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Discussion and Development of Local Image, Video, and Music Models

Previous: >>109216248

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://civitai.com
https://civitaiarchive.com
https://openmodeldb.info

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/tdrussell/diffusion-pipe
https://github.com/kohya-ss/sd-scripts
https://github.com/kohya-ss/musubi-tuner

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo

>Z
https://huggingface.co/Tongyi-MAI/Z-Image

>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
https://animadex.net

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

>Wan
https://github.com/Wan-Video/Wan2.2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg
>>
>mfw Resource news

07/07/2026

>AnyStyle: A Single LoRA is Sufficient for Image-Guided Style Transfer
https://github.com/Yvan1001/AnyStyle

>From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation
https://github.com/zzdrill/From-Open-Loop-to-Closed-Loop

>EMPURPLE: A Free Lunch for Diffusion Distillation based on the Information Bottleneck
https://github.com/TheLovesOfLadyPurple/Empurple-Training-Free-Algorithm-To-enhance-Diversity-of-The-Diffusion-Distillation-Model

>G2VD: Generalizable AI-Generated Video Detection via Counterfactual Intervention and Causal Disentanglement
https://github.com/dumeng98/G2VD

>ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog
https://aka.ms/ResearchStudio

>Enhancing Video Physical Consistency via Role-aware Joint Training and Modality-decoupled Denoising
https://tom-zgt.github.io/VPT

>How to Build Digital Humans? From Priors to Photorealistic Avatars
https://wojciechzielonka.com/how-to-build-digital-humans

>FLUX.2-klein-9B Text Encoder — Pruned 5.1B
https://huggingface.co/SearchingMan/FLUX.2-klein-9B-Text-Encoder-Pruned-5.1B

>Media Synthesis Museum: generate with old school models locally or on HF
https://huggingface.co/mediasynthesismuseum

>LTX-Best-Face-ID — LTX-2.3 Identity LoRA (Reference-to-Video / IPT2V)
https://huggingface.co/Alissonerdx/LTX-Best-Face-ID

07/06/2026

>SesquiLSR: Arbitrary scale latent upscaler for SDXL, Flux, Flux2, and Wan 2.1/Anima/Qwen Image
https://github.com/LoganBooker/SesquiLSR

>SeFi-Image-5B-Turbo
https://huggingface.co/realrebelai/SeFi-Image-5B-Turbo/tree/main

>krea2-detail-enhancer-edit-lora
https://huggingface.co/reverentelusarca/krea2-detail-enhancer-edit-lora

07/05/2026

>Starnodes Model Converter
https://github.com/Starnodes2024/comfyui-starnodes-modelconverter

>Speech Swift: AI speech models for Apple Silicon
https://github.com/soniqo/speech-swift
>>
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
bro this is the grossest op image on the internet never post this shit again
>>
>mfw Research news

07/07/2026

>Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model
https://arxiv.org/abs/2607.03509

>Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment
https://aura-project-page.github.io

>Efficient bias mitigation in T2I diffusion models using Concept Graphs
https://arxiv.org/abs/2607.03397

>Vidu S1: Real-Time Interactive Video Generation
https://vidu.com/vidu-stream

>Perceptual Flow Matching for Few-Step Generative Modeling
https://arxiv.org/abs/2607.03524

>EmCom-Diffusion: Probing Visual Reflection in Emergent Languages via Image Generation
https://arxiv.org/abs/2607.03752

>CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation
https://arxiv.org/abs/2607.03803

>FairFlow: Demystifying and Mitigating Stereotype Bias in T2I DiT
https://arxiv.org/abs/2607.03180

>Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models
https://arxiv.org/abs/2607.04461

>How Do Diffusion Classifiers Decide? A Bias-Centric Evaluation
https://arxiv.org/abs/2607.03831

>A Decomposable Probe for Few-Step Diffusion Models: Prompt, Latent, and Score Selectivity across Backbone Families and Distillation Paradigms
https://arxiv.org/abs/2607.03256

>Reward Lightning: Fast Video Generation via Homologous Preference Distillation
https://reward-lightning.github.io

>Self-Improving Diffusion Classifiers with Minority Preference Optimization
https://arxiv.org/abs/2607.03770

>DICT: Data Injection and Contrastive Trajectory Refinement for Conditional Image Generation with Diffusion Models
https://arxiv.org/abs/2607.03899

>SAD-LoRA: Spectral Alignment for Low-Rank Knowledge Distillation
https://arxiv.org/abs/2607.04306

>When Geometry Aligns: Dihedral Hidden-State Transformations in UNet, ViT, and DiT Architectures
https://arxiv.org/abs/2607.03580

