>mfw Resource news

09/26/2025

>NewtonGen: Physics-Consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
https://github.com/pandayuanyu/NewtonGen

>CHARM: Control-point-based 3D Anime Hairstyle Auto-Regressive Modeling
https://hyzcluster.github.io/charm

>Nunchaku Lightning Qwen-Image-Edit-2509 Models
https://huggingface.co/nunchaku-tech/nunchaku-qwen-image-edit-2509/tree/main

>ComfyUI-BooruBrowser
https://github.com/GreenLandisaLie/ComfyUI-BooruBrowser

>Hunyuan3D Part
https://github.com/Tencent-Hunyuan/Hunyuan3D-Part

09/25/2025

>From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition
https://github.com/lynn-ling-lo/Prompt2Progression

>Santodan Custom Wildcard Manager
https://github.com/Santodan/santodan-custom-nodes-comfyui

>PG Nodes Lazy Prompt
https://github.com/GizmoR13/PG-Nodes

>Pocket Comfy: Mobile-first control panel for ComfyUI
https://github.com/PastLifeDreamer/Pocket-Comfy

>CozyGen: A Mobile-Friendly ComfyUI Controller
https://github.com/gsusgg/ComfyUI_CozyGen

09/24/2025

>Wan video 2.2 Animate preprocessing
https://github.com/kijai/ComfyUI-WanAnimatePreprocess

>Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
https://research.nvidia.com/labs/toronto-ai/lyra

>OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
https://mlpc-ucsd.github.io/OverLayBench

>Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation
https://github.com/QC-LY/UiG

>nunchaku-qwen-image-edit-2509
https://huggingface.co/nunchaku-tech/nunchaku-qwen-image-edit-2509

09/23/2025

>Qwen3-VL: Sharper Vision, Deeper Thought, Broader Action
https://huggingface.co/Qwen/Qwen3-VL-235B-A22B-Instruct
https://huggingface.co/Qwen/Qwen3-VL-235B-A22B-Thinking

>Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers
https://cvlab-kaist.github.io/Seg4Diff

>mfw Research news

09/26/2025

>SD3.5-Flash: Distribution-Guided Distillation of Generative Flows
https://hmrishavbandy.github.io/sd35flash

>Does FLUX Already Know How to Perform Physically Plausible Image Composition?
https://arxiv.org/abs/2509.21278

>Poisoning Prompt-Guided Sampling in Video Large Language Models
https://arxiv.org/abs/2509.20851

>ARMesh: Autoregressive Mesh Generation via Next-Level-of-Detail Prediction
https://jblei.site/proj/armesh

>Federated Domain Generalization with Domain-specific Soft Prompts Generation
https://arxiv.org/abs/2509.20807

>CusEnhancer: A Zero-Shot Scene and Controllability Enhancement Method for Photo Customization via ResInversion
https://arxiv.org/abs/2509.20775

>Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation
https://arxiv.org/abs/2509.21257

>Learning to Look: Cognitive Attention Alignment with Vision-Language Models
https://arxiv.org/abs/2509.21247

>Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets
https://arxiv.org/abs/2509.21245

>Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation
https://amirkasaei.com/eval-the-evals

>Can Less Precise Be More Reliable? A Systematic Evaluation of Quantization's Impact on CLIP Beyond Accuracy
https://arxiv.org/abs/2509.21173

>WAVECLIP: Wavelet Tokenization for Adaptive-Resolution CLIP
https://arxiv.org/abs/2509.21153

>The Unwinnable Arms Race of AI Image Detection
https://arxiv.org/abs/2509.21135

>UniTransfer: Video Concept Transfer via Progressive Spatial and Timestep Decomposition
https://yu-shaonian.github.io/UniTransfer-Web

>Seedream 4.0: Toward Next-generation Multimodal Image Generation
https://arxiv.org/abs/2509.20427

>Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts
https://arxiv.org/abs/2412.02687

>Training-Free Layout-to-Image Generation with Marginal Attention Constraints
https://arxiv.org/abs/2411.10495

First for containment general

>nigbo

schizophrenic situation

my schizo power is too much to contain in one general

I've started seeing a couple of videos that are AI, but I can't immediately identify them as AI. Has a better AI model for videos come out recently?

