a very long prompt, yes it won't include most of the stuff you have in the prompt, but the image quality itself should not degrade. But that's what happens if I start putting in even a moderate amount of text now. Certainly, if I use a full prompt that I previously used, the image becomes distorted and grainy and just generally much uglier.
I frequently get color blotches on faces, sometimes covering half their face.
Hello everyone, is somebody using regional prompting with Forge ? I've heard it was a bit buggy but couldn't manage to find if it was solved.
怎么开始使用?
👋 SD noob here. Any recommendations for a bulk (batch) creative image upscaling, similar to Krea / Magnific but for multiple images?
Please keep it english in here!
so have you tested a clean install + no wildcard yet?
Yes, three times
I even uninstalled python as well as python remnants
so Wildcard is deinstalled and then you did a clean SD installation ?
I did not deinstall wildcard, but figured it was all contained within the SD folder that I deleted (?)
So it would automatically uninstall?
How to use SD on Discord?
don"t know, could be, not sure, just guessiing
I posted an image generated by my reinstall of SD in tech support...whereas before it was a high-quality photo image every generation.
https://youtube.com/watch?v=JOiK8z-Ffp4
Upscaler software: https://github.com/JoeyBallentine/chaiNNer
Model Database: https://upscale.wiki/wiki/Model_Database
though you can load whatsoever upscaler from wheresoever
this is the batchsetup: #🏞|general-with-images message
hh
thank you. I will look into that. But are you aware of some general upscaler (style independent) that can add details , not just sharpen and increase resolution? Maybe I should be looking for some good img2img or controlnet rather than upscaler
怎么使用
Hi all
health to you and your loved ones!
cool group, everyone is so kind)
Good morning, everyone! How are we all today?
SUPIR
Good morning,everybody!
Hi everyone. Excited to share our latest work (on VLMs and compositionality, and also importantly related to Stable Diffusion and other T2I models). Have a look, would be happy to chat about anything related.
ArXiv: https://arxiv.org/pdf/2403.20312.pdf
GitHub: https://github.com/jaisidhsingh/CoN-CLIP
out of curiosity, its normal for pony stuff to take longer to generate than SD 1.5 right?
Yes as pony is based on SDXL.
different architecture from sd1.5
Also 1.5 is for 512x512 stuff whereas sdxl is for 1024x1024 (with some margins and before any upscaling)
Is there a chat where I can ask questions on the stability api ?
I usually go for small resolutions to test waters out and get a rought estimate of what i want. I only got for higher resolutions once i get a good baseline and use it in image to image.
Pony is taking its time even on small resolutions unfortunatly.
Yes it s gonna take longer no matter what. But even worse you can t use it at 512x512. I mean.... you can but the outputs will be garbage as it s designed for 1024x1024. for sdxl stuff, the low res limit is probably around 768x768
it depends, you can try asking in #🤝|tech-support but keep in mind that it s a community driven discord. So if you re having trouble with your account it s probably not the place to ask about it. We re not staff, and if you require help from the staff it s best to go through the official routes (website, mail, etc)
Hi, anyone know what the current OP method of making AI art is locally? I remember using Coomfyui with some great results, I currently have Fooocus but for some reason it is really really bad at the prompts im trying to do
hey guys
sd.next already have google colab or not yet? I wanna try it 🙂
looks like not yet =/
what are your favorite assistant/tool/trick to make full prompt from an idea or a thought in your mind that you are unable to fully express in words.
pick the correct model, controlnet
hey - where is the old stable diffusion UI where I could enter prompts?
so... what is a good source for real regularisation images?
nvm found one
so... should I crop/resize them?
what webui are you using?.. i just installed the latest version today and have a prompt input
Hey
can i pay someone to help me train my own models? having lots of errors and feeling lost 
do reg images need to be captioned?
does anyone know what happened to deepfloyd ai they released one model and then completely dissapeared i know its been some time since then but i wonder what happened there?
no idea, and that will plague me till the day I die...not really honestly, I dont remember being all that impressed
Hello, everyone? how are you?