>TORINO: Token Reduction via Interpretable Concept Overlap in VLMs
https://arxiv.org/abs/2607.04593
>>
>>109223210
>>109223218
Fuck off debo
>>
fuck you OP
>>
File: debo_sc_k2_00013_.png (2.5 MB, 1792x977)
2.5 MB PNG
>>109223224
you're welcome!
>>
Fuck Illiterate OP Edition

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
cope and seethe retards
>>
>>109223249
>calls others retarded
>can barely make a thread and forgot the subject line and had to remake the whole thread again
>still got it wrong
TOP KEK
>>
smoking is bad for you.
>>
>>109223266
yeah but at least he can stop if he decides to. You however will never stop being retarded.
>>
>>109223207
Do any of you know of any good AI image detectors? Maybe it's because I've generated a lot of AI smut myself or maybe I just have poor taste, but I can't tell if link rel is AI or not:

https://files.catbox.moe/06pd8c.jpg

I'm tempted to say "wow AI is really that good" but I don't have the slightest hint of creativity or taste in my body so I'm the last person to be making that judgment call
>>
>>109223258
>>still got it wrong
how?
>>
>>109223207
very funny joke anon
>>
>>109223290
my eyes says not AI
>t. gens too much
>>
>>109223290
I don't think it is, but it can be traced or edited from one
at some point it doesn't matter anymore though, I'm mostly irked by people claiming sudden enlightenment and "drawing" way better art randomly
>>
>>109223290
the nipples, cum, and position give it away for me. this is AI
>>
Can you kind of "uncensor" ideogram or krea2 if you give it input from an uncensored model?
Or do you still need to use loras and tricks?
>>
>>109223290
It looks edited AI, but it too simple to be 100% sure, the best way is usually to look at multiple works.
>>
>>
>>109223284
Honestly I wouldn't mind being a little dumber.
>>
best model for rubbing a brown one out?
>>
>>109223399
for taking a shit? I guess whatever runs on your phone you retard
>>
>>109223393
>Honestly I wouldn't mind being a little dumber.
Kant thought the same thing, must be nice to be a low IQ cattle, not being aware about how fucked the world actually is...
>>
im gonna take the ace step pill
>>
File: Ideogram__01125_.jpg (721 KB, 2048x1536)
721 KB JPG
>>
>>109223517
acestep.cpp is the best ui to use it
>>
>>109223517
It's not that great, don't hold your breath.
>>
>>109223568
wow thats pretty good.
now make it do soles.
>>
File: 3508708935793580708653.jpg (111 KB, 1920x1080)
111 KB JPG
>>109223568
you know what to do
>>
File: vqcjgQa.jpg (41 KB, 860x484)
41 KB JPG
>>109223568
you know what to do
>>
the acestep pill is tasting a little tinny
>>
sharties won
>>
Too gay to be published. Apologies.
>>
Since the 5090 is officially fucked now, what is the best value GPU to buy for local gen right now (including video)? RTX 5070 Ti? 5060 Ti?
>>
>>109223707
cudu card with the most vram you can afford
>>
>>109223707
Vram is king. Cheapest 16GB Nvidia card to can get your hands on. You ideally want 24GB for video but you can make 16 work
>>
>>109223707
with these prices nothing. just go saas.
>>
>>109223707
>5090
>same price as the name
jeez, what was it in the past? 2000?
>>
>>109220289
Thank you for the reply and sorry for being slow with mine, what UI are you using? Comfy? Forge?
>>
I mean it really could be worse. I wish the vocals were a little less harsh.
https://files.catbox.moe/xmq20j.mp3
>>
>>109223707
>I own a product that has increase in value nearly 2x since I bought it
Holy shit, I almost feel bad using it just to gen anime titties. Almost.
>>
>>109223707
4070 is a strong contender imo
>>
>>109223707
3090 if your focus is video. you will have to use shitty low quality quants with 16gb vram gpus. by quality, i dont just mean image quality. the motion will be shit too.

