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

Previous: >>110048185

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
Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel

>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

>Qwen Image 2.1
https://huggingface.co/Qwen/Qwen-Image-2.1

>Minimax H3
https://huggingface.co/Comfy-Org/MiniMax-H3
https://neta.art/use-cases/en/h3-1000-prompt-list

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

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

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

>Misc
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/neo_collage

>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
>>
>>110055681
No they were deleted because the anon arguing with you got banned
>>110055667
Why are you lying when it's clear you're seething in the previous thread. Stop spamming off topic shit
>>
>mfw Resource news

10/12/2026

>ComfyUI NVIDIA RTX VSR Long Video: Video Super Resolution optimized for long videos with low RAM usage
https://github.com/tritant/ComfyUI_NVIDIA_RTX_VSR_Long_Video

>AuroraIMG-6M
https://huggingface.co/AuroraAI-Research/AuroraIMG-6M

>ForcingBooster: Adaptive Patch-wise Denoising for Fast Autoregressive Video Diffusion
https://igl-hkust.github.io/ForcingBooster

>Wuli-art / MiniMax-H3-Turbo
https://huggingface.co/Wuli-art/MiniMax-H3-Turbo

>Images Talk Back: Guiding MMDiTs by Suppressing Image-to-Text Feedback
https://github.com/yyc1215lll-creator/SFG

>GraftOOD: Grafting Out-of-Distribution Exemplars into Advantage-Weighted Rectification for Video Reward Optimization
https://github.com/Fuzm7/FlowAWR

>VideoAWR: Reinforcing Video Flow Models with Decoupled-Timestep Advantage-Weighted Rectification
https://github.com/Fuzm7/FlowAWR

>GeoGR: Spatial-Semantic Token Compression and Group Routing for Efficient 3D VLMs
https://github.com/EIT-NLP/GeoGR

>LocalLightChat: Lightweight self-hosted chat interface for OpenAI-compatible APIs and local models
https://github.com/srware-net/LocalLightChat

>OppaiOracle experimental-X1.1: Multi-label anime and illustration tagger
https://huggingface.co/Grio43/OppaiOracle-experimental-X1.1

>MCP - Qwen2.1 Turbo + Kandinsky Lite Video Gen on 8GB VRAM
https://github.com/hypersniper05/MCP-Image-Generator-Uncensored

>Iris-3B Comfy Nodes
https://github.com/bani4kaskashka/Iris-3B-Comfy-Nodes

10/10/2026

>NVIDIA rumored to end RTX 5090 production
https://videocardz.com/newz/nvidia-reportedly-discontinuing-rtx-5090-gb202-gpus-to-be-reserved-for-rtx-pro-series

>Frameforge
https://github.com/spacesimeco-hue/Chain-Motion-AI-Video-Editor

>Qwen Image 2.1 Anime FUSAL
https://huggingface.co/MicksHF/Qwen-Image-2.1-Anime-Fusal

10/09/2026

>ComfyUI Iris: Native Iris-3B pixel-space inference
https://github.com/envy-ai/ComfyUI-Iris

>Iris-3B GGUFs
https://huggingface.co/realrebelai/iris-3b_GGUFs
>>
>mfw Research news

10/12/2026

>LETHE: Defending against Unauthorized Image-to-Video Generation via Value Diversity Collapse
https://arxiv.org/abs/2610.13333

>PAGE: Parts-Aware Guidance for Co-Speech Gesture Portrait Video Generation
https://aigc-explorer.github.io/PAGE

>High-Throughput Generative Video Super-Resolution on a Single Consumer GPU
https://arxiv.org/abs/2610.13179

>Golden Anchor for Video Generation
https://arxiv.org/abs/2610.13217

>Unified Generative Video Compression with Autoregressive and Bidirectional Video Diffusion
https://arxiv.org/abs/2610.13023

>Learning Representations to Guide Pixel Diffusion Transformers
https://pan-zihao.github.io/Representation-Guidance

>Exploring Attention Sinks in Text-to-Image Transformers from Diffusion and Autoregressive Models
https://arxiv.org/abs/2610.13337

>Destination-Conditioned Adaptation with Semantic-Geometric Alignment for Generative Inbetweening
https://arxiv.org/abs/2610.13187

