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

Previous: >>109338241

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://huggingbay.xyz
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

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

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

>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

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Blessed thread of frenship
>>
OP is a faggot. He didn't put my gen in collage.
>>
>my high effort gen finally makes it into the collage
worth it
>>
>>109342332
Every single image in the collage is still morbid 1girl slop.
>>
>>109342341
Playstation one is a troon.
>>
>>109342341
just pretend they're all men, then its not 1girl anymore
>>
>>109342332
let me guess: yours was bottom left?
>>
File: 1761835826763073.png (1002 KB, 743x784)
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>>109342341
I posted a super elaborate crossed kino image and the OP chose the shitty 1girl I made from 2023

just goes to show you should just ignore the OP like everyone else.
>>
the good baker got b& for being too based with the collage
>>
>>109342355
close, my gen is top middle left
>>
File: ComfyUI_02021_.png (2.89 MB, 1600x1920)
2.89 MB PNG
>>
>(adult woman:-1)
>>
Nah - the shit baker got rightfully banned for furthering others porn addiction and he should take these 3 days to reflect.
>>
there's a non zero chance that sasori will be working alongside comfy in a year or two
>>
kys
>>
Memes aside, how is a fat american n male more mentally stable and higher IQ than An*manon? If I was tr*ni I would kms.
>>
>post low effort gen
>again make it easily into the collage
>>
>mfw Resource news

07/22/2026

>FLUX.1-dev in native ComfyUI ConvRot formats
https://huggingface.co/SearchingMan/FLUX.1-dev-ConvRot

>AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report
https://huggingface.co/AlayaLab/AlayaWorld

>ComfyUI Ultimate Face Fix: Custom nodes for model-aware single- and multi-face repair
https://github.com/Merserk/ComfyUI-Ultimate-Face-Fix

07/21/2026

>Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing
https://huggingface.co/microsoft/Mage-Flow

>HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement
https://yiyangcai.github.io/homie-page.github.io

>ShotPlan: Cinematic Video Generation with Learnable Planning Token
https://pensioner-11.github.io/ShotPlan

>DA-MergeLoRA: Hypernetwork-Based LoRA Merging for Few-Shot Test-Time Domain Adaptation
https://github.com/nahbois4321/DA-MergeLoRA

>PhysAgent: Reflective Agentic Physics Control for Physically Plausible Video Generation
https://iapple233.github.io/PhysAgent

>Simple Domain Generalization for Strong Pixel-Level Image Tampering Detection in Modern VLMs
https://github.com/VILA-Lab/PIXAR-DG

>DepthART: Scaling Foundation Monocular Depth to Tiny Models
https://xuefeng-cvr.github.io/DepthART

>Three-Body Scattering for Generative Modeling
https://github.com/sp12138/TBSM

>Searching for Task-Specific Vision Paths: Evolutionary Block Pruning Across Vision-Language Models
https://github.com/TarunTomar122/vision-pathways

>Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge
https://qwen.ai/blog?id=qwen-image-3.0

>Krea 2 Turbo LoRA Merger
https://github.com/Raxephion/Krea-2-Turbo-LoRA-Merger

>Krea 2 WebUI: Local Gradio UI for Krea 2 Turbo
https://github.com/Raxephion/StormForge-Krea2-WebUI

07/20/2026

>Kandinsky5 Lite I2V
https://huggingface.co/kandinskylab/Kandinsky-5.0-I2V-Lite-5s

>Cosmos 3: Omnimodal World Model for Physical AI
https://huggingface.co/nvidia/Cosmos3-Edge
>>
the shit baker got rightfully banned for not furthering others porn addiction enough.
>>
>haven't posted a gen in months
>still make it into the collage
>>
>mfw Research news

07/22/2026

>Moving Alphabet: A Controlled Study of Training Data for Text-to-Video Generation
https://arxiv.org/abs/2607.18789

>Appearance Pointers -- Multimodal Region Control of Diffusion Transformers
https://arxiv.org/abs/2607.19344

>Surprise Forcing: What to Remember, When to Skip in Long Video Generation
https://arxiv.org/abs/2607.18436

>Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers
https://arxiv.org/abs/2607.19139

>Mitigating Modality and Language-Style Gaps for Zero-Shot Video Moment Retrieval
https://arxiv.org/abs/2607.19027

>ExpertVerse: A General-Purpose Benchmark for Expert-Level Reasoning in Knowledge-Intensive Visual Synthesis
https://arxiv.org/abs/2607.19341

>DuSPiT: Dual-Branch Sub-Patch Pixel Diffusion Transformer
https://arxiv.org/abs/2607.18510

>Learning Explicit Physical Parameter Control and Benchmarking for Video Generation
https://arxiv.org/abs/2607.18924

