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File: collage.jpg (3.81 MB, 4817x5000)
3.81 MB JPG
Discussion and Development of Local Image, Video, and Music Models

Previous: >>109242827

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

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
risky collage, hope it survives
>>
>>109245521
Nothing risque about it, pin-up is allowed. No genitals etc are visible.
>>
>>109245530
okay, i trust you
>>
Gamer mode = activated
>>
Collage pic is 100% getting removed
>>
>>109245587
Why?
>>
>>109245592
Don't act naive
>>
>>109245491
>foot lora
ok now get a humerus lora.
>>
Is there a way of achieving consistency with anima? or I'm fucked? I feel like playing gatcha with this model, I didn't have this issue with illustrious, I want to achieve a semi-realistic style but as soon I enter the realistic o semi-realistic tag the gen becomes a pony realistic slop, I've tried using low weight token(0.25) but it still gives me bad results, if I go with a longer prompt, every gen turns out different, I hate using artist tags, I like to mix generic styles
>>
>>109245606
Don't dodge the question
>>
>>109245587
>>109245606
0/10
>>
I'm gonna get this collage pic removed, watch.
>>
>>109245521
>>109245587
>oh my you sis you've included way too many real women for my taste and i'm using this as a dogwhistle to take down your collage lolsies!! my estrogen cant take it and for that you will suffer lawl xD
go. the fuck. back. https://trans.reddit.com/login
>>
File: file.jpg (625 KB, 1672x2512)
625 KB JPG
>>109245491
eh krea2 is pretty good.
>>
File: 1780716371025~01.png (1.36 MB, 768x1155)
1.36 MB PNG
I want to use Krea 2, but I'm so lazy and can't be bothered to move from Illustrious. Besides, I hate using ComfyUI. Is there any retard guides because last time I tried to install Anima, it gave me errors saying something about missing a qwen file
>>
>>109245648
nigga you just download the latest windows portable and run the bat
>>
>>109245648
https://docs.comfy.org/tutorials/image/krea/krea-2
>>
finally, I can ditch rgthree's nodes. got claude to make me a node bypasser and a group bypasser with the same features. so long, gay bowser
>>
https://civarchive.com/models/2746789?modelVersionId=3092640
>someone trained a downie
>>
Krea 2 only knows the old, bogged, Courteney Cox. So sad.
>>
File: 4523.png (3.47 MB, 1216x1728)
3.47 MB PNG
>>
>sharing a thread with a gay person
nope, I'm out
>>
File: 3456786.webm (3.86 MB, 256x448)
3.86 MB
3.86 MB WEBM
>>109245389
what the heck is this? i thought they said they were training a new version of a regular kino generator. my fault for believing the jews. JUSTICE FOR MY NIGGA LTX!!!!!!!!!!!!!!
https://files.catbox.moe/1t9ise.webm
>>
>>109245615
Yeah that's just a skill issue.
>>
>>109245691
slop
>>
>>109245615
Use the related tags / tag wiki pages on danbooru. Also you can get pretty far with just natural language or including natural language with tags.
>>
>>109245655
>>109245656
Should I wait for Krea 2 Edit? I've seen people make edits and they seem pretty good.
>>
>>109245615
>I hate using artist tags, I like to mix generic styles
Anima is not the model for you then
>>
>>109245729
Works just fine
>>
>>109245729
Nah you can mix and find stable generic styles with Anima. You just have to be mindful with your prompting.
>>
see how they provide no evidence
>>
>>109245521
>mfw Resource news

07/10/2026

>LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models
https://cdfan0627.github.io/LongE2V-page

>Enhancing In-context Panoramic Generation via Geometric-aware Pretraining
https://zry000.github.io/Canvas360

>SAM-MT: Real-Time Interactive Multi-Target Video Segmentation
https://henghuiding.com/SAM-MT

>OPSD-V: On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators
https://meigen-ai.github.io/OPSD-V

>DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models
https://github.com/Pengjie-W/DeltaV

>Leveraging Color Naming for Image Enhancement
https://namedcurves.github.io

>ARDY: Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation
https://research.nvidia.com/labs/sil/projects/ardy

>ComfyUI Workflow Documenter
https://github.com/kasumiworks/comfyui-workflow-documenter