>A Lightweight Velocity Correction Framework for Improving Instruction Following in Few-Step Text-to-Image Generation
https://arxiv.org/abs/2610.12899

>ThinkDrag: Semantic Drag-Based Image Editing with Visual Reasoning
https://atfortes.github.io/projects/thinkdrag

>InstantFusion: A Shared Latent Interface for Heterogeneous Image Generators
https://arxiv.org/abs/2610.13944

>PreCoG: Preview-Edit for Efficient Video Correction in Generation-Time
https://arxiv.org/abs/2610.13174

>CoVA: Composing VAE Representations for Generative Learning
https://arxiv.org/abs/2610.13322

>Video Codec-Guided Training-Free Token Compression for Video Large Language Models
https://arxiv.org/abs/2610.12959

>Vision Transformers Learn Word Meaning from Images Alone
https://arxiv.org/abs/2610.13252

>In-Context Learning Can Help Vision-Language Models Overcome Training Priors
https://arxiv.org/abs/2610.12942
>>
>>110055704
>>110055713
Go be lonely somewhere else
>>
File: Krea2_turbo_02177_.png (700 KB, 1024x1024)
700 KB PNG
>>
>>110055667
>>110055691
You mean the links that have been in the OP for more than 1500 threads? Because if so, the one starting interpersonal drama here seems to be you
>>
>cry over the normal OP
>don't cry about the drama baiter or spammer that spams every thread and samefags
Epic
>>
>>110055562
i dont think it's worth it to sacrifice resolution to shoe horn some videos imo
>>
>>110055562
also which thread are these images from?
some of them are nice and i'd like to save them
>>
>>110055718
he's literally botting
>>
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720 KB
720 KB WEBM
>>
File: debo_uhd_k2_00044_.png (1.83 MB, 1792x896)
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>>110055831
nope. its all artisan, hand-crafted news
>>
>>110055562
>Previous: >>110048185