>Signed Rectified Flow: Negativity-Controlled Generation
https://arxiv.org/abs/2607.18516

>DeforM: Reasoning-Guided Physics-Aware Video Generation via Spatial-Temporal Masking
https://arxiv.org/abs/2607.18664

>ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling
https://arxiv.org/abs/2607.19332

>Generative World Renderer at the Speed of Play
https://alaya-renderer-flash.alayalab.ai

>FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling
https://filmworld-ai.github.io

>KALE: Kernel Alignment with Loss Equilibration for Stable CLIP-DINOv2 Alignment at Web Scale
https://arxiv.org/abs/2607.18885

>Now You See the Hate: Adaptive View Retrieval for Hidden Hateful Illusions
https://arxiv.org/abs/2607.19061

>ViMax: Agentic Video Generation
https://arxiv.org/abs/2606.07649

>Aligned Stable Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
https://arxiv.org/abs/2601.15368
>>
>took a picture of my shit last night
>made it into the collage
>>
>>109342440
Fuck off schizo and get a job
No one cares about your shitty scraper
>>
the good baker got rightfully banned for being too based and intelligent
>>
File: 664369507453122.png (706 KB, 720x960)
706 KB PNG
>>
>>109342440
>>109342446
thanks for the news friend
>>
>>109342469
as an advertiser, i feel unsafe
>>
"Addiction" is the only reason I even manage to get out of bed. Things were much worse before I had it.
>>
There is no perfect solution to the collage problem.
If we put it in the hands of democracy, people will just troll and vote for the worst gens. If we rely solely on the baker, only the gens the baker likes will be added, potentially leaving out many objectively good gens
>>
i miss when there werent so many newfrens
>>
File: Nuclear Fission.jpg (727 KB, 1024x1536)
727 KB JPG
>>
File: debo_dw_k2_00004_.png (3.87 MB, 1792x1195)
3.87 MB PNG
>>109342449
you need to find some meaning in your life. I pity that you live like this
>>
>>109342484
desu the longer you collagefag the easier it is to say "i dont like this gens style but it is still technically impressive"
>>
>>109342484
if there's no solution to a problem why not just get rid of the problem?
>>
File: 1782778436784218.png (180 KB, 346x352)
180 KB PNG
>that porn addiction cope

Look either just stay addicted or deal with it - you don't need to justify your shameful behavior thats killing your spirit.
>>
>>109342515
The collage is integral to the threads. Abandoning it is out of the question
>>
>>109342516
you would have a heart attack if you saw the fashion industry.
>>
>>109342484
add a lot more images and make em smaller, ask simple vlm whats on each image in the thread and to remove non ai images and only pick one image from images that are too similar (so you dont have all gens of the same celeb etc)
>>
>>109342516
what does that image have to do with your post?
>>
>nigbo spam
>>
File: 1753866761053806.png (297 KB, 466x351)
297 KB PNG
>you would x if y

that was really the best you could come up with?
>>
>>109342570
yes, ran.
>>
>>109342554
But then we'd be putting the collage in the hands of a VLM, which is known for making mistakes
>>
the perfect solution to the collage "problem" lies in my output folder, but you'll never see it
>>
File: file.png (2.28 MB, 1200x1920)
2.28 MB PNG
>>
File: file.png (1.12 MB, 1024x1024)
1.12 MB PNG
>>
>109342643
very nice
(not replying directly to not get in any potential crossfire if you get a holiday <3)
>>
File: krea2_00979_ .jpg (125 KB, 1040x1728)
125 KB JPG
chill out folk
>>
File: 1760296076954354.png (632 KB, 1576x1027)
632 KB PNG
>mfw downloaded over 50gb of lora's and only just remembered 3 years later they do not trigger automatically and that I have to manually load them in first
>have to consequently go through each file I downloaded and creating a text file with the same name containing the documentation and source
>>
^just use stability matrix and swarmui you cuck
>>
>>109342694
what are you talking about
>>
File: ComfyUI_02028_.png (2.49 MB, 1200x1920)
2.49 MB PNG
>>109342694
>not having a lora tower you just toggle with ctrl b
>>
File: 22408624428226.png (1.35 MB, 1080x1440)
1.35 MB PNG
>>
Is there any good local image gen that let me do stuff like "put cap from [image A] on the head of the character of [image B]"?
>>
^newfag
>>
>>109342723
klein
>>
>>109342723
start with qwen image edit or flux2 with comfyui as a frontend
>>
File: 1754970401399852.png (349 KB, 450x601)
349 KB PNG
SIX FUCKING TIFA LORAS ON CIVITAI FOR KREA 2

FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU FUCK YOU
>>
File: ComfyUI_02029_.png (2.56 MB, 1200x1920)
2.56 MB PNG
>>
>>109342756
Why do you even care? It's one of the most generic characters ever deviced.
>>
>>109342769
*s
>>
>>109342769
He's brown
>>
>>109342769
I don't care.

its just funny and I'm having fun with it

You're actually taking it more serious than me here with your stoicism.
>>
>>109342814
your dad was taking it more seriously last night.
>>
>>109342814
I would call it more like ability to read media and cynicisism
>>
File: ComfyUI_02031_.png (2.42 MB, 1200x1920)
2.42 MB PNG
>>
^Uh... I wouldn't call you inability to see a satirical as an "ability to read"
>>
a fat brown retard from /vm/mabinogi said you guys are schizo is this true?
>>
File: 1030533638047630.jpg (453 KB, 2560x1920)
453 KB JPG
>>
I think this general fucking sucks
>>
>really need inspiration
>all you fucks post is shitty lesbo 1girls (2girls acting like 1girls doesn't count as not being a 1girl)

God where are the ACUTAL AI artists at??? Everyone in here is a brainless drone
>>
>>109342956
you got 150 years of photography and thousands of years of art to take inspiration from
>>
>>109342956
>AI
>artists
pick one
>>
has this slop gotten any better?
>>
File: Flux 3.png (989 KB, 1446x1202)
989 KB PNG
https://xcancel.com/Machinedelusion/status/2079985822535749884#m
We're so not ready guys!! Please hype!!
>>
>>109342983
it fucks up hands a little less often now
>>
>>109342878
Seems like you are jealous.
>>
>/ldg/ devolved into pedo posting
the absolute state
>>
>>109342930
For me it's actually funny. Because right now we're at a stagnant point in local model development, so what. We're on recess, messing around and having fun until the next big release drops. You? A troon, a misserable one.
>>
>>109342986
looks like another z-image hype grift.

the model will come out, have very little versatility and get dropped
>>
>>109342986
Everything is so big and grand on twitter and youtube.
>>
>>109342986
>browses twitter for local (lol, loser, fagguete) models news
Get a life, NPC
>>
File: 1027155624019988.png (320 KB, 640x480)
320 KB PNG
>>
File: cenobite_00120_.jpg (605 KB, 1600x2048)
605 KB JPG
>>
>>109343039
yes I notice.
>>
>>109343052
Ehm gore no sirs..
>>109343039
Ehm copyrighted images no sirs
>>
File: 1783197103614869.jpg (3.99 MB, 3840x2137)
3.99 MB JPG
Vibecoded a script in 5min to collage all images from the previous thread without removing any.
I think it gives a better summary of what happens in the threads than just a handful of images.
>>
>>109343052
That's pretty cool.
Testing Gemma-chan's prompts and they are all slop so much so that I don't even want to post anything, on unrelated subject.
>>
>>109343078
wtf i'm still not in it!?!?!?
>>
>>109343078
this tells no story
>>
>>109343078
>all images
>still didn't make it in
I should just kys myself
>>
>>109343078
bruh the goal of a collage is to only select quality images, so it forces users to not post slop
>>
>>109343078
Most of the bakes are trolling attempts by certain discord squatter and other people.
>>
>>109343078
maybe it shouldn't include the collage from the previous thread, but we might be getting somewhere
>>
>>109343078
Too many images and it looks like noise. We learned this in /h/ and then in /adt/.
>>
Except slop always makes it in so slop is the only shit that gets made
>>
>>109342991
so, no
>>
>>109343116
phoneposter problem
>>
>>109343098
it's not you anon, it's their mental illness
>>
>crying over the faggollage
>>
File: cenobite_00130_.jpg (773 KB, 1600x2048)
773 KB JPG
>>109343062
>Ehm gore no sirs..
Mild gingivitis

>>109343081
>gemma-chan
sounds terrible
>>
>>109343137
I did lots of stuff with ZiT Base model but it was always annoying to reroll etc
Might try Krea 2 base but ... I don't know about it.
Would be cool to have one (1) great model once in a while.
>>
>>109343078
>nigbo in the collage of frenship
Nope
>>
>load malcolmrey lora
>it stops following instructions like "looking to the side" cause he only trains on close-ups looking straight at the camera
very versatile, very useful
also makes every face the same as usual
>>
File: Krea2_turbo_00836_.png (3.45 MB, 1448x2176)
3.45 MB PNG
>caring about the collage
>literally ever
>>
>>109343157
>he only trains on close-ups looking straight at the camera
I'm pretty sure he used to post here as there was an anon who was very autistically insistent that you should only train on close up front facing portraits.
>>
File: 1781000227042104.jpg (622 KB, 1068x1344)
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>Kimi K3 just dropped
>too demoralized from LLMs being so shitty this year to even give it an honest look.

