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Discussion of free and open source text-to-image models

Previous /ldg/ bread : >>102247060

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
Fooocus: https://github.com/lllyasviel/fooocus
Metastable: https://metastable.studio

>Advanced UI
Automatic1111: https://github.com/automatic1111/stable-diffusion-webui
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge
InvokeAI: https://github.com/invoke-ai/InvokeAI
SD.Next: https://github.com/vladmandic/automatic
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Use a VAE if your images look washed out
https://rentry.org/sdvae

>Model Ranking
https://imgsys.org/rankings

>Models, LoRAs & training
https://civitai.com
https://huggingface.co
https://aitracker.art
https://github.com/Nerogar/OneTrainer
https://github.com/derrian-distro/LoRA_Easy_Training_Scripts

>Flux
https://huggingface.co/spaces/black-forest-labs/FLUX.1-schnell
https://comfyanonymous.github.io/ComfyUI_examples/flux

>Pixart Sigma & Hunyuan DIT
https://huggingface.co/spaces/PixArt-alpha/PixArt-Sigma
https://huggingface.co/spaces/Tencent-Hunyuan/HunyuanDiT
https://huggingface.co/comfyanonymous/hunyuan_dit_comfyui
Nodes: https://github.com/city96/ComfyUI_ExtraModels

>Index of guides and other tools
https://rentry.org/sdg-link
https://rentry.org/rentrysd

>Try online without registration
txt2img: https://www.mage.space
img2img: https://huggingface.co/spaces/huggingface/diffuse-the-rest
sd3: https://huggingface.co/spaces/stabilityai/stable-diffusion-3-medium

>Maintain thread quality
https://rentry.org/debo

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/c/kdg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/u/udg
>>>/tg/slop
>>>/trash/sdg
>>>/pol/uncensored+ai
>>
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>>102253191
Neat collage.
>>
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>>102253191
thanks for bread
>>
I am sick of being excluded from the collage for not playing to the collage makers taste.
I could fill my the entire thing with my stuff if I wanted to jump like the good little dog the maker wanted me to be.
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>>102253427
I wasn't expecting *her*
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>>102253415
git good
>>
making new font styles with flux is fun ...

also for everyone to know: training a lora with torch 2.5.0+cu124 vs 2.3.1+cu121 or 2.4.0+121 yields different results.. a great hooray for the torch developers
>>
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>>102253415
no gen .. show the best of what you gen
>>
>>102253485
>yields different results..
Yeah but which one is better?
>>
>>102253514
still training.. will do tests later
>>
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>>102253415
don't fall for the meme collage
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>>102253415
>I could fill my the entire thing with my stuff if I wanted to jump like the good little dog
good for you bud
>>
>>102253415
the collage is for people on the discord only
>>
bigma status?
>>
>>102253191
prompt for top left?
>>
>>102253597
>spooky shelligan with crown of roses in the style of anime
>>
>>102253621
skelligan*
>>
>>102253427
Nice
>>
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>>102253485

I am also trying to train a style today. Got a good result with 1 Epoch, 950~ images at 4500 steps 0.0002 learning rate. 32 dim/alpha. 768x768 with bucketting. Kohya_SS GUI. WD tags. All blocks. 2nd Epoch has little changes, little overcooked, 3rd epoch burnt.

What settings are you using that has good results?
>>
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>>102253729
>>
>>102253729
Does 1 epoch, 950 images 4500 steps imply 5 repeats? Why not just 1 repeat (no repeating) and 5 epochs instead, so you can pick the best output along the way? Also, 950 images is a lot, you might consider curating it down to half that (even 100 should be enough even for a style lora, from what others seem to say), a simple first pass would be to just sort the images by filesize and throw out anything below a certain size, throw out any non-100 quality jpegs, etc. You might also consider cleaning up signatures.
>>
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couldn't nail the look
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>>102253828
No repeats sound like a good idea. Kinda launched the training in a hurry and left for the day. Was just converting my char lora config to artist style. Character usually has less data, so needs repeat and epoch was much smaller step sized.
>>
>>102253696
Thanks
>>
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I have a ton of LoRAs downloaded that have stupid names and I have no idea what they're for :)
>>
Where's that anon that generates very creepy vhs-like images? I want to ask him what prompts and software does he use
I really love that style!
>>
>>102254076
The glowies got em
>>
i'm fucking what?
>>
>>102254084
Duck I want a dump of his generated images
I was banned so I want able to ask him in time
Oh well
>>
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116 images wait for manual tagging. It's so tiresome.