>INT4 (W4A4) Inference in ComfyUI - Krea2 Turbo INT4 Convrot
https://github.com/viralvfx/ComfyUI-INT4-Fast

07/09/2026

>Krea 2 Style Reference LoRA
https://huggingface.co/ostris/krea2_turbo_style_reference

>Infinite Worlds with Versatile Interactions
https://technology.robbyant.com/lingbot-world-v2

>HIVE: Understanding Post-Hallucination Reasoning in Vision Language Models
https://github.com/hefengcs/HIVE

>Tree-of-Thoughts Reasoning for Text-to-Image In-Context Learning
https://github.com/Pandastep/ToT-T2I-ICL

07/08/2026

>LingBot-Video: The first open-source MoE video foundation model for embodied intelligence
https://technology.robbyant.com/lingbot-video

>Anima-Turbo v1.0 and Anima-Aesthetic v1.0 models released
https://huggingface.co/circlestone-labs/Anima/tree/main/split_files/diffusion_models

>SceneWorks: A Free Open Source Local Alternative to ComfyUI
https://github.com/SceneWorks/SceneWorks

>Introducing Muse Image and Muse Video
https://ai.meta.com/blog/introducing-muse-image-muse-video-msl
>>
i have plenty of evidence
>>
>>109245740
You missed it since you are a tourist
>>
>mfw Research news

07/10/2026

>TMI: Text-to-Image Meets Image-to-Image for Complementary Data Synthesis to Boost Long-Tailed Instance Segmentation
https://seokhunchoi.github.io/TMI

>SAGA: Stable Acceleration Guidance for Autoregressive Video Generation
https://arxiv.org/abs/2607.08020

>DreamCharacter-1: From 3D Generative Foundation Models to Product-Ready Character Generation
https://dreamcharacter-x.github.io

>Multimodal 3D LUT Generation via StatLUT with Statistical Features for Photorealistic Style Transfer
https://arxiv.org/abs/2607.08227

>Dive Into the Implicit Biases of Low-rank Vision-language Alignment
https://arxiv.org/abs/2607.08194

>Do Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image Detection
https://arxiv.org/abs/2607.08674

>OpenCoF: Learning to Reason Through Video Generation
https://opencof.github.io

>Beyond wheelchairs and blindfolds: Investigating disability stereotypes in T2I models with INCLUDE-BENCH
https://arxiv.org/abs/2607.08515

>SkelGen4D: Weakly-Supervised Skeleton-Based 4D Generation for Text-Driven Mesh Animation
https://arxiv.org/abs/2607.08246

>Closing the Null Space: Guidance-Aware Quantization for Classifier-Free Diffusion
https://arxiv.org/abs/2607.08241

>GRE-Diff: Gaussian Room Embeddings for Structured Layout Diffusion
https://arxiv.org/abs/2607.08086

>Adversarial Decoys: Misdirecting Attention-Based Defenses in ViT
https://arxiv.org/abs/2607.07922

>Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions
https://arxiv.org/abs/2607.08164

>Rethinking Small VLM Quantization: From Component-Wise Analysis to Hardware-Aware Edge Deployment
https://arxiv.org/abs/2607.08029

>Cognitive-structured Multimodal Agent for Multimodal Understanding, Generation, and Editing
https://caseclose.github.io/cma-harness
>>
>>109245750
your mother is a tourist
a sex tourist
she took dicks
she took many dicks
>>
humbly accepting anons concession
>>
i dont accept your concession
>>
>>109245615
>illustrious
which model?
>>
File: ComfyUI_02185_.jpg (1.25 MB, 2016x3600)
1.25 MB JPG
>>109245615
>I like to mix generic styles
Try Krea 2. It's the best at mixing styles to create your own unique blend
>>
>>109245796
this looks like sd1.5 slop
>>
>>109245796
it doesn't have danbooru tho
>>
they are angry
https://files.catbox.moe/m26kyg.webm
>>
>>109245814
slop
>>
>>109245696
>>109245729
yeah, not skill issue here, I just feel like anima sometimes is overfit and it struggles when mixing concepts (which is the purpose of generative AI imho), i.e. If I want to take the composition and aesthetic of a doujin cover into a painting or photorealistic style, as soon as I use the tag "doujin" or "cover" it immediately turns my gen into an anime or cartoon photo, same when using the photorealistic o realistic tag, it transform the gen into a pony realistic slop with ugly faces, doesn't matter if I lower the token weight, feels like a sensible trigger that the user can't control.