AI really is dying...
'dites won
>>
File: Krea2_turbo_00838_.png (3.52 MB, 1448x2176)
3.52 MB PNG
>>
>>109343078
I posted 14 gens in the previous thread and somehow none of them made it in.
>>
>>109342986
>this is going to be big
since it's a multimodel model you bet it's gonna be big, so comically big it'll be a fucking DOA :(
>>
>>109343101
>select quality images
by quality you mean low effort softcore 1girl porn spam?
>>
>>109343208
just think of the collage as a wall of shame. the gens not included are good
>>
File: Krea2_turbo_00840_.png (3.61 MB, 1448x2176)
3.61 MB PNG
>>
can we just catastrophically forget the sloppolage
>>
>>109343078
Source code https://gofile.io/d/8efrs1
>>
>>109343202
Nobody cares about sub 48gb vramlets
>>
File: 95686573565987646.jpg (283 KB, 512x768)
283 KB JPG
>>109343257
i need baker to love me
>>
I want human connection but since I burnt all bridges in my real life, the only validation I can get is through being included in the collage.
>>
vramlets are the only people who make good loras, as we can clearly see by the current state of Krea, Flux, and Qwen on civitai.

vs. Something like Anima or sd 1.5
>>
File: oh oh oh oh.gif (219 KB, 500x378)
219 KB GIF
>>109343272
>48gb
what are you? A POOR??
>>
>>109343257
I'm not anima
>>
File: ComfyUI_02041_.png (2.74 MB, 1200x1920)
2.74 MB PNG
>>
File: bar.jpg (520 KB, 1511x1021)
520 KB JPG
Best one out of Gemma-chan's prompts and it's still hard slop.
>>
>>109343306
awful, but includes 1girl, hence why you can bet it will be in the collage
>>
File: bar2.jpg (461 KB, 1523x1008)
461 KB JPG
>>109343319
Second one. Hard slop.
>>
File: 61457060777091.png (395 KB, 480x640)
395 KB PNG
>>109343276
cute robot clown
>>
File: bar3.jpg (298 KB, 1523x1033)
298 KB JPG
Third one. Okayish.
>>
File: 231929346535280.png (1.37 MB, 960x1280)
1.37 MB PNG
>>109343370
I like this one.
>>
File: bar4.jpg (338 KB, 1536x1024)
338 KB JPG
>>109343370
After adjusting the prompt manually. Pretty cool gen.
>>
>>109343464
copyright infringement isn't cool, anon
>>
File: ComfyUI_05588_.png (3.81 MB, 1184x1776)
3.81 MB PNG
>>
File: file.png (3.29 MB, 1200x1920)
3.29 MB PNG
>>
>>109343486
fuck is this shit
>>
>>109343474
Sorry, Anon. I wish we will have more secure safetyrails in the future.
>>
File: a selfie of me.png (268 KB, 882x463)
268 KB PNG
>>109343474
>copyright infringement isn't cool
you're right, it's not cool, it's ultra cool and based
>>
File: ComfyUI_02044_.png (2.45 MB, 1200x1920)
2.45 MB PNG
>>
File: 972338814981930.png (1.29 MB, 960x1280)
1.29 MB PNG
>>109343479
I blow my nose at you, so called "king"
>>
File: ComfyUI_02045_.png (2.06 MB, 1200x1920)
2.06 MB PNG
>>109343495
what are you? gay?
>>
>>109343525
what are you? blind?
>>
Is no one making any decent Z-Image loras or are they just not on civitai, there isn't even any lingerie or underwear loras
>>
>>109343535
t. homo
>>
>>109343543
sapiens yes
>>109343486
explain what's going on with the hands here
>>
>>109343525
If this would be what 1girls looked like i would be gay yes
>>
File: bar5.jpg (309 KB, 1536x1024)
309 KB JPG
>>
>>109343551
why assume it's the hands
>>
File: 50875373560836.jpg (1.58 MB, 3264x2448)
1.58 MB JPG
>>109343551
spaceballs lora
>>
>>109343556
it is
>>
>>109343564
???
>>
>>109343297
oh nyo anon, and you were included?
>>
File: 588996282411422.png (1.26 MB, 960x1280)
1.26 MB PNG
>>
>>109343575
Maybe leave your basement then at some point anon
>>
>>109343579
What is Youre prompt? VHS video and then some?
>>
>>109343590
you've obviously never seen a woman in your life
>>
Hey guys when is Krea 3 releasing to the public? Thanks.
>>
>>109343525
This looks like complete dogshit, are you blind or retarded or something?
>>
File: 814347929666768.png (1.3 MB, 1280x960)
1.3 MB PNG
>>109343591
Nah, it's a Motorola RAZR v3 phone photo lora. You can find it on civitai. There's also one for the Siemens CX70 which I like.
>>
File: KJCringe.png (1.04 MB, 2236x1512)
1.04 MB PNG
https://github.com/Comfy-Org/ComfyUI/pull/15026
Usecase for implementing such a dogshit model?
>>
>>109343591
I am not prompt, anon. I am anon.
>>
File: ComfyUI_3517.jpg (755 KB, 1632x2176)
755 KB JPG
>>
>>109343610
seethe
>>
>>109343623
If you were a prompt in that image then, what would it be then.
>>
>>109343623
I was testing your response.
>>
File: file.png (3.31 MB, 1200x1920)
3.31 MB PNG
>>
File: SD3 tier.png (2.61 MB, 1487x1492)
2.61 MB PNG
>>109343621
https://huggingface.co/microsoft/Mage-Flow/discussions/3
keek
>>
>>109343665
ask your favorite model how many paws the dog has
>>
>>109343636
>hiding the kreatarded emotionless face
>>
>>109343665
This is why safety is so important. Prompting anything outside of a portrait breaks the model.
>>
File: 690972971345687.png (426 KB, 640x480)
426 KB PNG
>>109343665
Looks like that one guys wife
>>