>>102254076
I think he posted loras, basic prompt he uses at some point.
>>
>>102254092
Done.
>>
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oh hell no, â–³ has a few things to say:
chiefly: ....
and, furthermore: ...
so heh. checkmate, retards.
>>
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>>102254107
you should make chubbier bitches. not too fat, mind, just... right
>>
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>>102254150
>>
>>102254159
would but.... not what i intended.
>>
>>102254107

I still cannot believe that this was generated by a model. Impressive.
>>
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do better
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and better do
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memory lane is a good lane. the best lane, perhaps. top 10, anyway.
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and sometimes scary!
>>
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me in the back
>>
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>>102254239
>obese woman walking through a psych ward wearing a trash bag
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>>102254193
getting closer

>>102254211
nah
>>
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>>102254247
best kind of girl desu
>>
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ehehe
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can't bring myself to make new things, when so many old ones still exist.
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i'd like to thank God, and uh... anon for understanding the assignment. very nice.
>>
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â–³ sez: "y'all niggas are pussy as bitch faggot ass niggers"
not very nice, desu.
>>
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no one likes â–³, but â–³ remains.

ah so!
>>
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>>102254302
schizo
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>>102254322
gesundheit! was ist mit den Burgern? eine fat bitchen ist uber gut und ja und so weiter. mit ist nicht deutche, du bist retardisch.
>>
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nein, ich bin ist retardish. *german woopsie*
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>>102254286
Damn it made your gen look good, not local tho
>>
i know i'm mingling with europe. and a handful of other retards who stay up late. you will die early for this. how early? yes!
>>
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>>102254374
make her more white bro. fat latinas are a dime a dozen, with inflation that's $3.28 per hole. white bitches are more expensive, but, if you think about it, what's your future worth, anyhow? a lot, i imagine.
>>
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>>102254396
true. but they're not always paying attention.
big difference.
>>
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>>
>gen with lora on flux
>looks great
>try using same lora on civit
>looks nothing like the lora
what the fuck? I'm not even using a special WF or something
>>
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>>102254403
me and the chub are having a private conversation, and ur not invited.

>>102254396
so like i wasy saying bb, like, what if i put my thing into you rplafce/? yeah that'd be great yeah? epic even? lfg
>>
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>>102254417
name yourself as you really are, lord debo. quit playing.
>>
he afraid of ban evading. well, perhaps he should. but, on the other hand, perhaps he ought to be loud and proud. the cabal is asleep. there is only â–³
>>
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>>102254450
watching is not paying attention.
hth
>>
>>102254411
civit inject safety embeddings into their generations
>>
>>102254454
which is to say God is always watching. the deep state, however, is, i'm sorry to say, not god. it's not even close. it's, at best, Zeus. kind of, but not really.
>>
>>102254461
the gens aren't even nsfw, they're just randomly fucking up the entire prompt on everything? what a bunch of faggots

also the hell is going on in here, I thought I was in sdg by mistake and had to double check
>>
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>>102254461
speak english, moron.
>>
>>102254473
yeah, all the gaylords are in /ldg/
maybe you should be too? (spoiler alert: yes you should be. nigger)
>>
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>>102254481
if i were banned i wouldn't be calling you a pedophile rn.
>>
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>>102254513
put in "i am nothing"

worth a shot
>>
>>102254473
yes
>>102254474
no
>>
>>102254512
Death of sdg hurt you I guess
>>
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>>102254513
Nice
>>
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>>102252652
I'm all in on SkimmedCFG. It absolutely improves the image, well the "structure" of the image, makes it more interesting and just better.
Specifically you should take a look at the backgrounds when comparing images, the backgrounds are always way more detailed when you use SkimmedCFG.