or you can get a 3090 which has 24gb vram and spend 10 more minutes waiting per gen and get excellent quality
>>
>>109223815
I used Q8 Wan 2.2 and LTX with 16gb vram and trained loras for them, need at least 64gb system ram for offloading though
>>
File: Ideogram__01131_.jpg (727 KB, 2048x1536)
727 KB JPG
>>109223578
>>
File: Ideogram__01138_.jpg (965 KB, 2048x1536)
965 KB JPG
>>109223586
>>109223595
>>
>>109223825
1x 32gb ddr5 stick is $400
thats almost half the price of a 3090 lol
>>
>>109223839
Sterdust watch out! She's gonna put you in the bin, Sterdust! AHHHHH
>>
>>109223855
Couldn't get a folded steel chair to look right kek
>>
>>109223815
Umm, no? I have an RTX 5070 Ti and can gen with wan2.2 just fine using Q8.
>>
>>109223815
what do you mean by excellent quality?
>>
File: 1646373884548.png (558 KB, 1106x1012)
558 KB PNG
>>109223849
I bought 64GB 6000MHz (Hynix die) for $330 AUD (about $220 USD) in June 2025.
The exact same product is now $1452 AUD ($1k USD).
>>
>>109223849
Where were/are people buying cheap 3090s, I rarely seem them online for under a grand?
>>
>>109223800
More expensive than the 5060Ti w/16GB vram. Why would it be better value?
>>
>>109223835
nice!
>>
>>109223894
you could get used 3090s for 600 a while ago, but probably not now.
>>
>>109223887
I feel bad for new pc builders. It's legit unaffordable now for people with entry level jobs or summer college jobs, especially if you want to do AI.
>>
Stuck on AM4 DDR4 for the foreseeable future but at least I got 64GB
>>
>>109223887
Same. I bought 64GB DDR5 for $260. It's now $900. I bought a Samsung 990 Pro 4TB for $300. It's now $700.

Just insane.
>>
>>109223915
noo, mine has appreciated so much I could turn a profit
>>
>>109223211
>>109223233
Thank you anon
>>
remember the "fell for the 16gb" threads?
>>
>boughted a 5070 over a year ago
>still happi with my purchase
>:)
>>
bless you op
>>
How do I get rid of this green/purple dogshit with Krea?
>>
>>109224056
>>109217226
>you just need to use the "Krea2-Turbo_raw_v2-Prompt-Rescale-adherance-nsfw-filter-bypass-v7-LoRA-Textual-Embedding" lora at 0.743. This will allow the Letter "U" in the word "cum". You then have to install the "Krea2-Enhance-Vector-negPipe-rescale-adetailer++" node which you use as a 4 pass workflow back into itself. I did this and it worked like 3 times out of 5.
>>
>>109223290
>Do any of you know of any good AI image detectors?
None of them will ever be good because they are inherently trivial to trick.
>>
>>109224076
>being served your own pasta
hate to be right.
>>
File: ComfyUI_01702_.jpg (1.08 MB, 2344x2344)
1.08 MB JPG
>>
File: Krea2_turbo_00311_.png (1.73 MB, 1928x1088)
1.73 MB PNG
Getting krea2 to make front-back images of Migu for acrylic keychains.
>>
>>109224078
>None of them will ever be good because they are inherently trivial to trick.
drawings? maybe
however, it is nearly impossible for realistic ai images to bypass good ai detectors without significantly destroying the image
>>
File: ComfyUI_03896.jpg (1.92 MB, 1500x2000)
1.92 MB JPG
>>109223915
>3090s for 600
That must've been a very short sliver of time. Sorry I missed it.

>>109223998
My particular 4090 apparently goes for $4,500+ online... I could never sell it though.
>>
>>109224099
catbox please
>>
>>109223216
can someone rebake
i do not accept this OP bake
it is not worthy of my gens
>>
>>109224180
no one wants your poop anyways
>>
>>109223358
Is she that chick from the x-files?
>>
>>109224173
name a "good ai detector" and i will prove you wrong
>>
>>109224192
hive moderation
truthscan
sightengine
if you can cleanly bypass all three then you win
>>
>>109224180
>i do not accept this OP bake
>it is not worthy of my gens
My exact feeling but oh well....
>>
>>109224199
>hive moderation
Uploaded a Krea gen and it thought it was from Reve kek
>>
>>109224199
would these even know if you just deep fried your image a little with jpeg compression and spending literally 30 seconds in gimp?
>>
>>109224199
i said name one not three but im too lazy to try for more than 2 minutes so you win i guess
>>
>>109224188
Looks more like Buffy to me.
>>
>>109224243
yes, they specifically train their detection models to counter pixel manipulation and heavy compression
>>109224255
if you want, you could try hive moderation. i gave three because you can eventually brute force your way past one detector, but the others will still flag it as ai generated
>>
File: ayakon_00392_.jpg (2.87 MB, 2809x2867)
2.87 MB JPG
>>
bruh come on
>>
File: 27665.png (2.54 MB, 1472x1088)
2.54 MB PNG
>>109224281
peak, only missing covered_nipples
>>
>nigbo still seething over the rentry
kek
>>
>>109224099
trash, doesn't look like real feet.

