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File: collage.jpg (2.35 MB, 5000x2485)
2.35 MB JPG
Discussion and Development of Local Image, Video, and Music Models

Previous: >>109313701

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
>>
repost:

By the way, kiddos.

Did you know that Python libraries can access all vram? There's a leak, so actually your image gens can include, potentially, a hidden screen shot basically overlaid.

Now, if I get a copy of your png on the 4chan server, I can then use this information to reveal the other things in your vram.

Hacking is cool, but government hacking of your local models is even cooler.
>>
File: 19-29-2026.jpg (192 KB, 640x480)
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>>
>mfw Resource news

07/19/2026

>Kura: Experiment workspace for LoRA training AI agents and image-comparison runs
https://github.com/nomadoor/Kura

>China bans AI “boyfriends” and “girlfriends” over addiction and birth rate concerns
https://www.dexerto.com/entertainment/china-bans-ai-boyfriends-and-girlfriends-over-addiction-and-birth-rate-concerns-3388737

>Local AI Toolkit: Curated Collection of Locally-Runnable AI Models
https://huggingface.co/m15dg/local-ai-toolkit

>Krea 2 ReID Reference
https://huggingface.co/yijunwang2/krea2-reid

07/17/2026

>Rare Concept Generation via Counterfactual Inference in Diffusion Models
https://github.com/200204jzy/CI-Diff

>Uni-AdaVD: Universal Concept Erasure for Visual Generation via Orthogonal Value Decomposition
https://github.com/QifanZhou/Uni-AdaVD

>MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators
https://harahan.github.io/meanflownft-project-page

>TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimization
https://github.com/siw00-lim/TanGO

>GlobalForge: Towards Robust AI-Generated Image Detection
https://anonymous.4open.science/r/GlobalForge-BE0F

>Knowing You at First Glance: Inferring Apparent Personality from Faces
https://github.com/MrHuan3/GlanceFace

>GNM: Generative aNthropometric Model and Ecosystem
https://github.com/google/GNM

07/16/2026

>Reflecting Process Expertise in Procedural Material Generation
https://materialapprentice.github.io

>PromptForge LD: Shot-writer for LTX Video in ComfyUI using llama + lm studio + ollama
https://github.com/Brojakhoeman/Prompt-Forge-LD

>Qwen3-VL-4B-Instruct Heretic (ComfyUI)
https://huggingface.co/DreamFast/Qwen3-VL-4b-Heretic-ComfyUI

>AI Backlash Has Tech Executives Fearing for Their Lives
https://www.wsj.com/us-news/the-ai-backlash-has-tech-executives-fearing-for-their-lives-30c43972
>>
>mfw Research news

07/19/2026

>Cycle-World: Mitigating Error Accumulation in Long-term Video World Models via Reverse-Prediction Cycle Consistency
https://arxiv.org/abs/2607.11836

>DETRAM: End-to-end DEtection, Tracking and Recovery of HumAn Meshes
https://arxiv.org/abs/2607.09089

>Emergent Region-Level Facial Correspondence in Frozen Vision Foundation Models
https://arxiv.org/abs/2607.14423

>QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration
https://arxiv.org/abs/2607.15097

>LATO.2: Factorized 3D Mesh Generation with Vertex and Topology Flow
https://arxiv.org/abs/2607.10623

>Beyond Time Shifts: Adapting Omni-LLM as a Reference-Free Evaluator for Generative Audio-Visual Models
https://arxiv.org/abs/2607.09091

>Not All Color Categories Are Equally Stable: Multilingual Free Color Naming Experiment
https://arxiv.org/abs/2607.10465

>Video = World + Event Stream
https://arxiv.org/abs/2607.15038

>T3HG-Editor: Text-driven 3D Human Garment Editing with Body Priors Embedded in SMPL-X
https://arxiv.org/abs/2607.13654

>Beyond Color Geometry: Evaluating Human-Like Color Representations in Vision Models
https://arxiv.org/abs/2607.13647
>>
>>109316351
is this some denuvo shit or something?
>>
>>109316351
AniStudio doesn't have this problem.
>>
im curious why my gen didn't make it into the collage. either OP has bad taste, or my gen just wasn't good enough. judging by the collage, neither of those is the case, OP simply chose images at random
>>
>>109316390
But it does have the problem of being written by a malicious bad actor who's repeatedly talked about doxing other anons.
>>
>>109316379
import torch

# Start recording memory allocation history
torch.cuda.memory._record_memory_history(max_entries=100000)

# Run your surveillance inference loop
for frame_idx, image_tensor in enumerate(surveillance_feed):
output = model(image_tensor.to("cuda"))

# Dump the snapshot to disk
try:
torch.cuda.memory._dump_snapshot("surveillance_memory_snapshot.pickle")
except Exception as e:
print(f"Failed to capture VRAM snapshot: {e}")