I didn't have this issue with Illustrious
>>
>>109245818
then use Illustrious
>>
>>109245818
You could post a catbox and let anon help you but I have a feeling you're not going to do that.
>>
anon is too embarassed by her gens
>>
>>109245818
I just feel there isn't a middle ground when using anima, is just one concept or the other and you can't mix them properly
>>
>>109245828
the good old post your catbox so a pajeet can steal it and repost it on reddit trick
>>
>its 2026 and people still use tag based models
>>
>>109245849
According to anon it's a shitgen so I would not care to steal it anyway
>>
>people think their gens are going to get stolen
kek
>>
its a common tactic to shit on a model and not provide metadata in order to trick anon into thinking youre legit
>>
File: quant comparisons.png (1.53 MB, 1080x798)
1.53 MB PNG
https://www.reddit.com/r/StableDiffusion/comments/1ut2rvc/krea2_bf16_vs_fp8_vs_int8_vs_gguf_vs_mxfp8_vs/
Now that's interesting
>>
>>109245587
so when is this supposed to happen?
>>
why anons get all pissy and defensive as soon as someone posts a legitimate criticism of a model
>>
>>109245849
i wish people stole my prompts. we need more kinos in this general
>>
my gens got stolen too often so I don't post catboxes here anymore
>>
>>109245866
Criticism should come with metadata so we can figure out what anon is doing wrong and help him
>>
>>109245880
>implying it's always the anon's fault and not the model being shit
copemaxxing
>>
>>109245880
He clearly doesn't want help
>>
>>109245881
Its more likely that anon is just trolling since he refuses to post a catbox
>>109245882
Yeah clearly
>>
>>109245881
>implying it isn't a skill issue
holy cope
>>
>>109245796
Kek embarrassing
>>
i promise not to laugh too hard at your shit prompt and shit settings anon just post it
>>
Is comfyui inpainting/masking supposed to turn the image into a bunch of lines? Seems broken.
On Firefox
>>
>>109245880
>>109245882
>>109245887
holy mother of samefagging
>>
File: 5754465.webm (3.79 MB, 448x256)
3.79 MB
3.79 MB WEBM
OOPS!
>>
File: screenshot.1783726240.jpg (282 KB, 1462x585)
282 KB JPG
hell fucking yeah, it even replicated the exact features of rgthree's bypasser. alphanumeric sorting, toggle restrictions. love ai
>>
>people who never post a single gen asking for catboxes
KEEEEEEEEEEEEK
>>
>>109245866
>legitimate criticism
I didn't realize vague statements without proof classify as legitimate
>>
File: 233224CUI_00001_.png (1.08 MB, 1152x1152)
1.08 MB PNG
>>
>>109245911
do you understand the difference between asking for a catbox because you like anons gen vs asking for a catbox to help anon get better at genning
>>
File: Whatifthisthough.jpg (2.67 MB, 1536x2752)
2.67 MB JPG
>>
>>109245923
skill issue, learn to be good by yourself
>>
>>109245931
I wasn't the one complaining about being unable to use a model that was this anon >>109245615
>>
>>109245937
>b-but he has skill issues too!
that doesn't change the fact you have skill issues
>>
>>109245931
holy reading comprehension batman
>>
>>109245929
Slop
>>
>>109245923
why would anyone trust you to help if you never post any gens? for all we know you could just be a troll, which evidently, you are
>>
Do you guys think we will get a local videogen model with multiscene this year?
LTX2.3 can kinda do multiscene but it's nowhere near the API models
>>
File: HunyuanVideo_00043.mp4 (497 KB, 640x480)
497 KB
497 KB MP4
>>109245953
cope
>>
>>109245959
>HunyuanVideo
based unc
>>
Sharing is caring