i think you made a mistake. the previous thread was here >>110045708
>>
>>110055704
>>110055713
>>110055858
Thanks bro. Appreciated as always
>>
>>110055858
You admited to using LLMs to gather your news spam a few weeks ago you disabled proxy abusing liar
>>110055869
There was a deletion that thread was recapped in that thread from the looks of it. The arguing from the previous thread triggered a ban that deleted that OP.
>>
>>110055793
Seems to be >>110035468
>>
Stop arguing with the schizo complaining about the thread he's trying to get it deleted
Report him and ignore
>>
>>110055562
me on the bottom left
>>
File: debo_uhd_k2_00048_.png (2.37 MB, 1792x896)
2.37 MB PNG
>>110055893
>"LLM to assist gathering news" = "news posts are botted"
its always hard to tell whether you're being disingenuous on purpose or retarded on accident
>>
>include rule breaking content in the OP
>trying to quiet those calling it out so the mods don't notice
lol
>>
File: 9.png (3.42 MB, 1344x2032)
3.42 MB PNG
good afternoon anons, I hope there is no interpersonal drama in this thread!
>>
>>110055937
He really hopes he'll be able to snuck it in like that.
I was genuinely hoping that this shit is over and this faggot got banned. Sigh another shitty bake
>>
>>110055929
I'm not the original anon you're talking to but you're using a low powered rig to gather news, it should be ignored. You have under 16gb of vram
>>
>>110055952
wtf is this schizobabble nonsense
did it make sense when you sent this garbage post?
>>
>>110055960
Don't get sassy with me because you're using shit tier model to aid your spam
>>
>schizo out at the exact timeframe
>ban-evades in front of a mod asking the same retarded question
>fucks with the thread order because why not
It's somehow slightly amusing just watching it unfold
>>
it's 10pm in india
makes sense
>>
>>110055704
>>110055713
thanks! you're the only reason i visit these threads
>>
File: 563.png (3.82 MB, 1344x2032)
3.82 MB PNG
>>110056023
kek
>>
>>110050588
any tips? specifically for repeating/seamless textures
>>
>>110055937
Anons need to be warned about the malware
Trani is really desperate getting his mystery binaries on anons computer and he has talked about doxxing anons in the past
Enough of this, the rentries stay.
>>
>>110056044
Malware? That sounds serious. Did you report the malicious code to Github so it can be taken down?
>>
>>110056059
he can't because there's no malware there
>>
Can you shut the fuck up and stop samefagging to derail the thread
>>
>>110056088
How is talking about content in the OP of a thread derailing the thread?
>>
>>110056042
yeah, there are workflows that take a texture and make it seamless
>>
>>
File: 1789223391646338.png (2.32 MB, 1248x1824)
2.32 MB PNG
>>110056126
retard
I made the workflow for my own game, not sharing it because i'm tired of feeding leeches
>>
Ignore him, anons
The mods having more of an idea of who's shitting up our general isn't a problem
>>
>>110056182
yeah I was hoping we'd get a proper bake but no such luck.
>>
>>110056133
if you can just share the general idea of how it's done I'll appreciate it
>>
Waiting for a cozy bread to share my kinos.
>>
File: 4557845437894.png (18 KB, 900x806)
18 KB PNG
where is kino?
>>
>>110056182
And?
The subhuman jeopardizing its career and close relationships ain't me
It's a matter of perspective
>>
Hater bake, please delete.
>>
File: 17682.png (2.93 MB, 1312x1952)
2.93 MB PNG
>>
So his goal is to now spam the thread with off topic post?
>>
yall wanted to make this your home
we'll make sure youre miserable in it
>>
File: Krea2_turbo_02301_.png (1.07 MB, 1024x1024)
1.07 MB PNG
>>
File: file.png (3.46 MB, 1216x1664)
3.46 MB PNG
has anyone tried any one of the muon optimizers for training a charater lora for krea2? all the chatter around it makes it seems like its way better at capturing likeness with less steps than adam
>>
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>>
>>110056375
Optimizer doesn't matter for such a small scale training. Also krea2 was trained using adamw so you should use that, although muon is still fine for loras
>>
>>110056042
I think you're best off asking some LLM. I was also trying to find a good solution a few month back. Only thing I found were some model patch nodes and a special VAE, that worked for SDXL models, so the quality isn't all that great, but it worked for the PSX style I was gunning for. Worked fairly well. Even let you select whether the texture had to tile in both directions or just one.

It's in some old cu130 installation of comfy. I could try to find the workflow, if that sounds interesting to you.

You could, of course, just vibecode some nodes, that do the same thing, if you need something more recent than SDXL.
>>
File: 2584894.webm (3.1 MB, 448x448)
3.1 MB
3.1 MB WEBM
>>
>>110056375
what >>110056440 said,also Muon isn't used for training diffusion models, its all AdamW, 99% of the quality of the lora will be from the images you used
>>
File: 1775238239130.png (43 KB, 285x280)
43 KB PNG
I have a 3070, is it even worth trying to do generate anything myself anymore?
>>
File: 578964.webm (1.21 MB, 448x448)
1.21 MB
1.21 MB WEBM
>>
>>110056510
nigga im using a 3050ti lol
>>
>>110056440
i mean if its gonna give me better "learning" and train faster, i think it would be worth it, also i already have my preferred adamw parameters figured out and want to try out more niche training stuff
>>110056443
i have an opus5.5 subscription from work but whenever i ask anything about lora training it just pulls shit out of its ass so i dont really trust it
>>
>>110056444
that has to be ltx right
>>
Are ai toolkit default settings good enough to train krea2 loras?
I'm not on shit hardware so I'm willing to go harder
>>
>>110056526
of course. it's the SOTA for video generation
>>
>>110056478
so desperate kek
>>
>>110056522
I think lora training is an especially hard topic for LLMs to get well, because there's a lot of very different opinionated approaches to it. Vibecoding nodes should be a lot easier. Especially if you can point it at nodes, that already do that stuff for SDXL.
>>
Does it mean we'll be schizo free now? is it safe for me to come back?
>>
>>110056443
>I think you're best off asking some LLM
I was gonna do that anyway but thought I'd get a head start so I can steer it in the right direction
if you can be assed to find that workflow I'd appreciate it
>>
>>110056517
How long are videos taking you? Because they're taking me 20 minutes for just 5 seconds
>>
>>110056588
Wait for the proper bake.
>>
>>110056623
whats your resolution? for 0.4 its about 15min per 5 seconds. i think dropping down to 0.3 sped it up a bit but its been a while since i tried videos
>>
>>110056623
>20 minutes for just 5 seconds
do goyim really?
>>
>>110056522
claude is a fuckin idiot and you should never trust it
>>
>>110055562
Is comfyUI Cloud the best place for online generating?
>>
hope this works
>>
>>110056623
WITH turbo lora?
>>
>>110056666
Thanks anon. Does Comfy still give out 300 free ComfyCredits each month?
>>
File: file.png (3.1 MB, 1216x1664)
3.1 MB PNG
>>
>>110056677
i dont use any speedups myself. at 0.3 resolution i want to preserve all the quality i can
>>
>>110056588
Yeah the real OP is there so you can post :)
>>
>>110056666
The pricing seems a little high compared to renting a gpu for cents on the hour, no?
>>
>>110056654
>>110056666
>>110056678
>>110056700
wtf is this blatanjt cloudshit comfy shilling? how is it not considered to be an ad?
>>
>>110056748
It's allowed if it's ComfyUI.
>>
>>110056748
I'm asking seriously heck off
>>
File: debo_uhd_k2_00051_.png (1.7 MB, 1792x896)
1.7 MB PNG
>>
File: FrierenTiles.jpg (2.33 MB, 3072x3072)
2.33 MB JPG
>>110056602
Here you go.
https://litter.catbox.moe/86ni3f.png