# Stop recording
torch.cuda.memory._record_memory_history(enabled=None)
>>
File: 190131916962260.png (1.98 MB, 1280x1856)
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>>
File: debo_de_k2_00021_.png (3.51 MB, 2048x1101)
3.51 MB PNG
>>
>>109316314
uh oh troll post with no images. *GHOST NIGHT NOISES*
>>
>>109316351
>>109316405
why would they need all that if they already got code execution going in the target's machine?
>>
>>109316405
Yes the Talmud writes about this.
>>
>>109316424
gov doesn't give a shit. corpos literally will do anything and everything to sell your data/secrets
>>
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>>
>>109316405
How is that information useful beyond debugging?
>>
>>109316424
hardware level is glowie only
>>
>>109316452
this isn't "hardware level"
>>
>>109316450
well if anon is correct and there is some sort of logging for everything, they can steal workflows, target advertising to your gen taste and know if you have cunny or celeb gens on your pc
>>
Python really is a clown lang
>>
>>109316449
this is just a screenshot from Career Opportunities with changed colors
>>
>>109316462
>sort of logging for everything
wtf does that mean? you could maybe get some filenames, that's about it.
>>
Anyone know if tensordrive account bandwidth resets or is it permanently gone?
>>
>>109316472
it's vram. it can be pretty much return any media file
>>
>>109316462
>and know if you have cunny or celeb gens on your pc
they don't need to do that if I post them right here
>>
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432 KB JPG
>>109316462
>they can steal workflows
i get all of my workflows from indians on youtube
>>
>>109316517
>arm resting on air
>>
>>109316529
humorous isn't long enough
>>
>>109316395
Another anon has learned one of the reasons people don't care to post here
>>
>bro has never seen anyone lean on things before
>>
>>109316539
give me my Yous
find one real image of anyone ever leaning like that
>>
File: 185418CUI_00001_.png (970 KB, 768x1344)
970 KB PNG
FUCK oranges
>>
>>109316546
leave the house broski, might make you a better genner
>>
>>109316395
>>109316538
0/10
>>
>>109316424
Needle in a haystack, I guess.
>>
>>109316569
good lord you're a fucking imbecile are you really unable to tell what's different here?
>>
File: 185900CUI_00001_.png (1.05 MB, 768x1344)
1.05 MB PNG
you niggas will argue about literally anything
>>
>>109316589
eat your fucking oranges and shut up
>>
>>109316471
Yes, Flux Klein 9b is local model that can be used for image editing
>>
>>109316578
your complaint:
>arm resting on air
i just showed you a real image of someone with their arm "resting on air."
are you going to stop pretending to be stupid now?
>>
>>109316362
>>109316370
Thank you for the news!
>>
>>109316605
>bro has never seen anyone lean on things before
I hate disingenuous retards like you so much
kill yourself
>>
File: 887483796913569.png (2.27 MB, 1280x1856)
2.27 MB PNG
>>
>>109316613
i accept your concession
>>
>>109316605
that's not an arm resting on air, it's an arm raised for the purpose of sticking the thumbs in the pants
>>
>>109316622
And showing two extra fingers.
>>
>>109316405
This just logs allocation metadata (segment sizes, addresses, allocating or freeing) but not the bytes inside VRAM. Feel free to try.
>>
Does the thread merge happen tonight?
>>
>>109316624
I think those are two hands
>>
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>>109316622
>>109316624
you people are the dumbest gorilla niggers on earth, holy shit
>>
>>109316569
The railing and the perspective don't quite line up.
>>
>>109316489
Someone know?
>>
>>109316625
I found your home address using it
>>
>>109316645
why are you tagging me as if I claimed it was AI or something? you retarded baboon
>>
I feel a lot better knowing the pedos are going to prison.
>>
>>109316652
My home address isn't going to make AniStudio gain any traction. 36 stars, down from 38, and zero users, after two years of development.
>>
>>109316645
it's ai. body horror.
>>
>>109316659
You are useless.
>>
>>109316662
if it's really from early 2023 that's kinda crazy though
>>
>>109316659
what does this have to do with AniStudio schizo?
>>
Mostly, gens with just 1 step (here zit with 1 step lcm) turn out bad. But this guitar is METAL.
>>
>>109316662
what model was able to gen shit like that in feb 2023?
>>
>>109316351
Israel already has a backdoor to total control of my machine built into the ram chips, it never even began don't bother worrying
>>
File: AniStudio-01015.jpg (1.73 MB, 979x2558)
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>>109316675
OMG hi, Ani :)
>>
>>109316671
>>109316679

oh. Sorry. Then it's a bad shoop.
>>
>>109316662
I'm the anon calling the other anon a retard for thinking that arm resting in the air pose in >>109316517 looks natural at all but I have to say you're a bigger retard
>>
seems like the bots have taken over.
>>
>>109316680
yeah but think about how bad it is to let indians on your machine
>>
>A fashionable woman leans on a railing at a subway station, captured in dramatic black and white.
This absolute waste of oxygen just googled "chick leaning on rail" and thought the first thing that popped up was equivalent in any way to his gen
>>
>>109316680
Apparently any retard with an llm can vibecode a vram spy app.