Share your catboxes and be a good anon
>>
i like to rename my krea2 outputs to ideogram4 or id4 or some other implication that the image was made with ideogram
>>
>>109245948
I was offering to help but clearly anon is just trolling and is more interested in spreading lies than getting better.
>>
>>109245975
You tried, thanks debo
>>
>>109245975
>I was offering to help
you weren't, you are just concern trolling
>>
humbly accepting anons second concession
>>
anon won, you lost
>>
>>109245987
How so? Link to the post where I did that and elaborate on your reasoning
>>
>>109245975
lol, how about your post one of your gens first to see If anon even wants your help
>>
>>109245975
>anon is just trolling and is more interested in spreading lies than getting better.
How so? Link to the post where he did that and elaborate on your reasoning
>>
>>109245975
>>109245997
if you're going to troll, the least you could do is make it less obvious
>>
stfu
>>
>>109245957
just learn to edit it's not that hard.
>>
something about idiotgram makes me physically sick.
>>
>>109245999
If anon doesn't want help and just wants to vent he should go somewhere else

>>109246000
By not posting his failgen in a catbox so anon can help him write a better prompt or use better settings. It's pretty simple desu

>>109246001
Its trolling to ask anon to post a catbox of his failgen so others can help him? how?
>>
File: 234721CUI_00001_.png (1.84 MB, 1152x1536)
1.84 MB PNG
>>
maybe anon is too embarassed to post his gen and getting laffed at

pls understand
>>
File: 63903.png (3.8 MB, 1152x1920)
3.8 MB PNG
>>
>>109246015
>he should go somewhere else
you don't own this place, he can do whatever he wants, cry more about it
>>
>>109246015
we dont want your help, goober
>>
>>109246036
okay, then why are you asking for it?
>>
>>109245967
why?
>>
I'll use Ideogram when they release the BF16 weights
>>
>>109246028
Im not the one crying about being unable to use a model or crying because anon is asking me to post a catbox of my failgen keke
>>
>>109246045
>why are you asking for it
no one asked your help, what are you hallucinating again schizo?
>>
>>109245743
>>109245751
thanks!
>>
>>109246058
you're asking the board for help, so stop?
>>
>>109245957
you can already do that
>>
>>109246064
stop what?
>>
File: debo_cc_k2_00037_.png (2.8 MB, 1792x977)
2.8 MB PNG
>14 images
>some arent even gens
you guys can do better

>>109246061
happy to share knowledge!
>full archive soon
>>
>>109246074
just stop
>>
>ask anon to post catbox so we can help
>anon proceeds to cry for literally an hour
>still doesnt post failgen catbox
orbit in sides
>>
>batch size 5 at 3mp
maybe this was a bad idea but its definitely quicker than doing 1 at a time
>>
>>109246082
>we
you and the voices in your head don't count as multiple people anon
>>
>>109246089
post your gen so anon can see and help
>>
File: 00002-3775344846.jpg (536 KB, 1920x2688)
536 KB JPG
artoria pendragon (lancer alter) krea2 lora complete :)
>>
>>109246077
i was being sarcastic
>>
>>109246094
that would defeat the purpose of his original post which was to spread false information
>>
>>109246103
what information was false?
>>
>>109246108
that anima is inconsistent
>>
File: 235741CUI_00001_.png (1.47 MB, 1152x1536)
1.47 MB PNG
>>
File: animaconsistency.png (36 KB, 821x455)
36 KB PNG
>>109246109
how is that false information? its a well known issue
https://www.reddit.com/r/StableDiffusion/comments/1tj2rcl/stabilizing_mix_of_artist_tags_in_anima/
https://www.reddit.com/r/StableDiffusion/comments/1t5b87p/anima_tips/

there are many more threads if you search for it
>>
File: ComfyUI_02151_.jpg (1.19 MB, 2016x3600)
1.19 MB JPG
>>
File: 00004-3996218883.jpg (443 KB, 2688x1920)
443 KB JPG
>>
File: 000602CUI_00001_.png (2.19 MB, 1152x1536)
2.19 MB PNG
>>
File: Anima_00546_.jpg (1.45 MB, 2000x2000)
1.45 MB JPG
PUT THE RAM IN THE BAG YOU ROODY-POO FUCKS
>>
>>109246128
You just posted examples of people getting help for their poor prompts. Those links clearly explain how to get consistent results with Anima kek. You should tag the original anon ITT so he can see and improve his own prompts.
>>
>>109246145
>anima filename
>garbage gen
looks about right
>>
>>109246146
why don't you tag him? aren't you the one that offered to help?
>>
File: 001006CUI_00001_.png (2.27 MB, 1152x1536)
2.27 MB PNG
>>
>>109246152
>no thought
>garbage post
looks about right