>>106711443
>>>/g/ldg

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>>106710700

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schizos in MY general? it's more likely than you think.

>>106711459
I don't know why you've linked me that. There are video gens in the sticky here.

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>>106711643
it's just they do so love doing tech support over there, it's what they live for. the more obscure or retarded the problem, the more they love it. sure, it's pathological but who am i to judge?

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>>106712491
do these come from the same workflow as the others?

>>106712465
is this true? I thought they just yelled at anyone who couldnt solve their own problems

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>>106712544
yah, it's all the same workflow

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>>106712587
probably depends on the timezone. idk i was lurking there earlier and i saw mainly tech support, seething at koff who wandered over there for some reason, and veiled crying their God ran has abandoned them. anyway, i'd go there if i needed help with something (as anon obviously) so

>>106712606
>veiled crying their God ran has abandoned them
ran is right here >>106708562

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>>106712589
i kneel to your dedication to chaos. is it parameterized at all (fingers on the scale), or do you just queue up 20 batches and let come what may?

>>106712623
idk, i could show receipts that he (claims) not to be active in threads anymore but i won't. if that is him then lol, lmao even.

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>>106712659
well i switch between two node groups on uncomfyui, one is sort of placedt senttences (simplified, "a chromagirl doing x in y location while z creatures do m, with a n style"), and the other is just ... latent space exploration.
the first group's wildcards are not standard words/phrase, but schizo ramblings with sprinklings of chaos. the second group is pure chaos magic

>>106712659
>he (claims) not to be active in threads anymore
ran gen >>106709355
followed by classic ran reply >>106709481

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>>106712705
i stand corrected then. he always did hate that nickname didn't he? all the more reason to use it

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>>106712702
cool, i kind of figured. kudos for figuring out how to make nu-models be even a little creative. i might have figured it out eventually, but when each batch takes 5 minutes it's a slog. so, being stuck on 1.5 for the foreseeable future, i went with an angle that (mostly) hides the jank

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>>106712765
i used flux-dev de-distilled for a long time before chrorma came along so i got used to 5-7 mins per gen

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>>106712785
what gpu?

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>>106712846
3090ti

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gn all

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>>106713000
gn

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and then there were two.

>>106713096
are you talking to me?

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>>106713127
obviously, who else is there?

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>>106713050
I'm here too
I need to brainstorm a new gen
and try to get suno to do something too. I have a suno theory I want to try out

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>>106713137
sneaky deboeses

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>>106713137
idk what the shitters on reddit are crying about, i'm 80% through reworking "at will" and it's done some good stuff with the new prompt. just an endless cycle of tweaking phrasing. i was worried that my suno prompt prompt structure wouldn't work anymore, but what i've found works best for hitting a specific sound is in the lyrics. like, you take a coolio inspired rap song and throw it at a taylor swift prompt, it's gonna come out kinda stupid. you take a coolio prompt and force the lyric structure to be coolio, and you get something coolio-adjacent. now i want to make a coolio song lol

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>>106713178
i expect it's like the "ai boyfriend" people. you get into a groove, adjusted carefully to suit something missing in your soul and then )))they((( change something and it's like an attack on your very being. "look at what you have STOLEN from me! how dare you! i thought i found the panacea to my ache, and it has turned to ash in my mouth."

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also, lmao at the very human tendency to believe various things far beyond our control actually belong to us. spend 15 minutes on /v/ and you'll run across a dozen posts crying about how "they have ruined X, my childhood was wasted". idk bro, that sounds like a (you) problem.

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is it nostalgia? delusion? "this belongs to me because i wove it into my identity" like nigga what did you expect? change is the only thing that exists. good? bad? not a thing.