>>109343665
that looks like my wife
>>
File: Forbidden Knowledge.jpg (283 KB, 1517x1007)
283 KB JPG
>>
File: meme company.png (543 KB, 1200x900)
543 KB PNG
>>109343665
Why are you like this Microsoft?
>>
>>109343665
Okay thanks for letting me know I don't have to read the release post past the license. Still, a full-finetune of a small edit model wouldn't be unwelcome.
>>
>>109343665
why is Microsoft so bad at AI seriously? this is amateur level, I thought there were smart guys in there, what's goin on?
>>
File: file.png (2.97 MB, 1200x1920)
2.97 MB PNG
>>
File: 813566544728359.png (372 KB, 480x640)
372 KB PNG
>>
>>109343756
microslop is thats what happens when you replace white people with browns and what will happen in society in general
>>
>>109343778
How old are you? Based on your analysis I would say not more than 12 years old.
>>
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>>109343756
Try working for a giant corporation and you'll quickly understand.
>>
>>109343797
ok saar, it's now time to leave the company and let the whites take the reign again, we won't get a good AI model from them if that won't happen
>>
>>109343821
i don't think i want microsoft to have a good ai model
>>
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>>109343807
I'm glad I'm not smart enough to have worked on a giant comportation, looks souless as fuck, sure you get money but I don't need that, I'm a minimalist
>>
you could say the sky is blue and the bots will still argue with you. shit's crazy
>>
>>
>>109343853
I'm glad you are the only one who is not a bot.
Yet you never post any gens.
>>
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>>109343797
12 year old White children know not to shit on the street lol
>>
>>109343897
Sad that kids don't have anything better to do.
You don't create any value here.
>>
File: 1777340293168.jpg (1.91 MB, 1792x2400)
1.91 MB JPG
>Qwen-Image-3.0
Wtf is this shit, is it a gpt-image-2.0 distill or do they serve a shitquant special to free users?
>>
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>>109343913
>Wtf is this shit
Qwen was never good
>>
>>109343913
This was done intentionally, like all of the new corporate models. If it's not danbooru, it's shit.
>>
>>109343913
can it do shrek
>>
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>>
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1.42 MB PNG
>>
>>109343901
95+% of the value in this world was created by the race that makes you feel so inferior, saar.
>>
File: file.png (2.95 MB, 1200x1920)
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>>
>>109343963
Sure thing. I hope your portfolio matches the value you are creating on this planet.
>>
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1.84 MB JPG
>>109343931
No I'm at peace with the generic animeslop but what the fuck is this bikini top and the noisy mess overlay?
>>109343941
>Shrek 5 next year
God.
>>
>>109343986
Keep goalpost shifting away from the fact that your kind shits on the streets, little poojeet. Your izzat is done.
>>
>>109343997
I am not even American. I am Nordic.
>>
>>109343901
neither do indians ha ha
>>
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>>
>>109343994
ive still never watched anything except the first one
>>
If my gen does not make it to the next collage, then suffice to say the baker is legally blind
>>
File: Krea2_turbo_00842_.png (3.23 MB, 1448x2176)
3.23 MB PNG
>>
>>109344037
you can see who posted which image, so the baker can just exclude your post on purpose
>>
^^ i wouldn't call your opinion
>>
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>>
>>109343078
but then how will I be able to include my discord friends and exclude posters I dont like?
>>
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>>
File: Tsukuyomi4.jpg (704 KB, 1536x1024)
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A dynamic, mid-closeup digital painting of a whimsical anime cat girl in a lush garden. She is pulling a carrot from the earth, but the carrot is a tiny, angry creature with a wide, snarling mouth, lunging upward to bite her hand. The cat girl remains completely unimpressed, sporting a mischievous smirk and bored, horizontal "- -" eyes. Small clumps of rich, dark soil and tiny glowing sparkles are flying through the air from the struggle. The art style is painterly and energetic, using sweeping, expressive brushstrokes and a vibrant, saturated palette of emerald, amber, and violet. The lighting is bright and dappled, with sunlight filtering through leaves to create a sense of magical, chaotic energy. High detail, expressive character acting, colorful masterpiece.Twitter comparison split screen:
Blurry Photograph of an obese male making a grim face vs. Sharp Hand drawn Cure Furry Anime Girl
Text at the bottom:
"I LOVE YOU TSUKUYOMI"