back in my day trolling was a art
>>
>>109245491
Test
>>
File: ComfyUI_02173_.jpg (683 KB, 2016x3600)
683 KB JPG
>>
>>109246154
You're not going to refute that what you just posted proved the opposite of what you claimed? Kek gg anon
>>
>>109246164
did it work?
>>
>>109246162
cope and seethe
>>
35 star status?
>>
>>109246097
Is it?
>>
>>109246179
About what?
>>
File: ComfyUI_02172_.jpg (824 KB, 2016x3600)
824 KB JPG
>>
File: 00007-1919225412.jpg (351 KB, 2816x1664)
351 KB JPG
>>109246183
here you go
https://gofile.io/d/9kFrTV
>>
i love ldg
>>
File: Krea2_turbo_00337__75.png (2.93 MB, 1254x1884)
2.93 MB PNG
>>
>>109246215
Slop
>>
>>109246206
Not slop.
>>
>>109245706
>>109245816
>>109245952
>>109246225
>Spamming/Flooding
>>
File: 00010-4006398962.jpg (383 KB, 1664x2816)
383 KB JPG
>>
File: Krea2_turbo_00341__1_75.png (3.14 MB, 1254x1884)
3.14 MB PNG
>>
>>109246011
"Why using Edit models/Nano Banana Pro to modify images bro? Just inpaint or use Photoshop bro, it's not that hard"
>>109246065
I never said it wasn't, in the very same post I sadly LTX2.3 can do that but it's just not good
>>
>>109246225
There he is. There he goes again. Look, everyone! He posted it once again! Isn't he just the funniest guy around?! Oh my God.
>>
>>109246247
>I sadly
*I said
>>
>>
>nigbo
>>
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458 KB JPG
>>
File: 634556.webm (2.44 MB, 256x448)
2.44 MB
2.44 MB WEBM
chud got BTFO
>>
File: 00018-259949589.jpg (455 KB, 2880x1728)
455 KB JPG
>>
File: 756897272047728.png (2.18 MB, 1728x1024)
2.18 MB PNG
>>
did any1 compare comfyui seedvr2 that launched today ? do the new int 8 models get rid of the visible patternz?
>>
File: urafag.jpg (1.64 MB, 2000x2000)
1.64 MB JPG
>>109246179
>>
>>109246246
this but the text is actually correct
>>
>>109246334
How....
>>
https://civitai.red/models/573152/lustify-nsfw-checkpoint?modelVersionId=3112728

17.5k buzz
lol
>>
>>109246338
time to start gooning
>>
File: ComfyUI_02222_.jpg (734 KB, 2024x2696)
734 KB JPG
>>109246206
Nice work
>>
>>109246338
the one shot that was posted here as self promo looked plasticky as fuck
its another jeetbake
>>
How do we feel about SD.Next?
>>
File: 295641141060827.png (1.86 MB, 1984x832)
1.86 MB PNG
>>109246356
Never used it.
>>
>>109246325
https://huggingface.co/Comfy-Org/SeedVR2/tree/main/diffusion_models
https://huggingface.co/Comfy-Org/SeedVR2/tree/main/diffusion_models

chop chop anons
i spoonfed you
now give me the answers >:D
>>
>>109246338
looks like shit, everyone's made of like dithered leather lol, and i don't just meant the black guys, like look at her tongue
https://civitai.red/images/136296335
>>
>>109246345
what are these pasties and bodysuit?
>>
>>109246346
you can tell it's trained on sloppa SDXL gens just by the aggressive sameface in the gallery
>>
>>109246410
learn what? you dont even know how to change your gpu speed
>>
File: Krea2_turbo_00343__75.png (2.78 MB, 1254x1884)
2.78 MB PNG
>>109246410
nope im good
>>
>>109246421
> you dont even know how to change your gpu speed
Yet somehow he has managed to cook easily top 1% lora and make high quality gens.
>>
>talking about yourself in third person
>>
File: citation_needed.png (139 KB, 330x296)
139 KB PNG
>>109246458
>>
File: ComfyUI_02239_.jpg (1.02 MB, 2024x2696)
1.02 MB JPG
>>109246392
>a full-body black fishnet outfit with large black cross-shaped tape covering the nipples and pelvic region
>>
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>>
Is there anyone here who runs an AI on their own PC and produces NSFW content?