>indian<

>>109224178
samefag
>>
>>109224294
>>>/g/DE3
>>
average civitai krea1girl genner be like
>candid pov photo of a girl having her breast grabbed while smiling
>shot on iphone, iso noise, jpeg artifact
>KREA CHINK EDITION
>SEX LORA
>REALISM LORA
>FILTERBYPASS
>REALISM SNAPSHOT
>LENOVO
>SNOFS
>AIO NSFW
>MYSTICXXXXXXXXXXX
>>
>>109223707
>https://www.techpowerup.com/350588/nvidia-geforce-rtx-50-super-gpus-surface-online

give em your coins soon
so you can get even moar expensive rams and nugen ngridias
>>
>>109224502
That's been Civitai for at least three years now
>>
File: 1765419508504459.png (136 KB, 278x274)
136 KB PNG
Anima bros how do you describe this?
I accidentally hit jackpot and now I can't do it again
>>
>>109224559
feed it to the qwen anima uses and ask it to describe it.
>>
>>109224559
green skirt
>>
>>109224564
How do I do that?
>>109224567
Pics or didn't happen
>>
>>109224502
yeah, and?
>>
How do I stop krea from doing the zoom in and actually get like the far away shot with two full people in it instead of the close up?
>>
>>109224559
This should help https://danbooru.donmai.us/wiki_pages/clothes_around_waist
Post full gen tho it looks neat
>>
File: 1779612069349564.png (390 KB, 412x764)
390 KB PNG
>>109224640
I'm doing a ganondorf redesign lol
I was testing Akira Toriyama's Dragon Quest artstyle and it gave me this as a failgen
But I liked it a lot so I'm trying to do it again
Clothes around waist tend to vary a lot but I definitely can do something with prompt editing maybe. As for the pattern on the hanging ends I have no idea
>>
Experimenting again with ace step.
>>
ok, we pull
>>
>>109224639
Specify the parts of the body that should be visible.
>>
>>109224653
>As for the pattern on the hanging ends I have no idea
i looked up "greek pattern" on duckduckgo images and it looks like that
>>
>>109224502
Don’t talk shit about snofs faggot
>>
>>109224710
There's a tag for this type of pattern actually, it's called meandros or meandros trim
Just learned of it myself
>>
Can someone explain why the fuck the first few gens in a day ALWAYS generate extra limbs for me, but after 4 or 5 attempts they normalize, but then if I shut down/suspend for longer than an hour it starts generating extra limbs again?
Mind you, I can stop prompting and play a video game, then start generating again and it'll do just fine.
This happens with both Krea and ZIT btw.
>>
>>109224722
residual latent washback. that's why i always plan ahead for a couple of failgens at the start of any session, it spoils those seeds. just always start with a few single step gens just to get the gunk out.
>>
>>109224726
This sounds like total bullshit desu
>>
>>109224719
kool
>>
>>109224734
It's true anon. imagine residual electricity still lingering in your GPUs VRAM.
>>
>>109224738
Thats why I just wash mine after every use with water
>>
>>109224734
nah there are even some custom comfy nodes floating around for it too
>>
>>109224726
What the actual fuck?
Listen, I know nothing about the supernatural and shit, I just wanna make pictures of women with their tits out. But that shit sounds so much like the occultism bullshit my cousin and her husband are always yapping about.
I remember in a reunion with their nerd friends they said something like "every time you cast a spell you're left with residual maiasmal which can be damaging and spoil future spells, so you have to plan ahead and perform cleansing and banishing rituals" or some fucking bullshit like that.
Are you telling me every time we create an image from nothing we are creating pollution in our graphics cards like that? Are we making magic shit here?
Holy fuck this is getting too weird man. I knew tech was the devil's shit but I didn't know it was this deep.
>>
>>109224571
>How do I do that?
Lurk lmg until you figure out how to run ollama or whatever tickles your fancy. Thoughever Comfy is starting to get into LLM support in-program it seems.
>>
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842 KB PNG
>>
>>109224281
At least use a non slop style please
>>
File: debo_ce_k2_00002.png (2.5 MB, 1024x853)
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>>109224775
lol
>>
>>109224829
it's ayakon, you bigot
>>
Can ZiT do this?
https://files.catbox.moe/ewp5xq.png
>>
yes zit can produce files compatible with catbox.
>>
Still experimenting with ace step.