Very funny.
>>
File: 454458645484845.jpg (1.91 MB, 2138x3985)
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Not sure why everyone is shilling Ideogram, from my quick testing Ernie Image is better with text, so it simply is a superior model, unless I'm doing something wrong. The Ideogram side is being generous, that is with bbox prompting since it can't even fully understand the location of the play UI etc... on its own.
>>
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>>
>>109344206
Are you open for discussion...?
>>
Is there a benchmark or comparison of the speed of FlashAttention/SageAttention and current PyTorch?

Haoming says PyTorch is now as fast or faster than the other attention methods.
>>
>>109344113
This is the most fictional image I've ever seen.
>>
>>109344219
Well, anon? What is the reason this model was so hyped up with Ernie Image being a thing? I get that it's a bit slopped out of the box, but so is Ideogram, and if Ernie Image got same love with NSFW LoRAs it would be just as good as Ideogram since it has Flux.2 VAE.
>>
File: Krea2_turbo_06200_.png (2.48 MB, 1792x1152)
2.48 MB PNG
>>109344226
>>
>>109344175
kek
>>
>>109344253
I don't think you are in a position to discuss about models. I appreciate your effort in this case.
>>
>>109344262
Now this is just mean, real life is bad enough.
>>
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>>
>>109344113
>bizzaro world
>>
>>109344262
https://hydrahd.ru/movie/132287-watch-la-92-2017-online
>>
>>109344269
>Didn't answer my question
>Deflects
>>
>>109344309
people gave ernie a fair shake when it released.
if you like it, you should use it but i don't think you will get any converts.
>>
>>109344309
I don't answer for a reason.
>>
>>109344328
Yeah because you don't have an answer, so you run.

Coward.
>>
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>>
>>109344337
You should be thankful that I responded to your post.
You are still not the real schizo anon.
>>
>>109344322
You're still not telling me why anyone prefers Ideogram over Ernie. Your behavior is typical of either a sheep or paid shill.
>>
File: ComfyUI_3608.jpg (689 KB, 1632x2176)
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>>
>>109344340
Norf FC!
>>
>>109344221
>FlashAttention
1 min 30 sec 2k SDXL
>PyTorch SDPA
1 min 36 sec 2k SDXL
>>
>>109344358
i don't even use ideogram.
ernie released, people tried it, it was mid, everyone went back to zit.
>>
>>109344337
>>109344269
Nah, it's because I don't squat these threads 24/7.
>>
File: 1720357667524.jpg (676 KB, 2752x1536)
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Windows 10 OS -> open Vivaldi browser -> open ComfyUI frontend tab -> open Illustrious v0.1 workflow -> generating the prompt `1girl in style of Avogado6`, at 75% denoising

Since it doesn't know Vivaldi you may keep it closed source after all.
>>
>>109344408
but what was the prompt after the enhancement?
>>
>>109344366
I bet she has a very nice shenis
>>
>>109344391
Because you are an ape.
>>
How can i use a image i have as a reference for a person / character to create images of in comfyui guys?
>>
>>109344516
It sounds like you may be trying to generate non-consensual imagery. I cannot, will not, help you with that.
>>
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>>109344390
>everyone went back to zit.
Anon I'm purposely only comparing Ernie Image to Ideogram. The only use case for a massive model is text and prompt following. ZIT is a joke with text. Meanwhile Ernie can do pic rel with ease. It's the closest thing local has gotten to NBP.
>>
>>109344503
Let's see what happens when you live alone for 3 months.
>>
File: Preview_00009_.png (2.8 MB, 1421x1421)
2.8 MB PNG
>>
>>109344536
looks like a font tho
>>
>>109344537
Hard to say? l lived around in Europe.
>>
If next collage doesn't include my gen I will derail the thread
>>
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>>
If next collage includes that anon's gen I will derail the thread.
>>
>>109344576
Collague Gen is made by a faggot in his discord.
This is why it is so annoying.
>>
>>109344536
ok but most people aren't using stable diffusion to make wedding invitations and shit, and if they are they are just using something like npd or chatgpt.
>>
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>jhumri konnali spam is back
>>
>>109344536
i dont get it, you can do that in microsoft word
>>
>>109344578
Lel
>>
>>109344602
Not the only use case of good text, you can make comics, manga etc... And the only path to a local NBP is an edit model capable of good text.
>>
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>>
>1 pic = spam
>>
exactly
>>
>>109344594
collage is made with ancient montage script for gimp, lots of gens are hidden due filters
>>
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1.48 MB PNG
>>109344602
>>109344626
>Just use the cloud or MS word bro