I think I've only spotted two downsides to it:
- Image gets noisy if you use like 100 CFG. You can either use a lower CFG like 32 or just do a quick pass with Ultimate SD upscale to smooth it out.
- When using a high CFG sometimes it follows the prompt a little too much, for example if "legs" is in your prompt then your legs might be a little longer. This is a pretty rare issue though in my opinion.
>>
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>>102254578
Nice. Is this the abandoned places lora? Dev 50 steps?
>>
the only nice ai art here uploaded was hentai, but it got censored by trannies on this ""fair"" board

to be honest, dunno how you rate various shit on the walls, its more boring and untasteful than collecting coins or ordering toys by autists

probably i will be censored too, dont care - i pos from proxies with imitating browser
>>
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Morning
>>
Anyone else feel like flux just forgets the lora exists if you try to prompt outside the dataset? Or are my loras just fucked?
It kind of feels like it can learn datasets almost 1:1 but if you ask it to imagine that knowledge in a new scenario it forgets everything
>>
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>>102254673
Actually, I wonder if this is a consequence of training on only singleblocks and no double... Hmm...
>>
>>102254666
Sir please delete those trips
>>
>>
>>102254757
>Death
What does he do?
>>
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>>102254769
kills you
>>
>>102254769
He lives
>>
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>>102254790
Rude
>>
>>102254641
>nice
the standards for what is and isn't "nice" are, unsurprisingly, shit.
>>
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and to think those filthy redditors are posing gens of themselves with a shitty lora they trained
>>
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>>102253729
the one I released has similar settings

5000 steps, 100 pictures, dim/alpha 32, learning rate 0..0001 tho and all over the board bucketing from 512 to 1024 to 1536 in square and rectangle shapes.. but I use ai-toolkit result you can see here
>https://civitai.com/models/709964?modelVersionId=794117

I did many trials afterwards with dim64 all blocks, dim128 and 512 with selected blocks.. were not as good mostly.. what went really well tho was mixing a dim64 (10k steps) at weight 0.6 and a dim512 (8k steps) selected blocks at 0.4 weight .. probably overbaked.. but its all for science
>>
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>>102254840
also what confuses me is that the loras behave different when loaded external like in >>102254840 compared to when they are merged into a model at exactly the same weight as in pic related
>>
>>102254616
so skimmed cfg into the adaptive guider? I think I got a handle on dynthresh for flux now.
>>102254790
nice
>>
>>
>>102254696
Training double blocks seems to overgeneralize the concept to the point where it's barely recognizable.
>>
>>102254915
I don't use flux I use pony so it just plugs into the "model" section of the sampler.
>>
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>>102254951
ah ok. I tried it on some sdxl models and it's interesting. I don't think I went past 30-something tho and yeah it's in the model pipeline with various other items.
>>
>>
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Are there any ai diffusion things that could make a counterpart to this, symmetrically opposite but with Frieren in it instead of Himmel? In the same artstyle
>>
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>>102255038
you could do with any of zillion frieren loras and a good prompting