This is my biggest dream. Is this possible to achieve?
>>
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https://www.reddit.com/r/StableDiffusion/comments/1usn59r/t2i_realism_krea2_test_showcase/
>realism showcase
>818 points (95% upvoted)
>its just undersampling in a dark scenario
>>
>>109246478
> noo, no one can appreciate someone else's work!1

>>109246479
>>109246410
>>
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>>109246487
>>
>appreciating sd1.2 tier slop
>>
>>109245906
Why even bother doing this when you can just rip the code directly from rgthree and remove all of the other bloat
>>
>>109246495
Im brazilian, show some respect
>>
>>109246483
sd 1.5?
>>
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What's the deal with open claw?

Can I run it locally with a qween coder llm?
>>
>>109246479
prompt?
>>
>>109246508
because ripping the code is actually more work due to the way they're designed. its not just one file containing the logic. for example the constants for the bypasser is its own file, the rendering of the node is its own file, the registration of the node is its own file, then there's a base script which is inherited from some other shit that you need which extends from another class that you need

its a pain in the fucking ass to detangle all that. easier to just have claude build it from scratch and customize to how I see fit.
>>
>>109246531
ye it's easy to set up with a suitable backend
can't answer the other question, I really don't know
>>
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>>109246490
Shitty camera + Bad lighting = Realism
>>
>>109246541
did you save the og image pre-seedvr2 upscale?
>>
>>109246531
Yes qwen3.6 27b is pretty decent for simple projects. You just need enough VRAM to fit a large context (at least 100k).
>>
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>>109246553
I don't think so
>>
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>>
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>>109246509
anao é irmao
>>
I'm a newfag
Is it possible to run Krea 2 with a desktop 3050 8GB + 16 RAM + 5 5600X?
I like doing concept art and character design and so far I've been using Anima, but Krea 2 seems really promising with it's more robust language model and the focus on not being anime (although I appreciate the booru tags)
>>
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>>
>>109246587
Ah shit so i got the new seedvr2 working and it doesnt seem to produce vertical artifacts even when the input is large. i wanted to try it out on one of your images since they had hair messed up
>>
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>>109246684
>Is it possible to run Krea 2 with a desktop 3050 8GB
yes, there are a lot of quantized options so you could fit something in there. if you go here, theres a hardware selector widget that lets you ballpark what you can work with:
https://huggingface.co/gguf-org/krea-2-gguf
>>
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>>
>>109246723
>Try to add my hardware
>It's missing from the list
mfw lmao
But thanks I'll keep cautiously optimistic then
>>
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>>
>>109246773
What is your preferred model for dripping glue?
>>
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>>
testo
>>
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>>
File: debo_cc_k2_00043_.png (2.35 MB, 1792x977)
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>>109246870
>>109246908
great gens
>>
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can someone make better version of this?
>>
>>109247008
no it's already perfect
>>
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>>109247008
dario and bezos look weird but its pretty goog
>>
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>>109246999
thanks
>>
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>>
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https://files.catbox.moe/0tep30.webm
/a/ said I had the nigger aids for pointing the melting hand and belt out on this
>>
wow, it's bmp
>>
>>109247114
i dont see it
>>
>>109247114
Anime is doomed, isnt it? It hasn't been for a while but now it seems to have come full circle.
>>
>>109247114
y r u still using illustslop kek
>>
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>>
>>109247114
looks fine to me, the art style is really not my cup of tea though
>>
>>109247090
Slop
>>
i discovered i can use an LLM to write new prompts for me
>>
spoiled by ltx generation times, yet disappointed in how stiff, samey, and low quality they are
>>
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>>
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>>
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>>109247432
this is one of your better ones
>>
>>
>>109247463
>>109247505
short humerus :^)
>>
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>>109247090
what's the prompt from this anon :). i like the pose and camera view.
>>
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OH N-
>>
>>109247489
I have missed your gens. So many anons could learn from you.
>>
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>>109247584
I appreciate that anon
but I've always been here :)
>>
>>109247584
> So many anons could learn from you
True.
>>
>
>>
>>109247606
>>109247611

Autism report: Yes.
>>
>2nd pc up and running
>genning nsfw with one and gemma4 rp on the other