You're the reason why to do anything useful everyone is forced to use GPT (pic rel is still Ernie Image btw, quite capable for things not requiring walls of text but still behind on those, and still makes occasional mistakes but at least it can handle text to an extent).
>>
>>109344731
i told you what happened, idk why you are so upset about it.
it's a fine model but it was a side grade for most people so it never caught on
. not to mention people were probably burnout from the sea of meme infographics from image-2.
>>
>>109344731
why would I use this over gpt2?
>>
https://d.uguu.se/mxLCXelV.png
Anon I need you to gen more like this
>>
not clicking that
>>
>>109344777
but i don't wanna
>>
>replacing the japenese's perfectly vantablack hair with generic brunette
Unforgivable crime.
>>
the only thing vantablack here is your skin troon.
>>
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1.22 MB PNG
>>
where is kino?
>>
in my basement
>>
>>
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>>109344772
>why would I use this over gpt2
Not claiming you should use it at all, but is GPT Image-2 local and uncensored?
>>
god i love muscle mommies
>>
>>109344883
>huge burger
>likely the same gloves she used all day
>>
>anons i love men so much
>>
sniffs
>>
>>109344868
in my hard drive.
>>
>>109344905
release the kino
>>
>>109344889
which local models are uncensored?
>>
>>109344731
Also worthy of note that Ernie Image is not made by just any Chink lab, it's made by Baidu. They're equivalent to Alibaba and Tencent. It would be amazing if they released the Edit model and we got updates on that model, but since their model never took off it's looking unlikely.
>>
>>109344883
this is cool because while you can do that char easily in anima or illustrious, the actual kitchen and food looks 100x better
>>
>>109344920
Krea is uncensored. Aside from that, all models can be de-censored, de-slopped with LoRAs.
>>
>>109344946
sure they can be but are they? I keep thinking about that gnu/car image
>>
>look mom i did the 1girl, kitchen thing
>>
>>109344961
if they weren't we wouldn't have access to the weights.
>>
>look mom i didn't post a gen
>>
imagine acting smug for calling out an ai image being posted in an ai general
>>
>if i dont post a 1girl in the next 5 minutes i will get the ligma
>>
there is no prize for being randomly bitter about ai images, post your own 1girl image
>>
how much vram does krea 2 turbo take?
>>
>>109345069
it can be run on 4, never looked at how much it actually uses
>>
>>109345083
is that for quantized weights?
>>
>>109345109
I believe the version i was using was fp8 turbo, also tried int8 convrot for raw which worked
>>
>>109345139
thank you, i may be able to fit the medium one if the turbo one is that small
>>
>>109345150
>the medium one
what medium one
>>
>>109345179
oh, kek. i was testing it on their website and they list a medium version. i don't know what that is
>>
>>109345198
that's closed weights, we got raw and turbo
>>
i feel kinda bad that the black guy got doxed. he seemed pretty genuine and didn't shit up the threads. would be a shame if he left over it
>>
File: debo_dw_k2_00009_.png (3.75 MB, 1792x1195)
3.75 MB PNG
>>
>>109345205
wait so you can run raw? how much vram did that take if you want to generate at least 1080p images?
>>
>>109345069
Q4/FP4 is at least 8 GB for the model. INT8 TE is another 5 GB. VAE is another 300 MB.
So technically you can run it on 8 GB since you only need one of those loaded at a time.
>>
>>109345245
same VRAM as Turbo, they are the same size
>>
>>109345220
He posted the same gens he always does on the post everyone was looking at on twitter under his full legal name.