https://civitai.com/search/models?sortBy=models_v9&query=frieren

yea there 294 frieren loras .. two of them are even for flux
>>
has anyone tried if flux is smart enough to understand that if i train, for example, 10 pictures of a pair of legs and 10 pictures on a face, that the legs belong to the person with the face if i were to make a full body picture. or will it work like SD models where it will either produce pictures of the face or pictures with the legs with a lora trained like that. i'm asking this because it seems to be able to produce excellent full body shots even though you've only trained it on close ups, where as on SD you have to train it on full body pictures if you want a non mutated face in those cases.
>>
>>102255059
lmao that butt
>>
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>>102255086
its smart enough.. more so if you tag appropriately
>>
https://files.catbox.moe/vcj66q.webm
rough cut trailer of my movie (sfw)
disturbing fetishes aside, does this premise have legs as a drama?
>>
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>>102255086
Damn you're a true connoisseur aren't you?
>>
>>102255059
it can't just scan a pre-made image and make something similar?
>>
>>102255121
looks more like those documentaries about crazy people
>>
>>102255115
i'm training on 512x512 and i just know i'm loosing out on alot of detail because full body pictures become pixelated messes. you think i should do a set of close up of the face, torso and legs separately instead of always trying to keep the face in frame to avoid headless generations? And by tagging appropriately, do you mean including tags like "close up on torso with head out of frame"?
>>
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>>102255125
the model needs to know how Frieren looks like.. you can use existing images and IP adapter or img2img to change it somewhat, but if the model has no clue how to make frieren all that wont help
>>102255121
funny
>>102255161
FLUX likes multiple resolutions .. I train on 512, 768 and 1024 in all kinds of bucket sizes. This was the last one I did:
  -  Found 100 images
Bucket sizes for F:\flux_train\harada:
896x1088: 7 files
768x1280: 8 files
832x1152: 24 files
768x1088: 3 files
576x1024: 1 files
832x1216: 6 files
512x640: 1 files
448x832: 1 files
640x1536: 2 files
1152x832: 2 files
896x1152: 8 files
640x1152: 1 files
704x1024: 2 files
1344x768: 4 files
960x704: 1 files
768x1344: 2 files
1024x1024: 9 files
1088x960: 1 files
704x1408: 3 files
960x1088: 3 files
832x960: 1 files
832x448: 1 files
384x512: 1 files
512x704: 1 files
704x960: 2 files
1024x960: 1 files
576x1216: 1 files
960x640: 1 files
768x960: 1 files
704x1472: 1 files
>>
>>102255161
Ample tummy pics right?
>>
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>>102255161
if you give it enough data and training flux can extrapolate a style very well on other subjects.. for example I had no feet pictures in my data set.. still it can make feet in the style
>>
>>102255189
yeah ofcourse
>>
is forge in a workable state these days? like, inpainting, img2img, etc. don't care about flux.
>>
>>102255188
>FLUX likes multiple resolutions .. I train on 512, 768 and 1024 in all kinds of bucket sizes. This was the last one I did:
24gb vram? i'm using some kohyas script i found that someone configured for 16gb cards and training on 20 pictures per lora. maybe enabling buckets and just throwing everything in the folder without cropping could work but i'm not sure my gpu is up for it
>>
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>>102255285
>24gb vram
yea.. I guess it wont work with 16gb sadly.. I use ai-toolkit..
>>102255285
>maybe enabling buckets and just throwing everything in the folder without cropping could work but i'm not sure my gpu is up for it
wont hurt to try it atleast
>>
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back to simple, lora-less gens like the old days
>>
>>102255188
what is ai adapter, do you use it on civitai?
>>
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>>102255317
>>102255356
What's going on here?
>>
>>102255365
I'd like to hear your thoughts
>>
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>>102255354
IP adapter is a tech where you have an existing image and then tell the AI to change it to a different style or content
>https://github.com/tencent-ailab/IP-Adapter
there are implementations for ComfyUI and a1111 (maybe forge?) .. I don't think its on civitai
>>
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>>102255383
Don't be shy
>>
>>102255394
ok what about reversing the image to get a accurate prompt of what the ai wants and using that to make the new image?
>>
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>>102255489
you can do this here:
>https://huggingface.co/spaces/fancyfeast/joy-caption-pre-alpha
but be warned, you probably have to edit the prompt.. as its not perfect
>>
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>>102254919
>completely innocent fun

how much better is flux than XL?
>>
>>102255558
stop posting hentai and I consider answering your questions
>>
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>>102255497
didn't really manage to get it to copy the image and it just kinda had similar type of style
>>
>>102255685
why does civitai only allow img2img once it generates an image instead of letting you use your own with the same character?
>>
>>102254915
>so skimmed cfg into the adaptive guider?
it doesn't work with adaptive guider, and personally I prefer AutomaticCFG
https://reddit.com/r/StableDiffusion/comments/1eza71h/four_methods_to_run_flux_at_cfg_1/
>>
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>>102255566
No
>>
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I'm new to Flux. Anyone know how to make good anime waifus with the new model?
>>
>>
>>102256041
you download some anime loras and you're good to go
>>
>>102256049
it's a comparison? and if yes it's between what and what?
>>
>>102256059
No it's a stereoscopic 3D image. Zoom out and cross your eyes so the two images overlap.
>>
>>102256051
What settings should i use with dev/schnell?
>>
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>>102256190
I'm only using dev, and I'd say something pretty basic, 30 steps, euler normal
>>
>>102256202
Are there any sampler/scheduler setup you would recommend over euler/simple?
>>
>>102256249
there's not a magical sampler/scheduler that makes it consistenly better than the others imo
>>
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currently 1.9B in the database but i'm waiting for 2.2B before i do the next update so that it's the biggest image dataset on hf, like two more days maybe
two more weeks and it should be bigger than combined laion-en and laion-multi
>>
>>102256414
you're not afraid of being copyright striked or some shit?
>>
>>102256437
no
>>
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I haven't paid attention in maybe a week, how many dozen Flux news have I missed
>>
>>102256870
there won't be nothing new for Flux until a new finetune arrives, the best case scenario would be in 3-6 months
>>
>>102256870
it's only been out for a month, there'll be a new base model in 5 more
>>
>>102256870
SD3.1 will make it obsolete.
>>
Been out of the game a while and just installed flux dev fp8 with forgeui.. getting gpu vram warnings about degrading my card (4080/16GB). How do I install xformers? And anything else I can optimize?