Repaint is very interesting.
>>
>>109224099
Is this Krea or what? The feet are alright but the noise is godawful
>>
>>109225055
The feet are not alright.
>>
I googled: foot fetish site

If you look at these, you will see the feet look totally different to the ones Krea 2 produces.
>>
my 8gb laptop cannot handle
>codium
>0.6b embedder
>opencode
open all at once. Fuck bros.
>>
>>109225079
Diffusion thread?
>>
>>109225079
>bros
>>
I keep seeing some shitposting about someone accidentally leaving their bbc prompt in a workflow, when did that happen? Archive link?
>>
>>109225139
>bbc prompt
you mean CP BBC prompt
>>
>>109225139
>I keep seeing some shitposting
where?
>>
>>109225149
He's talking about his own shitposting
>>
Most people aren't that into feet.
>>
>>109225163
Foot fetish is not real
>>
ooooh Larry has an opinion.
>>
>>109225139
https://desuarchive.org/g/thread/109209608/#109209784
I have no idea who exactly it is because I don't have encyclopedic knowledge of specific people here.
Be warned it is EXTREMELY fucking haram.
>(adult woman:-1)
>>
>>109223211
>>109223233
Thank you!
>>
>>109225180
>haram
look up aisha
>>
>>109225180
>(adult woman:-1)
that's extremely fucking halal actually
>>
>>109224969
I believe he is capable of more
>>
>>109225219
It's his gimmick chud
>>
File: 17251503078333.png (3.13 MB, 1275x1632)
3.13 MB PNG
>>
>>109225277
Krea 2 could never
>>
>>109223707
>Since the 5090 is officially fucked now
Why is it fucked?
It is working fine on my machine.
>>
>>109225285
buddy you're not gonna believe this
>>
File: 1036286895382221.png (3.35 MB, 1344x1728)
3.35 MB PNG
>>
>>109225298
>buddy

>indian<
>>
I had claude code me a very minimalistic int/float and get/set node pack. It was surprisingly retarded, kept failing all day. Had to do a ton of live coding just to troubleshoot why its results didn't actually appear.

The things I do to satiate my autism..
>>
>>109225360
Use Fable to fix comfyui. It's very busted underneath.

For example, reroute doesn't even work. I quit using it, it will mess up.
>>
>>109225364
Fable was meant to be changed to tokens only yesterday, but they extended it to the 12th. I didn't want to rely on it, opus 4.8 max is comparable for comfy stuff.

This get/set node is able to work between graphs, something the other node packs can't.
To fix comfy would be expensive, probably a week and like 50mil tokens.
>>
>>109225378
>tokens only
what does that mean?
>>
>>109225389
There's subs to the models, 20/90usd a month, the 20 is extremely worth it.
When you reach the weekly limit, you need to pay for tokens. 5-15usd per million tokens.
Fable will be tokens only, it has been usable for subs.
>>
>>109225395
oh, okay
>>
>>109225277
>>109225326
nice
>>
File: ComfyUI_00110_ (1) copy.jpg (3.65 MB, 4320x4320)
3.65 MB JPG
I fucking love this model.
>>
>>109225460
drumpf and adolf linked up. need it or keep it?
>>
>>109225460
squad goals
>>
File: 205133557565309.png (2.15 MB, 1344x1728)
2.15 MB PNG
>>109225417
thx
>>
>sks woman
Who came up with this? Why do it?
>>
>>109225460
>old_gay_couple.jpg
>>
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>>109225501
I don't know who came up with it, but I believe the idea is to use a token that is unique or not really represented in the training of the text encoder so whatever you are training can be associated with that token without any other influence.
>>
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>>109225475
>>109225484
sneed it