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it gets better, as they twist upon the vine. SOULLESS they cry. as if that meant something other than "it's different than i remembered". even the most dyed in the wool progressives have this small c conservatism. they're chomping at the bit to remake the world in their image, but as it turns out, there are things even they would never change. oopsie poopsie my progressive friend, what did you think radical action meant? vibes? papers? no it means super mario now identifies as woman, and he and peach are in a committed lesbian relationship.

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and that's a good thing. but it rings hollow, because their ten year old self still lives in the recesses of the mind and he is screaming "THIS SUCKS"

>>106710700
unless you are having sex in that bed with your girlfriends/wives watching, having a bed in the center of the room is psychopathic

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>>106713273
say what?

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well, since anon turned out to be a dud back to the point: they changed it, now it sucks. an insidious point of view. not because change is good in and of itself, but because it is inevitable. "i want things to stay the same forever." just listen to yourself.

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>>106713276
>SAY WHAAAAAT?

>>106713276
the palacing of that bed in OPs picture is wrong, unless you have hot orgies with your wives/girlfriends/concubines.

it'd be a wierd sleeping location, ripe for the shadow people to haunt, is what i'm saying.

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>>106713311
>he didn't just post
>what
ngmi

>>106713313
ok i see where you're going with this. indeed, that room, as presented doesn't make a lot of sense. on the other hand, it's unusual heart shape precludes a lot of "standard bed positioning" practices, i.e., the head of the bed, at least, must abut a wall. all that's missing from this scene is a black leather couch.

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https://suno.com/s/Eo5jSmvOKWLzjWhn
go hard

>>106713178
reddit complains about everything
its how they cope with their inability to enjoy anything

>>106713204
>"they have ruined X, my childhood was wasted"
in their defense, they do ruin literally everything. you don't have control over everything going to shit, you only have control over whether you cry like a baby about it

>>106713273
>having a bed in the center of the room is psychopathic
I hope you never see my rimworld colonies

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>>106713326
on the other hand, this could just be a reflection of your poverty, anon. i mean, sure, we look at this and think "must be a creepy sex dungeon" but our betters see "we're gonna have fun next weekend in the haunted heart shaped sex room for kinky sex havers"

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>>106713350
the old thing still exists. and i don't want to hear /v/ermin arguments like "but they delisted it from steam!" if you can't be bothered to procure it from literally anywhere else, then you don't really care and you can eat shit and die.

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>>106713364
>inb4 but they decommissioned the servers
personal problem. no one made you get addicted to that live service. you probably make fun of crack heads.

>>106713364
>>106713375
Schizo self talk

Are there people who do cheap commissions for high quality nsfw generations?
I wanna generate some stuff for my erotica buy Im too lazy to learn how to use local ai gen.

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>>106713382
>he's never replied to himself to reiterate a point
the absolute state

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>>106713364
>the old thing still exists
true. people want more of old thing then get mad when its new thing instead. sometimes new thing is even good, but its different from old thing so people sperg out anyway

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>>106713390
not here lol. unless you will pay me for things like pic rel, in which case... seriously though, i'm sure there are 1 million jeets providing this service, where to find them, or whether they're any good... "signs point to no"

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>>106713405
i'm over the constant complaining. the entire internet is just pointless seething about anything and everything, all of the time. it's all so tiresome. as if the retards on reddit are any better/worse than the swine infesting this hellsite. myself included, obviously.

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>>106710700
>>106713326
>>106713350
something like this
just off to the side, this opens up the room and gives more space

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>>106713431
it's ok, but she gets the left side of the bed lmao

>>106713313
>>106713273
That is exactly how my modded playthrough of Stardew Valley is going.

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>>106713431
swap the bed with the dresser under the window, rotate bed 90 degrees counter clockwise.
alternatively, move bed as described above, and rearrange the pots to bed previous location, extra dresser goes next to right side of bed.

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>>106713459
upon reflection, i probably could have told chatgpt to do that. but an echo of my ancestors cries out and i realize that it is better if anon does the edit.