Also what default samplers and steps to use? What does loweing the gpu weights MB actually do?
>>
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>>102256921
nice joke Lykon
>>
>>102256921
I want to believe, but I don't
>>
>>102256931
go for Q8_0 instead of fp8, it's closer to fp16 in quality
>>
>>102256921
not even SAI's 16B model beats Flux
>>
>>102256955
>not even SAI's 16B model beats Flux
this, they went all in and it didn't work
>>
>>102256952
NTA
is the Q8 slow down with stacked loras fixed? only tried it on Comfy but after the first each additional lora gives some >40% slowdown
>>
>>102256986
yeah it's slower, city is trying to fix it and desu I never go over 3 loras at the same time, going further mess up with vanilla flux weights' too much
>>
>>102256890
>>102256905
So things have finally slowed down? In the last month there were new quants, Comfy nodes, training methods, etc. every single day
>>
>>102257039
what else can be improved but with finetunes anon? maybe having a better controlnet and InstantID would be nice yeah
>>
>>102257039
controlnet I guess
I haven't bothered with it
>>
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>>102257039
Two more weeks anon
>>
>>102256921
still waiting for that updated SD3 medium model. But just like the initial release it seems to be delayed again and again. Probably riddled with issues like the last one and by the time it's out it's gonna be obsolete. It's time for SAI to shut down and have real professionals advance this space
>>
>>102256952
>>102256952
I got a gguf one, it gives me an error where fp8 dpoesnt
>loader.py", line 59, in load_huggingface_component
assert isinstance(state_dict, dict) and len(state_dict) > 16, 'You do not have CLIP state dict!'
AssertionError: You do not have CLIP state dict!
You do not have CLIP state dict!
>>
>>102257147
you're using forge? because it's working fine on comfyui
>>
>>102257117
>It's time for SAI to shut down and have real professionals advance this space
they had real professionals, but the competent ones were alienated by their cucked policies so they left and made Flux, dare I say based?
>>
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I am ignorant, help me. Will SD just carry on indefinably, or is there a point where it will surely be phased out and replaced by other technology? How future-proof are SD-related skills?
>>
>>102257412
It's a good time to be trained on Commodore 64
>>
>>102257412
sdhc replaced it, then sdxc
I dunno what we're up to now
>>
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>>102257397
>composite/matte painting/set
try to add "In a oil painting fantasy illustration style." infront

>>102257397
>flux dev fp8 base model
I am using fp16, but anons here say q8 is better than fp8, so if you dont have a 4090 use that instead of fp8 (pic related)

>>102257397
>Do the photos need to be low res?
you should gen at max 1-1.5 Megapixel for photos or nasty raster patterns appear (so 1280x720/1216x832 and maybe 1536x1280 if you are lucky) .. for real hires use UltimateUpscale, the tiled upsacales work really really well with flux, just dont use any seam fix and raise the tiles to maybe 1024x1024 or 768x768
>>
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https://github.com/comfyanonymous/ComfyUI/commit/dc2eb75b8520ab0c838e07224312a95098cccf6a
so that means that the next time you're installing ComfyUi you'll get torch 2.3.1 + cu124?
>>
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>ComfyUI NetDist
>T5 on a pc with a 1060
>Flux on laptop with a 1060

sweet
>>
>>102257540
good, cause cuda 12.4 version gives better results
>>
>>102257517
I mean, I take a photo (real) of my friend, and I wanna do a background replacement, not a total greenscreen.. lets say its greyish looking street, then we replace it with greyish looking cobblestone, maybe some shit off in the distance in the background. Or in a forest, and I wanna turn the scrubby shit forest into more of a magical looking forest etc. Id like to keep the high resolution of the original photo, so some way to tile it.. maybe img2img tiled? Back in photoshop and mask the real person back in unless it can preserve that part of the image?