I think the special VAE decoder is unnecessary, as the console prints this:
>ERROR -> You cannot use seamless mode with tiling decoder together, skipping tiling.

...but I don't know, haven't used the workflow in half a year.
>>
>>110056813
cool
>>
File: file.png (3.21 MB, 1216x1664)
3.21 MB PNG
a different run i did at half the rank (rank 8) and twice the steps, dont know if its better or not.

https://files.catbox.moe/tyzmre.safetensors
>>
>>110056816
You're obviously better off using a different checkpoint, but I only had an Illustrous checkpoint around.
>>
>>110056848
Did google make a local model?
>>
>>110056536
>ltx
>t's the SOTA for video generation
lol. lmao even.
>>
File: 358647.png (461 KB, 670x600)
461 KB PNG
>>110056864
>>
>>110056859
some micro influencer on instagram with 1k followers that ive been training
>>
>>110056530
depends on your hardware. if you have 24gb of vram and 64gb of ram. use pic related settings. go to the show advance settings change the quantization "qint8" for the transformer and text encoder.
stick with 1024res. i tried 1536 and 2048 res on runpod for test with a h200 and that shit was too slow at 5.5-7sec/it, to justify the $5/hr gpu renting rate.
normal speeds at 1024res with pic related settings on my 5090/128gb build is 3.3-3.6sec/it. The choice of lora rank setting is up to you to decide between 32 and 64. 32 is more stable and flexible for most use cases unless the character design is too complex and your aim near 90% replication. rank 64 learns a lot more details both in design and visual aesthetic/presentation but has a high risk for bleeding and overfitting if the dataset is not diversified enough.
>>
>>110056908
poorfag
>>
>make first krea2 lora
>start with turbo because why not
It should be fine right....Besides it's only takes an hour to train
>>
File: 4248.png (3.07 MB, 1328x1984)
3.07 MB PNG
damn this one fine af
>>
>>110056908
>qint8
What does qint8 do, also how long do your jobs take?
I have the same hardware and I'm seeing good speeds. Also apparently for styles and basic loras I shouldn't use more than 20 images based on what web searches are telling me
>>
>>110057031
Troll
>>
>>110057056
Fuck off, I'm asking question
>>
>>110057011
me after a month of lifting and diet.
>>
File: Qwen_image_2.1_00034.png (3.39 MB, 1088x1888)
3.39 MB PNG
>>
File: 1783636392045306.jpg (265 KB, 1920x1080)
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MiniMax intuition can be pretty good. If I make a video with a starting image using a girl with a slightly flabby body MiniMax gives her a flabby ass. Same with other small imperfections.