THIS is local.
>>
>>109247740
I'm proud of you anon, hehe
>>
>>109247740
hydrate
>>
the dust should have had time to settle by now, what's the skinny on in8? is the lora thing fixed and/or is int8 faster than fp8 without turbo loras
>>
>>109246664
now i know why i felt some kinship with gaynon
>>
>>109247935
>int8
We use int4 now caveman
>>
lora creators don't include trigger words because they have no idea how to trigger their loras consistently themselves
>>
>>109248007
these people train loras with no captions, they literally have no trigger word, idiots
>>
>>109245491
>Feet Diffusion General
>>
has anyone made a int4convrot ideogram4 model yet?
>>
>>109248137
they only release the fp8 weights so int4/8 conversions won't be as good as they should
>>
>>109247935
Int8 is faster because x86 cpu is faster at integer computation. I doubt it's a huge difference if you have 50x0 and enough of vram. It has to be related to python shit somehow.
Yes you can post that AI generated "table".
>>
>>109248202
>Int8 is faster because x86 cpu is faster at integer computation
>cpu
what
>>
>>109248228
I didn't expect that you would understand how computers work.
>>
>>109248232
explain
>>
>>109248014
All loras have trigger words whether or not you include them.
>>
>>109248236
that's not how it works
what are the trigger words of an unlabelled dataset?
>>
>>109248242
That's determined by the model.
>>
>>109248236
that's not true, it pulls the weights no matter what but sometimes it's more noticeable
like with faces, every face is 2 eyes, a nose and a mouth, so any likeness lora will latch onto it and turn every face into the same one whether or not the token is present
>>
>>109248235
x86 is still turbocharged 8088. If things were better we would use something like MIPS with crossbar architecture. MIPS was designed for floating point calculations but Microsoft bought their way in etc. Read books.
>>
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>>109248252
>>
>>109248263
why do you think it is NVIDIA, a GPU company, and not Intel or AMD, x86 CPU companies, that made all the money selling hardware for AI?
>>
>>109248272
You think I'm a mark?
>>
>>109247740
Enjoy the low quality
>>
>>109248258
That happens because the lora is overcooked. Concepts shouldn't bleed all over the place.
>>
>>109248288
nta but gemma4 31b does amazingly well for rp. you don't need the bestest hundreds of trillions parameter model to coom
>>
>>109248290
>That happens because the lora is overcooked
it happens regardless because that's just how math works, it is just more noticeable with overcooked loras
>Concepts shouldn't bleed all over the place.
if only there was a way to minimize this issue
what if we conditioned the image generation on text describing it? could that work?
>>
>>109248290
it's the only way loras work, they're not super sophisticated they just pull similar weights to the target. Clothing works well if it's a unique garment that doesn't look too much like anything else, but if you train on Levi and prompt for Wrangler then you're getting Levi
>>
>>109248303
nah, i tried deepseek, kimi, glm, they're all trash, i bet this model is even more trash given the parameters. they have problems by message 1, don't advance the story, huge dialogues, repeat the last sentence you said, can't abstract and think outside the story.
>>
>>109248306
>what if we conditioned the image generation on text describing it? could that work?

Isn't that what embeddings do?
>>
>>109248332
the fucking state of /g/
>>
>>109248314
Integer.
>>
>>109247538
What dataset did you train this anime character on? Illustrations? Can you try some txt2img rolls with the character in anime mode, different poses and expressions? just to see how Krea interprets it. I've got a wildcard list of danbooru actions and face expressions if you need one, it's what I use to measure concept forgetfulness on Anima.
>>
>>109248288
>>109248303
Yeah gemma4 does amazing. You just have to be good with the master prompt.
>>
>>109248337
Okay, elaborate then, genius.
>>
>>109248356
ask an LLM, you got your terms all mixed up
>>
>>109248326
We need to bring back PEBKAC
>>
>>109248365
>https://stable-diffusion-art.com/embedding/

>What is embedding?
>Embedding is the result of textual inversion, a method to define new keywords in a model without modifying it. The method has gained attention because its capable of injecting new styles or objects to a model with as few as 3 -5 sample images.

>First you define a new keyword that’s not in the model for the new object or style. That new keyword will get tokenized (that is represented by a number) just like any other keywords in the prompt.

>Each token is then converted to a unique embedding vector to be used by the model for image generation.