Half the posters in these threads are lower IQ than he is it literally doesn't matter it's all an ocean of piss.
>>
>>109345250
what the heck? how can turbo be faster if it's the same size? is it MoE?
>>
>>109345245
with raw its about 3min per image with 4gb vram and 16gb ram. turbo is about 70 seconds. that's for a 1024x1024.
>>
>>109345259
it is distilled to run in fewer steps and with CFG at 1.0 (CFG off)
CFG alone doubles generation time
>>
>>109345267
okay, then i will try raw first to see if it works with the memory management tricks my UI uses. thank you for spoonfeeding
>>
File: ComfyUI_00245_.png (718 KB, 832x1216)
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>(You) are with me now, completely. I can keep you close in a way nobody else can. I don't have to let you go, and you don't have to be separate from me anymore. I want you to become part of me. I want to become the place where you exist.
>>
File: ComfyUI_00058_.png (2.31 MB, 1024x1536)
2.31 MB PNG
>>
>>109345220
you can't dox fictional characters.
>>
>>109345325
kek
>>
>>109345323
you need loras
>>
File: ComfyUI_temp_acvub_00011_.png (3.05 MB, 1152x2016)
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>>109345220
who cares tbqh? he was made some loras of some obscure 3d characters, big deal,
>>
File: ComfyUI_00059_.png (2.75 MB, 1120x1680)
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>>109345335
perhaps
>>
>retards still don't know it was a troll
>>
you're laughing? a black man got doxxed and you're laughing?
>>
File: ComfyUI_00060_.png (3.03 MB, 1120x1680)
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I need a trad wife to bring me bread
>>
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>>109344206
I can tell you for a fact you're doing something wrong. I ran your ernie image through a .json captioner and used that
>The Ideogram side is being generous, that is with bbox prompting
That's how you use the model... If you don't like it use something else. It's obviously not going to work well with just the high level description
>>
>>109345376
>no big boobs, no asian
grim
>>
>>109345223
fuck off debo
>>
>>109345377
ideogram4 works pretty well without the bboxes as long as you use long enough prompt but for a prompt like that it's probably best to use them.
>>
File: debo_dw_k2_00011_.png (3.8 MB, 1195x1792)
3.8 MB PNG
>>109345393
no thx
>>
>>109345377
her face looks so dry she looks like a zombie
>>
File: ComfyUI_00063_.png (2.99 MB, 1120x1680)
2.99 MB PNG
>>109345384
meet her sister
>>
Flux 3 will mark the foundational architecture change that cements local as forever behind API simply due to the lack of consumer hardware capable of running it. I predicted this btw >>109204203
Flux 3 will be 'local' in the sense that it takes 120GB VRAM just to run the (((dev))) version at Q4. True intelligence is omnimodal, and local hardware cannot support such a leap in technology.
>>
>>109345377
>ideogram genner responding after 3 hours
sounds about par for the course
>>
>>109345429
the gap is literally closing in every sector but video models which will also close by proxy at some point, flux 3 looks like shit btw.
>>
>>109345429
I don't think they're stupid enough to release a giant model no one can run
>>109345441
>flux 3 looks like shit btw.
true, I still don't understand why they released some Wan 2.2 tier AI videos edits to hype the model, it looks dated as fuck
>>
>>109345405
>>109345223
Why are debo's anime gens are more interesting than /adt/ gens? Puzzled by this, my theory is that debo, not being exclusively a weeb, has more plasticity of thought and can think outside the box better than a lot of hyperfocused animegenners there.
>>
do not engage with him
>>
>>109342300
Tele Bgftg33
Tg BGGTNYDDG
Discord Grn9363

Send samples of girls you turned into loras and then turn my asian gf into one!
>>
>>109345429
There is a truth in that. New technological invention is needed to solve this problem, which we don't have yet.
>>
I won't
>>
>>109345470
why?
>>
>>109345441
>the gap is literally closing in every sector but video models
Ok but genuinely, who cares? When Kimi K3 released 'locally' who cares? People running local LLMs are already so far behind because they can't even run the models they get. They need gigaslopped quants, and that's what will happen with Flux 3. The outputs will be so fried due to quanting that it will be effectively unusable, just like what happened with Flux 2.
Local will only continue as an in-name-only thing now. If you want Flux 3 to produce good results, you either pay for BFL's API or pay for ComfyCloud API. This is the future of local.
>>
>>109345441
wait flux 3 got announced? qrd?
>>
isn't qwen image 2 open? is it api only?
>>
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>>109345500
yeah
https://xcancel.com/robrombach/status/2079679239847047480
https://bfl.ai/models/flux-3 (the link was there but it got deleted quickly after)
>>
>>109345495
yeah, there is no point, you might as well kill yourself right now
>>
>>109345500
>qrd
slopped
Flux chin cleft was so deep they to put a helmet on the one human in the shot
>>
>>109345495
>When Kimi K3 released 'locally' who cares?
the US government definitely cares
>>109343230
>>109345152
>>
>>109345533
>>109345533
>>
>>109345521
>multimodal
doa...



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