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>>106713390
you can prob find people on twitter

>>106713423
>i'm over the constant complaining.
you have almost become enlightened. next is to free yourself from the complaining of complaining. then you will reach nirvana

>>106713431
I'm studying the room more now. it has a dining table, which suggests it might be an inn or visitor's accommodation. there's also fencing instead of walls on the bottom, suggesting its maybe a loft or something. therefor, I might posit that the bed was centered by the owner/management to prevent guests from tap dancing or other noisy activities that would bother the other occupants

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>>106713470
if you can't complain about complaining then why live? hypocrisy? never heard of it.

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>>106713474
>then why live?
live for joy

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>>106713521
my joy is in complaining about complaining.

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my joy is anger

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my joy is hatred

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my joy is cookies

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>>106713580
Morning. What kind of cookies are your favorite?

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my joy is yours

at will (velvet ruin)
https://suno.com/s/sj02VQlZs4HzXATU

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>>106713633
hard to top soft chocolate chip cookies. simple yet unsurpassed. but sometimes I'm in the mood for sugar cookies. or oreos. or double fudge. or anything mostly (except oatmeal. BLECH)

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>>106713661
Nice. I used to eat those famous Amos mini cookies in high school all the time. They were crunchy chocolate chip, not soft, but they were still delicious.

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>>106713666
checked
thats are pretty good. you dont have a sweet tooth anymore?

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>>106713666
ahh what's that? is it? oh shit, it's fuckin lavender! i already threw up in my mouth, a little bit. ahh yep blurgh.

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>>106713678
oh i forgot to say good gen though
*hurp*

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>>106713673
Well, I'm not in high school anymore and mainlining cookies, if that's what you mean lol. I enjoy sweet things of course, like any other person. But I'm more of a sweetened tea kind and fruity flavored treat kind of guy rather than cookie type stuff. When it comes to dessert or candy type stuff, I'd much rather have some Swedish fish than a slice of chocolate cake.

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>>106713687
>sweetened tea
hmm, this feels like a regional tip off
>Swedish fish
damn I havent these in ages. might have to buy some next time I have a sweets craving

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>>106713706
>might buy some
DO IT.

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>>106713708
do you eat them all in one sitting?
cuz thats how I do
which is also why I usually am able to talk myself out of candy xD

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>>106713723
No I dont. I can't imagine eating that much candy in one sitting. I'd get sick of them before I finish to the box or bag.

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>>106713726
heh
thats my super power
getting sick has never stopped me from stuffing my face B)

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>>106713753
Lol

>nigbo

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oh yeah right

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i have thw willgly bilgliyts

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i don't

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>yfw

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and then

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well as we all know, nothing happened.

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wasted on you

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hahahahahahaha

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https://suno.com/s/s6zvbSGVfuTZQKdK

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saved the best for last, didn't we?
yes we did.

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you don't deserve this. this belongs to something better

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mm hmmm all right!~~
https://suno.com/s/SEMiHaK2LUHQYqru

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not mad just disappointed

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their hymn unholy
https://suno.com/s/TTy3GOtAW0KruTub

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how can i fix this?
https://suno.com/s/Db8AA1naIx2yRARZ

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hmm

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that's all, folks!

Thank god for the thread split.

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>2022
>my gf (a 2d artist) after I show her SD
>WTF THIS IS LITERAL SATAN!!
>2025
>my gf (still a 2d artist) after I turn off local SD for 5 minutes
>WTF WHERE'S MY SD??
I just can't win.

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>>106697847
>The Platonic Universe: Do Foundation Models See the Same Sky?
I found this paper very interesting. I wonder how much unknown knowledge is buried in the larger models.
>sufficiently scaled up neural networks learn universal structural patterns transcending their training domains.
>As our models become larger and are trained on more diverse tasks, they converge toward a Platonic ideal representation: a perfect lossless Form of our underlying reality.
>>106714353
Thanks for making so much cool music to listen to. Goodnight.

i miss schizo anon

I SEE OUR RESIDENT SCHIZO IS IN FULL FLOW TODAY

imposter

why post a fucking wall of same-looking shit?

the fake activity is taking over
it's very obvious this general has nothing to do with 4chan at all and should be a discord

>>106714904
>カガミノコエ

TALKING TO YOU

>SDG
SCHIZO DIFFUSION GENERAL

>>106714939
sorry, I don't read this heathen shit.