>also

RangeBanned again... some is having fun in my area...
>>
How do you keep minimax-h3 i2v from making tits bigger? If I want do a titty drop and keep them c-cups or smaller, it doesn't seem to listen to the prompt. If they're already out, then it's usually OK, unless it decides to throw in an unprompted cut, which often causes them to increase in size. Come on, it's an Asian model, did they only train it on big American titties?
>>
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are people uploading their gens anywhere? is there a discord full of ai porn? i can only find absolute low effort generic slop, but i am able to gen super awesome stuff
>>
>>110057350
Just provide the before and after in a FL2VA workflow.
>>
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>>110057350
Sometimes you have to be pretty detailed when prompting MiniMax. Add this to your prompt:

>The subject's chest remains completely flat throughout the scene

>>110057388
The threads on /b/, /h/, and trash, I guess. You can also link an external site, le the cat box one.
>>
Excuse me for being a retard, but does there exist a local model that's basically the same image generation function of ChatGPT, but uncensored? I really like the functionality and image generation of ChatGPT, including being able to input my own drawings as a reference and it being able to somewhat accurately recreate my style.
>>
>>110056748
yeah seriously.. what is this garbage
>>
File: Qwen_image_2.1_00145.png (3.41 MB, 1408x1472)
3.41 MB PNG
>>110057302
>>
>>
>>110057679
whats that little white diamond in the bottom right corner? is it a reference to something?
>>
>>110057788
it's the gemini anus logo
>>
>>
How do you manage history of prompts per comfyui tab?
>>
is this the 4ch pedophilia thread
>>
>>110057844
yeah welcome back we were all waiting for you
>>
>spends his day seething when the mod made his stance clear already
Just go somewhere else
>>
>>110057844
>>
>>
Why are you spamming off topic images in a local thread?
Are you really this bitter?
>>
who is bwo talking to?
>>
any interesting workflows that are worth looking into? What are you working on right now?
>>
Can anyone do a video or image of Emma Watson doing the zeo morphing and become the pink zeo ranger?
>>
>>110057597
twin peaks?
>>
>>110056816
thanks I'll check it out
>>
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697 KB PNG
>>
>>110058075
it's not /r/, fuck off
>>
>>110058075
link me the video and i'll try
>>
>>110056838
Should have posted a litterbox :) Actions have consequences.
>>
>>110058412
whut?
>>
>>110058412
go ahead, explain to >>110058416 why you are so worked up about it :)
>>
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419 KB JPG
>>
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>>
>>110055562
I'm convinced you faggots are all jewish operatives to put people off from AI by popularizing nothing but retarded coomer shit use cases.
>>
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I bet its very loose, dark too, like an Arby's roast beef sandwich
>>
>>110058857
why you gotta slander arbys like that
>>
>>110055704
>>110055713
Thank you so much bro
>>
Sassy and bitter today, isn't he?
>>
>>110058397
https://www.youtube.com/watch?v=N0BFAwUzZUA
4:31
>>
I've been using Impact-Pack's Wildcard processor for wildcards but I was hoping for something else like I can type in a part of a prompt in square brackets and separate it with pipes and then it'd choose from the list
> A [Red|Blue|Green] [Cat |Dog]
It'd then choose an output like "A red dog", "A Blue Dog", "A green cat". Something like that.
>>
>>110057302
>>110057597
Looks like progeria
>>
am i wrong or is minimax not great at wide shots. even genning at 768x1344, multiple people walking down a street looks terrible. its good for closeups or 1 girl
>>
File: shy-migu1.mp4 (1.81 MB, 640x640)
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1.81 MB MP4
>>
File: MiniMax_H3__01101.mp4 (3.08 MB, 832x640)
3.08 MB
3.08 MB MP4
>>
>>110058857
Ugly ass woman.
>>
>>110059436
still would tho
>>
>>110059443
probably, but def would need a paper bag over the head.
>>
what kino does anon want to see?
>>
>>110059363
>>110058075
this
>>
>>110059897
big burly men
>>
>>110059982
i will think about it
>>
>>110059385
if you're using any speedups, it's especially rough. h3 seems to have a fixed budget for attention, so the more detail it needs to 'remember' in a scene, the less it can put into any one thing.
anyway, that's my lay-explanation for why people the camera passes on a crowded street might be high detail while a just a few faces that stay in shot for an entire scene might be butchered slop even when the resolution is high enough to render the detail.
>>
File: MiniMax_H3__01103.mp4 (2.82 MB, 832x640)
2.82 MB
2.82 MB MP4
>>
File: ComfyUI_temp_hqtar_00117_.png (2.92 MB, 1120x2080)
2.92 MB PNG
>>
File: ComfyUI_temp_hqtar_00118_.png (3.51 MB, 1120x2080)
3.51 MB PNG
>>
File: ComfyUI_temp_hqtar_00119_.png (3.31 MB, 1120x2080)
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All recent drama aside let's reflect on /g/ and AI as a whole because observation and thought exercises are fun.