>>109225507
GOTTEM
>>
>>109225501
I guess it’s the same as ohwx woman. It ties the LoRA to the concept of woman but gives it a unique token.
>>
>>109225517
>>109225523
But the new clip/text encoder that's being used work much better with short natural language descriptions, even just "photo of <persons name>" is better than some arbitrary unique token. This is not some old dreambooth training when we can use LLM-style encoders.
>>
>>109225561
I think it's the opposite. With older models you absolutely needed good captioning. The newer ones work pretty well with just trigger words or maybe just simple "woman" or "man".
>>
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Babe wake up, another useless image model got released by Nvidia
https://huggingface.co/nvidia/NL-Diffusion-Image
>>
>>109225600
sloppiest demo images in a while.
>>
>>109225460
>>109225522
jews won’t be happy about this
>>
>>109225621
well duh, they thought dlss 5 was good looking. fucking retards.
>>
>>109225631
>>109225621
can't believe this is the same company that made Cuda, almost feels like a fluke because they suck so bad at making actual AI models
>>
https://github.com/Comfy-Org/ComfyUI/pull/14772
>Support gqa on all attention backends
is that supposed to give a boost in speed or something?
>>
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>>109225633
>google invented transformers
>not leading in ai
>nvidia invented cuda
>not leading in ai
it doesn't surprise me
>>
>>109225600
Looks very safe and fun!
>>
>>109225700
Google is making good models though, Gemini is competitive, Nano Banana Pro is still the most realistic image model and Gemma is a great local LLM for its size
>>
>>109225709
oh, right. they still had that code red before they got their act together. nvidia doesn't really rely on making models as part of their business so i don't think they have the same incentive to do something similar
>>
>>109223707
>5090 is officially fucked now
did nvidia they nuke the card with new driver? QRD?
>>
>>109225707
found a pedo
>>
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>>109225688
Slop
>>
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Ideogram makes incredible images, too bad for the licence though...
>>
>The man is an elderly fat nude black man. The man has thick black hairy pubic hair.
rofl
>>
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>>109225633
they also made the AI bubble. well yes the hardware is real but the economic circular financing thing seems like madness.
>>
>>109225883
>I can only assume that some people just can’t see it.
it's the jeets
>>
>>109225876
>too bad for the licence though
even if the licence is good I wouldn't do the bbox autism and I wouldn't accept the double model MoE shit, this model has too many redflags I'm afraid
>>
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finally, a kinosovl OP
>>
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>>109225293
I will be breaking into your house on July 14th to take your GPU
>>
>>109225883
I check videos on youtube from a few particular channels. The results they gen is horrible, but they say "these results are amazing" constantly. I'm just getting the workflows to test the shit myself.