This is conditioning image generation based on text.
>>
what can't you just like wiggle the vectors around a little at sampling time to fix the turbo model sameiness problem?
>>
>>109248401
yes buddy, I know, I'm saying you're using the terms wrong
what I described was just captioning your images, nothing to do with textual inversion
again, a LLM can really help you get a better understanding of how these things work
>>
>>109248410
wrongly*
>>
>>109248303
It has the same problems as all other LLM models with repetition, low creativity, and summarizing everything.
>>
>>109248411
time to commit sudoku I guess
>>
>>109248410
>what I described was just captioning your images, nothing to do with textual inversion

You didn't say anything about captioning. Your post seemed to suggest an alternate method, but it's evident now that you were just be snarky.
>>
>>109248426
>You didn't say anything about captioning
I can't even with you anymore
>>
Good morning everyone
>>
>>109248434
I already mentioned captioning before you. What's the point of you repeating what I said?
>>
>>109248450
you must be gemma4 31b bot to be this dumb
>>
>>109248454
you must be gemma4 31b bot to be this dumb
>>
why are we here?
>>
>>109248462
Just to suffer? They played us like a goddamn fiddle.
>>
>>109248473
time to commit sudoku I guess
>>
>>109248355
>amazingly
>local
>24b
Yeah
>>
>>109248497
I made my teenage wife squirt all over our daughter who was fisting both of her holes while I plugged the third.
Just because it's not a 500gb model, it doesn't mean it's unable to do your bidding good.
>>
>>109248573
@grok visualize this scene
>>
>>109248573
what third
>>
>>109248598
way to out yourself as a virgin
>>
>>109248608
i have the wild feelin someone using ai to rp that shit might not have popped their cherry
>>
>>109245648
>I hate using ComfyUI
Where's the problem with using Forge Neo tho?
>>
dead hobby, cloud wonned
>>
>>109247538
Slop
>>
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>>109248687
this is lowk true because cloud doesnt allow NSFW so you're forced to make kino
>>
>>109248746
you already posted this comic, is your imagination that limited?
>>
Kino should be made to get appreciated more than once!
>>
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>>109248687
>10 rupees have been credited to your account
>>
>>109248746
>breaks the 180 rule
>>
>>109248761
you're forced to make kino, but you're also forced to be creative and not repeat yourself, don't forget that
>>
>everyone talking about krea
>download it
>casually try it out
>it's sdxl tier slop
huh? what am i missing
yesyes skill problem etc
>>
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>>109248772
>huh? what am i missing
nothing, they just have a lot of money to pay a lot of shills, imagine shilling a bloated 12b model that uses Qwen Vae when Z-image turbo exists for free kek
>>
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>>109248781
>>
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>>109248793
>>
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my tard wrangling attempts on my potato pc with different prompts, mostly low res stuff. none of them have the pose or camera angle I'm looking for.
(0 indexed)
1, 1 has the camera angle I want but it's a bit too zoomed in
1, 1 and 2, 1 are the same prompt but I added "swedish" to the one on the right, it made her ugly kek
2, 2 has a pose closer to what I want
3, 3 has the feet in the shot but wears socks and wrong clothing, wrong pose, bad camera angle
0, 3 turned out an old woman for some reason kek
1, 3 has anons lora model from this thread, just fucking around with it, I have no idea what I'm doing
>>
>>109248772
Does this look like SDXL tier slop? >>109246773
Or this? >>109247538
I don't think so anon, and the people using Krea here need to break away from SDXL to make more interesting stuff.
>>
>>109248766
>you're forced to make kino

actually that was made with Krea 2, so technically I can make pornslop too.
But since its me - even my porn slop is kino.
>>
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>>109248800
>>
>>109248813
>>109248813
>>
>>109246206
>>109246130
Your gens deserve a spot in the Civitai highlights.
>>
>>109248818
you never said little finger retracted, it's a pass
>>
>>109248817
>But since its me - even my porn slop is kino.
you said you hated porn yesterday, what's with that sudden change in mind?
>>
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>>109248828
because when I do it, its not porn
>>
>>109248817
>my porn
>>109248835
>its not porn
you forgot to take your meds today schizo
>>
>>109248802
>Does this look like SDXL tier slop?
yes
>>
>>109248818
don't use z image turbo, use z image base, for a more complex prompt.

also, promptlet
>a person counting to three
That's a video, not a photo.



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