>>106714952
it seems like every general is getting their own schizo these days. I stopped reading /dpt/ ever since compiler schizo appeared.

>>106715012
we're so back bois

Hello /sdg/,

I get local vs cloud, and anime makes sense on an anime website.
But what's your deal?

You should merge with the other threads. You don't really have your own thing going.
If you're into the art side, /ldg/, /de3/ or /adt/ would take you.

>>106710700
What's the source for the OP image? I've been looking for a model that can do decent pixel art

>>106715258
theres a reason all the schizos are here. we dont want them anywhere near our generals.

this is containment. stay put schizos. stay.

>>106715321
Any model can do pixel art. Learn how to prompt properly.

>>106715258
It's a containment general for n*gbo

>>106715405
If you have examples, I'd love to see them. I tried a bunch of different models and loras a while back, trying to generate assets for a pixel art game, and the results were uniformly terrible. My impression is that these models are all trained on "trending on pixeljoint" pics rather than screenshots from games, and as a result they have no idea what top-down perspective is supposed to look like, nor can they inpaint into it.

>>106716015
theres no need to make a 1080p gen if it looks this dogshit

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>>106716055
>1080p gen
except it was a 480p gen, also non genner = no opinion

>>106716077
sadly this isnt good either. you really need to put in more effort into your prompts and images when youre doing i2v

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>>106716092
>and images
these are not my images, they were posted on here in a previous thread. But I do appreciate the trolling attempt, and for bumping the thread of course.

>>106716113
>posted on here

figures... I almost forget I was in /sdg/

>>106716130
but at least you didn't have to use a meme flag or a vpn this time

>>106716163
why would I? Im just trying to help anons up their game

>>106716170
non genners are too low IQ to help with anything technical, stick to /pw/

>>106716182
>non genners

said the nogen

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>>106715061
Cool

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>>106716015
this is great
thanks for this

>>106716463
these fluid dynamics are so cool

>>106716503
>yes I use 5G, how could you tell?

>vibe killed

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>>106716503
he's so powerful

i'm so happy the heckin valid and cute カガミノコエ decided to garbage dump 72 images so n*gbo can soon, ... eh i mean "baker anon" can soon bake a new thread and the schizo news can be posted

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>>106714809
btw, awesome to see someone engaging with the research papers! very glad you found something interesting in the news

>>106716503
wow this is bad

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Its cold and overcast and I am sad today :(

debo

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>>106717490
Woah

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Anyone can share a link or the safetensor via catbox for a boob size slider for Flux? I lost mine accidentallyand can't find it anywhere.

Is there a preferred upscale or hi res fix workflow?

>>106710700
hey anons which UI can let me create pics of a character by just uploading a model sheet as a base so I can use it instead of training a lora?

i wonder why ani doesn't post here

>>106718105
He posted once in the last 1.5 years (i think) but only to get d*bo to add his commercial product to OP, which of course he did

>>106718309
ouch

debonair

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Morning anons

>gm

>>106712465
OK. And what does that have to do with my question? I feel like I'm caught up in some highschool tier drama, not that it's any better in their thread either.

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>>106718850
nothin i guess. anyway, i didn't link you there i was just extrapolating why anon did. have new ai video models come out? probably. i doubt any local models are making anything as good as the big labs but its happened before.

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>>106718355

>>106719530
debo uses it on the pubes

feel'in schizophrenic

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>>106718355>>106719704
Ow

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>>106719530
kek

>>106719716
debo is hairless and smooth all over

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Here's a tiny workflow while I'm learning what nodes do. what are some other nodes I should experiment with for generating?

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is this truly the end

>>106719838
you've got all the core basics in there

>>106719842
She knows you are a stalker.

where has pw gone? I miss that little qt

>>106719878
pw has a job

>>106719891
its the weekend duhh

>>106719897
its a service industry job (restaurant cook)

>>106719917
oh damn

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>>106719946
>>106719946