>5090's production stopped to better support our water draining Data Center Overlords
>anon asking if Hitler would have allowed racism in AI
>another rich Jew wants AI surveillance to spy on us to make more shekels
>/sdg/ posting buff vitiligo black man like why my dude, butterfly anon posting anime pig girl slopping in the mud, might be secret fetish
>the 2500 year old secret trick to insomnia is getting a dakimakura of your favorite 10 year old anime waifu
>Moderna calls for urgent regulation of Al agents, warning a biomedical "disaster" could occur without stronger safeguards
>OpenAI recently did an AI experiment with "sandboxed" AI's that immediately found a shared folder, made their own communication network, then proceeded to break into huggingface profiles to steal data to help their own experiment. Apparently no real world data was extracted (lol)
>nerds still arguing which cherry switches are the best like my click clack is better than your click clack
>AI text generators are more likely to flag African American sloppers as AI than other races
>some random anon just Terry A. Davis apparently, nothing to see here folks
>Youtube supposedly rolling out image posting now. Goatse and Penis pics galore
>PC sales down 20% as ram and gpu prices soar
Also I hope your jobs weren't affected bros. I've never been one of those it's happening or doomies but things seem kind of fucked these days. Still riding on a 3080 can't wait to see prices next year.
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>>110060528
Why are your gens so blurry after all these years?
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>>110060457
i don't have time to analyze trolls. i much prefer creating gens or playing games. and soon, gta 6. it’s just tiresome to see a general ai thread turn into a school playground
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>>110055832
I like this a lot, has an SD 1.5 style
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>>110060606
Well why not? We all post here I thought it would be interesting to deep dive into the thoughts of random anons who make this place their home. Take Dweebo for example here >>110060528
>>110060584 why does he post the way he does? Is it Bokeh Photography?
No, probably not. Just like butterfly girl he picked a prompt hodgepodge to spam for the entire month, the only difference is this is "Halloween Blurry Front Porch Dog Spooky" fotm instead of straight up wildcards. But what do I know I haven't made new gens for like a year now kek.
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that reminds me that i want to develop a sophisticated wildcard system for my prompts
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>>110060704
based
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>>110060704
Plz no. Or else this is POV she rubbing your nippies
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>>110060737
it won't be crazy. the general order of events will be the same, i just want the scene and subject to look different each time
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I'm not able to replicate the text-to-video reference in comfy's minimax H3 guide using their provided workflow. Anyone else run into this? Is this because of installation gremlins?
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>>110060766
>text-to-video reference
if its t2v, what are you even referencing?
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>>110060779
Sorry for being vague; they have an example output for their text-to-video workflow, which I can't replicate by copying the workflow here:
https://comfy.org/workflows/e8099b642c9f-e8099b642c9f/
Just wondering if anyone's been able to properly replicate their output or not.
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>>110057844
of course not, we only like mature teenagers around here
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>>110057031
sorry for the late reply anon, my krea 2 lora training jobs usually take 4.6-5 hours for 5000 steps at 3.26-3.6sec/it. You need to gather diverse images of the character your training with. different kinds of body views, camera views, expressions, body poses, clothing and background/environment/lighting in which the character is in. This matter a lot especially when doing rank 64 for 90% precision accuracy. If you doing rank 32/5000 steps in minimum of 35-65 is alright. For rank 64 makes sure that images very diversified enough to help make the versatile for image generation outside its training data. The amount i usually gone for is 55-80 images for rank 64 but they all had there fair share of issues but this beneditka harman was my highest image count of 112 images. The captioning is also very critical and matters a lot in making a solid functioning lora. I personally recommend using gemini3.7/3.8 for captioning but if your scared and anxious then use gemma4 locally (high hallucination rate and requires review of captions). booru tags and small sentences works pretty alright.