Matte painting is a term for films/movies, like digital set extension. Yeah using a 16gb 4080. My pic related was unrelated.
>>
>>102257545
it's faster aswell?
>>
>>102257555
no.. thats pytorch 2.5.0 .. which is about 20-25% faster for me on a 4090
>>
>>102255802
where did you get my photo?
>>
>>102257555
I updated comfy and torch at the same time, but my inference speed increased to where I can gen at 1.6MP in the same time as 1MP on the old version
and that was 2.4, won't be updated to 2.5 until it's stable
>>
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>>102257547
you can gen pictures with simple background very easy on flux, pic related is
>Black background. Highly reflective floor.
you can choose any color you want and post-process very easy with these gens
>>
>>102257559
nta but are you running 12.4+2.5? I'm going to give that combo a try later and see if it improves anything for me with my 4090. At the moment I'm getting about 1.2it/s on a basic 1024x1024 30 steps, no lora.
>>
>>102257599
haven't noticed, I don't gen a lot of pulp cult anime illustrations from japan of a detective with a death stare yelling
>>
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>>102257590
From a real photo, I want to change the background on a photo but keep the real person for example. I did some stuff last year in SD1.5 just with anime characters using control nets and poses and loved the backgrounds in settings.
>>
>>102257599
thats with 12.1 .. dont post that picture till the anon who made it updated it with 12.4
>>
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>>102257576
>that was 2.4, won't be updated to 2.5 until it's stable
2.4 looks fucked though
>>
>>102257623
update that to Cuda 12.4 pls
>>
>>102257613
>I don't gen a lot of pulp cult anime illustrations from japan of a detective with a death stare yelling
as if it's fucked on this simple example and not on others
>>
>>102257615
ow well inpainting should work
>>
>>102257629
2.3 wasn't perfect either, go find an example where 2.4 beats that, you know it exists
>>
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love milfs with 6 fingers lads
>>
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>>102257543
>>
>>102257534
lol nice one
>>
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>>102257543
>>102257791
thats some nice nodes! I should hook my old 3070 up and put T5 on it remotely
>>
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The missile knows where it is
>>
here's some comparisons between torch 2.3.1 + cu121 and torch 2.5.0 + cu124:
https://imgsli.com/Mjk0Njk3
https://imgsli.com/Mjk0Njk4
https://imgsli.com/Mjk0NzAx
https://imgsli.com/Mjk0NzA5
>>
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BR miku
>>
does the new(est?) torch make training faster?
even 2% would cut over an hour off
>>
>>102257955
Looks like 2.3.1 + cu121 has better details, and on this one Rei has her short hair at least.
>>
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>>102257989
it's indeed faster, but the quality is different than 2.3.1 for interence, it's up to you to take the risk or not, maybe for training it won't make such difference
>>
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>>102257839
it certainly speeds things up when you only have 6gb of vram, relatively speaking
>>
>>102257955
I never expected the difference to be this big, why is it the case?
>>
>>102258114
tensors and stuff
>>
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flux giving me random realism gens always trips me out. its like a damn jump scare.
>>
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I can't believe they invited her onto the late show
>>
>>102253191
What is the difference from doing this and just going to Google images and typing in skulls with roses at the end of the day?
>>
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>>102258114
Each version of Pytorch will give you different results because they add some new optimization techniques, now the question of whether each new version gives worse and worse results remains to be answered.
>>
>>102257955
thanks for your research .. I think I prefer the details and clarity of 2.5.0+cu124
>>
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>>102257955
>https://imgsli.com/Mjk0Njk3
look at the guitar of the aliens, on 2.3.1 it's coherent, on 2.5.0 it's more like a mess, there's even a mic floating around for no reason
>>
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starting to feel like camping weather around here
>>
>>102258344
yes .. but what I like about the 2.5.0 version is the text, its clearer and it is all in the same angle
>>
>>102258344
seed vs seed is a retarded way to compare especially when the noise generation has been changed, the only real way to compare is to take 10+ random generations for each version and compare them in aggregate
also a model will likely need to be trained on Pytorch 2.5.0 to have the best possible result because it's conditioned on a previous version's noise pattern
>>
>>102256921
First one to say "Screw it! add back artist's names will win for me."
>>
>>102258394
>also a model will likely need to be trained on Pytorch 2.5.0 to have the best possible result because it's conditioned on a previous version's noise pattern
we don't know what pytorch version the BFL have used to pretrain Flux, probably something old like 2.2, training takes time
>>
>>102258416
>First one to say "Screw it! add back artist's names will win for me."
SD1.5 is still the best local model for that innit?
>>
>>102258417
I know, I'm just saying. Ultimately the speed up is going to be worth any variability imo.
>>
>>102258388
Idk, not a big fan of the "VS" having a different color than the rest of the text, that's something you can see on lower quants than Q8_0 (I used Q8_0 to make those torch comparisons)
>>
>>102258438
>Ultimately the speed up is going to be worth any variability imo.
it's not like we have a choice on that matter, in 1 years, 2.3.1 will be "deprecated" and unusable on ComfyUi, so we'll be forced to use newer versions, even if I'd prefer to keep the quality of older versions
>>
>>102258456
Your preference is made up bullshit, hope you understand that. That's like having a favorite seed because it made a good image once.
>>
>>102258461
>Your preference is made up bullshit, hope you understand that.
oh the irony.
>>
>>102258476
There is no irony you fucking retard. I can't believe people are falling in love with noise algorithm versions because they compared two images once.
>>
>just use q8
Literally 2+ minutes before it started genning while locking up the system enough I can't do other stuff and at half the speed of fp8 and had to add 3 vaes/text encoders so it would stop being like
>muh state dict
>>
>>102258461
>hat's like having a favorite seed because it made a good image once.
are you a retarded nigger? There was 4 images tested, and on the 4 of them, torch 2.3.1 wins >>102257955
>>
>>102258490
go fuck yourself you 2 digit IQ morron, you're the kind of retard who only want to go for the new shinny thing without questioning anything, you're the literal definition of a nigger
>>
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this just popped up in my fb feed. could be helpful to fellow AI Artists / Engineers.
>>
>>102258506
Wow a full four images tested? On the same seed?