All of them are jeets or chinese. The dead internet concept is true, but it's also filled with jeets. You can't trust jeeddit with anything.
>>
>>109225883
https://files.catbox.moe/gm5yz8.avif
https://files.catbox.moe/mmg8vc.avif
https://files.catbox.moe/5pzz5r.avif
don't even know what i'm fucking looking at. i regret typing those urls
>>
>>109225914
>they say "these results are amazing" constantly.
SlopTube is a dead site for some time now, it's now just filled with grifters that would sell you snake oils just to get more numbers, it's grim, especially when you are old enough to have witnessed the golden age of YouTube
>>
>>109225914
they have to pretend the AI hype is still high, if they say "oh well, 90% of the models I'm showcasing are terrible, but I'm showing them anyways because I need to pump out videos like it's a factory", it wouldn't sound so good don't it? kek
>>
>>109225918
>https://files.catbox.moe/5pzz5r.avif
wtf is that? it's terrible
>>
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Remember that?
https://github.com/facebookresearch/tuna-2#a-note-on-model-release
>>
>>109221609
Box please.
>>
>>109226101
forgive me if this is a stupid question but are these gimped 'releases' just hire-me ads for the researchers?
>>
>>109226152
like 98% of models are hire-mes.
most of them are just researchers finishing their grant or studies and then tossing it on huggingface and github, it's why so many of them have zero artistic sensibility and looking slopped to the max.
>>
>>109226152
>>109226172
for that one it's not a hire me ad, those were made by Meta employees
>>
>>109223207
sovl
>>
>>109226234
>Meta employees
yeah they love it there
https://www.wired.com/story/mark-zuckerberg-meta-employee-meeting-interrupt-ai/
>>
>>109226273
Thank you, Paresh
>>
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>>109225994
yeah Krea 2 can be bad but not that bad
must be a bad workflow
>>
>>109225139
>still bringing up something that happened 2 days ago
???
>>
>>109225918
>>109225883
>avif format
looks sus, do not click those links just to be safe I mean just look at that reddit posters name ffs typical bot behavior probably looking to setup for crypto miner...
>>
>>109226375
are we supposed to stop talking about it just because it happened 2 days ago?
>>
>>109226375
it's the same jeet who loves attention and wants people to keep talking about him
>Error: You were warned. You must first view this warning to post again.
>>
>>109225918
>https://files.catbox.moe/gm5yz8.avif
3/92 security vendors flagged this URL as malicious
>>
>>109226385
yeah whe are supposed to be zoomies who only care about the past 6 hours if even
>>
>>109226427
in a normal world we would have relevant news everyday and we would talk about it, but since nothing ever happens we have to bring back shit from weeks ago to keep the general alive, many such cases
>>
>>109226410
>>109226384
hmm, i looked at with a hex editor and i think its flagged just because of the embedded meta for workflow. but that format is why i said it was sus because who that fuck saves their gens in that format? The format can be used to exploit web browsers although rare.
>>
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>>109226432
>it delivers superior compression, yielding files up to 50% smaller than JPEG while retaining higher image quality
bro wanted to maintain the high image quality of his gens.
>>
>>109226432
>The format can be used to exploit web browsers although rare.
ok that must be why mustard gas came out of my computer
>>
>>109226375
Holocaust happened 80 years ago
>>
>>109226384
kys nigger
>>
>need to do some right clicking on nodes and click on random things to make execution order correct
i love comfyui :3
>>
>>109224979
imagine giving her a hug and milk comes out of those wingtits kek
>>
>>109226384
>/g/ - technology
>>
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how do you deal with the kino overload problem?
>>
>>109226493
>perfect woman doesn't ex..
>>
>>109226516
irfanview, press b, select entire folder, make sure multithreading is on, batch convert to 90% jpg,
>>
>>109226527
why would i convert all these mp4s into jpg?
>>
>>109226527
And the metadata faugguet
>>
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>>
I'm very happy with Krea 2, very creative. I feel like Im back to sdxl days but without deformation. Epic details, artist name recognition and able to generate an image a 4k on the first pass
>>
>>109225775
It does have an image of a child in it, so is that a hidden message to pedos?
>>
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>>109226569
>image of a child means pedo
found another one
>>
>>109226569
Today I woke up and the clouds looked like children, that is a hidden message for me?
>>
>>109226636
>cloudkeks are pedos
>>
refrain from workflow sharing for now since there's p3dos lurking. do not take part in optimizing their cunny gens
>>
>update comfy
>python shits itself
>>
>>109226652
>doing computer stuff
>not using an llm
you only have yourself to blame
>>
when is this pedo hysteria bubble gonna pop? i'm getting kinda tired of it.
>>
>>109226659
Too many closet lurkers. No normal person would still be talking about a loli prompt. Yes, anon likes old fat black cock on asian loli wearing blue lipstick and stickers on their cheek. Move on already
>>
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>>109226658
>not using an llm
>>
>>109226690
This is how schizos ruin generals consistently, and 4chan as a whole
>>
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>>109226694
no biggie
also its not 2024 anymore, ai can access your files now and do everything for you
>>
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>>109226720
>ai can access your files now
spyware
>>
>he needs an AI to tell him how to run a python program
KEEEEEEEEEEEEEEEEEEK
>>
>>109226624
No, I'm not a pedo like you.
>>
>>109226734
>I can't believe this software that actively alters files on my hard drive is accessing my files!!!!
>>
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its anistudio time
>>
>>109226742
yeah python unironically is that shit
>>
>>109226742
>admitting to know py
damn, shame
>>
>>109226754
did you ask for them to gather those informations? nope, that's spying for you, hope that helps
>>
>>109226768
pychads prosper
>>
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>>109226780
It's a case of what the fuck were you expecting with a company like Anthropic
>>
>>109226742
bait, but those who fell for the "learn to code" meme unironically think like this
>>
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bruh. first date ruined
>>
>>109226829
>doesnt impact her at all
>still makes it like its her problem
god i hate women
>>
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stupid eyebrow piercing ruined my lora. It's over.
>>
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>>109226829
>420x224
>>
>>109226876
its not over
finetune your lora but remove all images with piercings in the dataset, should only take 500-1000 steps
>>
so is it over or are we back?
>>
can i run krea 2 on a 1050
>>
>>109226895
we are old, hairy and black
>>
>>109226903
hairy situation
>>
>>109226903
hairy but not black. stay mad mbappe
>>
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>>109225293
>anon's inference was too shit to infer that the post was talking about price
>>
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>>109227025
>>
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I don't get it. Isn't it supposed to change natural language text to json prompt?
It always shows me the same shit.
Can anyone help?
>>
>>109227025
please i NEED the workflow. ive spent hours trying to gen an image like this but nothing worked for me
>>
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>>109227102
Just trying out that midjourney lora someone posted in the thread, or the last thread.
>>
>midjourney lora
>>
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>ideogram4
is this the best it can do?
>>
>>109227214
I shit on idiotgram as much as the next guy but please be real
>>
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>>109227214
i dont get it
>>
>>109227214
ideogram is poop unless you only want to gen movie stills or 1head, closeup for ltx i2v
>>
>>109227214
>>109227227
Holy dogshit prompts
>>
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>>109227145
i was fucking around with it a bit last night but my results were lackluster, from no effect at all on some gens to double vision fever dreams.
some of the example gens looked decent, so who knows.
>>
>>109227239
let me know what a "good prompt" looks like for ideogram
>>
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>>109227246
>>
>>109227246
Something wth a bit more effort than “a woman standing in a white room”
>>
>>109227129
Seedance is on another level. Some guy wrote that he spent about $60 on one clip. It wasn’t even a great one.
>>
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>>109227252
krea2 with same prompt
>>
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>>109227251
>>109227252
>>109227260
flux with same prompt
>>
how do we defeat the butt chin menace?
>>
>>109227274
'asian women'
>>
>>109227306
>prompt for slavs
ok ill try
>>
>>
>>109227260
>>109227268
honestly both of these look like dogshit.
>>
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I prompted slavs and it worked!
>>
>>
>>109227386
>>109227415
the body proportions are incoherent
>>
>>109227429
you would look like the top one too if a professional camera zoomed onto you from 300 meters away
>>
>>109227429
how?
>>
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>>
This came out kinda nice. I wish that other music nigga was here I wanna cop his workflow