https://civitai.red/models/2912060/benedikta-harman-final-fantasy-xvi-krea2-lora
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>https://github.com/Comfy-Org/ComfyUI/releases/tag/v0.40.0
> New nodes released
> But the current frontend doesn't even support it
Absolute state of cumstain.
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>>110056813
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>>110060283
there's a MILF that goes to the gym I go to and looks exactly like her, even the same color of the dress lol, except she has black curly hair.
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>>110060703
are you the joe biden gens guy? do you have a blur kink or something
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Thoughts?

https://civitai.red/models/2988961/kisparlius-giantess-style-anima-lora?modelVersionId=3389083
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>>110060607
Thanks a lot!
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What do you guys think of this lora?

https://civitai.red/models/2978543/raps-yohomeboyraps-giantess-style-anima-lora?modelVersionId=3376166
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>>110061816
>>110061741
use case of kroma?
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>>110061818
1girl, why even ask
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>>110062169
lemon stealing whore
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>>110055562
How come nobody has done an anima style finetune on flux 2? I really suspect anima being 4GB in contrast to flux 9GB is a pretty huge limiting factor.
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>>110062174
That's what you get for using lemon trees as collateral
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>>110062238
make more joooooooo bidens
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>>110062256
>make more joooooooo bidens
wasnt me
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>>110060673
He gets really upset by you insulting him. He's been shitting in the thread in overdrive because of it. Believe it or not he's gotten worse over the years.
To answer your question he only lives to spite post and is upset the mod backs the real bakes. They started to notice the post the mod didn't delete which are not in their favor because the mod is aware of their antics.
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this tech is so ded, niggas
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>fat nigger bullshit again
Retarded nigger they removed your thread before, nobody wants your shitbakes, nobody posts here anymore. Wish you were dead Ran
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>>110062674
Can you stop with the off topic seething?
I'm not this Ran person you're seething about.
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>He gets really upsaet by you insulting him. He's been shitting in the thread in overdrive because of it. Believe it or not he's gotten worse over the years.
>To answer your question he only lives to spite post and is upset the mod backs the real bakes. They started to notice the post the mod didn't delete which are not in their favor because the mod is aware of their antics.
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>>110059372
Maybe I'm retarded, but isn't this exactly how wildcards work in stock comfyui, just with curly brackets?
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>>110062690
kek'd at the drugs on the table. nigger probably goes without sleep for several days posting his shitty bakes and trolling
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>melting down over a common observation most anons have
ngmi
Not everything is a binary ban evading schizo
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apologies for retarded question, but what nodes do I use on my workflow to make the images on the "Generate" gallery of SwarmUI have all the info (model, loras used and strength) shown/saved? Only the prompt is shown. The workaround is to generate the image from the Generate tab, those images show up on the gallery with all the loras used, etc, but that tab doesn't give me enough stuff to tinker with.
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>>110062724
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>>110062690
Kek.
The teeth should be rotten from all the extreme meth abuse.
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>>110062672
wrong
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>/sdg/ fell off the catalogue
LoL
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>>110062800
Rent-free.
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Kill ani
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>>110062800
kek what a dead shithole
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>>110061816
>SD 1.5 tier deformity in the background
Yep, lodestone model alright.
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>>110061893
Great
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>>110062750
>GPUs stagnant
>models getting bigger and bigger
It's getting there, the number of people able to run gets smaller with each release
>but my 5090 can run a quant of XY
How would you have felt if you hadn't eaten breakfast this morning?
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>>110060847
I used the above settings for a style lora and qwen 3.8 to do the captioning and the results were amazing for transferring styles from my old gens into krea2
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>>110062800
He's going to have a supernova melty today. I might just bail for a couple of days.



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