>>102258524
the 2 digit IQ moron is the person enshrining noise patterns on a 1 digit sample size
>>
>>102258539
yes it's the same seed for each picture, same exact settings, and keep repeating the "once" bullshit like the nigger you are, when in reality it's 4-0 for torch 2.3.1, feel free to use the new versions without even questioning yourself if the quality decrease is worth it, fucking NPC retarded nigger
>>
>>102258556
all you proved is that seed is better on one version than the other
that doesn't prove anything about whether the version is actually better
let me know if your two digit IQ needs this explained
>>
>>102258505
Post workflow
>>
>>102258426
I prefer SDXL, because of the default size, but SD1.5 did painterly styles with great taste out of the box.
It's a pity that there isn't really much interest in loras for classic artists for Flux. In Civitai it looks like it's just two guy randomly expanding the selection but I think they aren't doing such a great job.
>>
>>102258384
That is a ROTUND camper
>>
>>102258577
all you proved is that seed is better on one version than the other
This is one of the most retarded thing I've ever read this year, you really surpassed yourself on that one debo, even by your standards that's a new low. How the fuck do you manage to even survive with such a tiny brain? That's fascinating.
>>
>>102258581
Used q8 ggug and added ae, clip_l and t5xxl, type some text click gen took 2+ fucking minutes to load. It's not the ae, clip_l etc it loaded pretty much straight away on another safetensors flux model that's not q8
>13700k
>rtx 4080
>>
>>102258624
59 words and you still said nothing
I'm actually impressed, I doubt I could do that
>>
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Asuka...
>>
>>102258577
>all you proved is that seed is better on one version than the other
https://www.youtube.com/watch?v=5hfYJsQAhl0
>>
>>102258667
I actually can't care less if you stay on an old version, self-harm through stupidity and superstition doesn't hurt me. I'm stating an objective fact that your test doesn't mean anything and the only real, objective fact, is 2.5.0 is 20% faster.
>>
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>>102258660
>>
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>>102258699
Also omg migu!!!
>>
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last one from the camper gen, just because it went off the rails on its own
>>
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Post mikus
>>
>>102258704
>>102258778
>>
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trying to do a giantess perspective shot but got giant squid instead
>>
>>102253191
Does anybody have a retard spoonfeed guide for using ComfyUI on runpod? How to download models, nodes, controlnets, etc?
>>
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>>
https://arxiv.org/abs/2409.03137
https://github.com/nanowell/AdEMAMix-Optimizer-Pytorch
>AdEMAMix LLM trained on 101B tokens performs comparably to an AdamW model trained on 197B tokens (+95%).
Holy fuck!
>>
It's ready, the next loaf of...
>>102258945
>>102258945
>>102258945
>>
>>102258980
that could be used for image model loras and finetuning right?
>>
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>>
fox
>>
So is a1111 dead? Flux support never ever?



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