https://files.catbox.moe/xofciu.mp3
>>
>>109227436
that's the exact style i'm going for.
>>
Fresh when ready

>>109227490
>>109227490
>>109227490
>>
>>109227482
>that's the exact style i'm going for
based extreme voyeur and courtship disorder-pilled
what is your prompt to get it like this
>>
>>109227477
it can do vocals surprisingly well.
>>
>>109227501
it's using a lora on chroma.
I'm thinking of training an updated version of the lora on krea or ideogram. Don't now yet because I don't know the capabilities of either model.
>>
>>109227568
>I don't know the capabilities of either model.
krea is pretty smart and trains fast from what ive seen. if you have nothing else to lose give it a try why not
>>
>>109227579
>if you have nothing else to lose
kek whats that meant to mean?
Chroma is a bitch to train on, takes so long. So good Krea is faster. Am I supposed to use the full weight model for training and then the turbo one for image generation?
>>
>>109223746
I used comfy for its better memory management but it keeps leaking memory every gen, so I switched to forge neo, there it actually doesn't leak memory and also lets me make bigger resolution images aswell as not producing NaNs in the latents as often even with the same sampler/scheduler for some reason (though it still happens with certain resolutions and in img2img specifically). But the NaN issue is just me using a shit card and old unsupported pytorch to make it run in the first place, I believe RDNA cards have proper rocm and pytorch support
>>
>>109227590
>Am I supposed to use the full weight model for training and then the turbo one for image generation?
no the meta seems to be to use raw + a turbo lora + a decensor lora that zeroes out some weights at least from what ive seen
>>
>>109225360
Why would you spend all this time coding nodes that already exist in kijai?
>>
>>109225600
>hides the hands
lmao NEXT
>>
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ok guys give me some script ideas for kinos. i am running out of things to blow up
https://files.catbox.moe/0hjsp6.webm
>>
>>109227667
>leak memory
really?
>>
>>109227693
The vast majority of people using AI to code things are literally just making worse versions of things that already exist that they didn't know existed. Go look at the vibe code general; everybody that has a project there is just reinventing the wheel but worse.
>>
>>109227667
What is NaN?
>>
>>109227719
You should sell your gpu if you're out of ideas.
>>
>>109227730
not a number, an error code for numerical computation issues. could happen with division by zero for example.

can also happen with enormously complex chains of stuff happening in various programming langauge libs interacting with each other and shitty drivers and such
>>
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>>109227732
eventually the gpu will blow up too, i have to keep making kinos until then
>>
>>109227725
yeah every time a gen was finished system RAM increased by a bit, like 50MB, and stayed unless you restart comfy. Probably since its smart memory system failed as it had to swap parts of models in and out of VRAM to enable inference, whereas forge neo just rawdogs it and it werks. Same rawdogging on comfy (with the right flags) didn't allow me to gen images past 512x512 reliably without NaNs or VRAM OOM
>>
>>109225600
I hope this one can do a dog as an astronaut on the moon
>>
>>109227730
It's a zero with a PHD.
>>
>>109227747
Hiding arms is a good idea with Krea.
>>
ok so how to uncockblock ideogram4?
>>
>>109226463
proof?
>>
>>109225883
As previously said, these threads and 4chan are dead. Since even reddit is less censored, has less tranny and brown mods, has more tech oriented discussion instead of schizo tranny meltdowns, has more correct opinions etc.

4cuck is dead.
>>
>>109227994
>indian<

Opinion disregarded. I don't talk to >indians<
>>
>>109227919
add more boxes
>>
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>>109228216
thank you. how about improving the quality of the picture?
>>
>>109228359
wtf this looks exactly like my coworker
>>
>>109228359
up the resolution



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