>if it gets gpu
>it gets root on the gpu
>(sort of)
>>
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914 KB PNG
>>109316593
>>
>>109316684
it's kind of comfy if you aren't fat, just rest your forearm above your hip.
>>
>>109316695
Half this thread thought it was AI. That alone proves most of you don't know what looks real and what doesn't
>>
>>109316698
Incorrect. You cannot see any of the bytes stored in VRAM, only allocation metadata. Feel free to try.
>>
>>109316684
People use pose books and say "do this".

It looks getty images trained. But yes it's very unnatural.

and that image, you say it's 2023, then it's not ai but shooped badly.
>>
>>109316706
>Half this thread thought it was AI.
I didn't and that's all that matters.
>>
btw shooping is really old. The "photo shop" was literally a photo lab with pros who knew how to airbush and combine images etc. Varying degrees of quality, but back then a lot of people didn't even know such a thing existed.

>>109316707
vram isn't protected memory. It's not like when you write a C# app and try to fish around in ram but it's always 0's.
>>
>>109316716
wrong.

We now have some very good information as to the source of body horror.

It turns out that a lot of bad photoshopping was used to train models. So they confidently produce the extra appendages.

It turns out, they weren't making a mistake!!!
>>
>>109316725
You can't write or vibecode a Python script that can inspect the bytes in VRAM. Should be trivial to produce the evidence if you truly believe in your extraordinary claims.
>>
>>109316729
it's not bad photoshopping, it's lack of enough detail to perceive depth correctly
there is really nothing there that can't be explained by the noise and compression
>>
>>109316737
didn't anon just vibeshit exactly that at the beginning of the thread?
>>
>>109316746
All it does is log allocation metadata.
>>
>>109316737
>No, PYTORCH_ALLOC_CONF is strictly a performance layout manager; it provides absolutely zero security protection against reading from the wrong memory.
>>
>>109316737
>>109316747
I have a feeling there's a lot of libraries that can do exactly that. doesn't need to be torch
>>
File: goblin hangout 2.jpg (644 KB, 2048x1120)
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>>
>gen after gen of no missing fingers and no multiple arms even when continuity is broken by an object
>suddenly Vishnu
>>
File: 446384945429443.png (2.1 MB, 1280x1856)
2.1 MB PNG
>>
>>109316449
>>109316594
Gorgeous! JC has not been genned enough, unlike EW, AH, NP, KS…
>>
>>109316778
>JC has not been genned enough
that doesn't count as a gen, it's just a slight recolor
>>
>>109316351
I’ve never found hacking interesting. In my eyes, hackers will always be equivalent to kids raiding Habbo Hotel or writing slurs on the front pages of random websites and thinking it’s epic.
>>
File: 566680105306671.png (2.33 MB, 1280x1856)
2.33 MB PNG
>>
I'm delving into matters. I don't own an nvidia gpu, but I can tell you with 100% confidence that this combo *will* allow *any* vram to be read:
Description: Ubuntu 24.04.4 LTS
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm7.2

gpu 6950xt

using the line

HSA_OVERRIDE_GFX_VERSION=10.3.0 PYTORCH_ALLOC_CONF=expandable_segments:True python ~/ComfyUI/main.py --preview-method latent2rgb

I didn't screenshot it showing icons, I mistakenly thought it was genning them for some random reason lmao

picrel is what it mostly looked like, it was actually diffusing on random parts of vram lololol
>>
>>109316785
what if hackers find YOU interesting?
>>
>>109316785
I would think it's pretty lulzy if we could reveal people's desktop wallpaper tho.

>>109316791
not sure if this matters:

OpenGL version string: 4.6 (Compatibility Profile) Mesa 25.0.0-devel
>>
>>109316792
Oh boy they do. Which is amazing to me.
>>
>>109316792
Perfectly stated.

almost.

Let me amend.

What if hackers find your butt interesting?
>>
>>109316805
then I tell them they have to dig deeper if they want the prize
>>
ok here's the basic summary.

The current amdgpu on Linux has an oom that can allow reading from vram.

I'm not a hacker, I just ran out of vram and it glitched.
>>
File: 979013121400743.png (1.87 MB, 1280x1856)
1.87 MB PNG
They should bring back this body type.
>>
>>109316805
I'm a big man I can protect my butt.
>>
python shouldn't be allowed to access the wrong vram.

I think others have experienced bugs, and what they thought was they had bad oc or whatever.

BUT

I was more clever than your average faggot, because what I did was I lowered my power budget to minimum, maxxed fans, and didn't touch the clocks.

So, when I saw glitching in window decorators, I knew it wasn't my gpu. I knew it was drivers.
>>
ah yes, the seethrough t-shirt body type. Very safe for nudist camp work.
>>
>>109316822
it never went away, you just aged out of that demographic
>>
>>109316822
That body type is kind of in right now.
>>
>>109316832
thank god AniStudio™ wasn't programmed with python
>>
>>109316832
>>109316791
key point, I thought irrelevant, but it might be the key.

I was running 2x cmatrix fullscreen on two different monitors, in a different virtual desktop :^)
>>
>>109316822
gg retard.
i just hacked your png vram
>>
File: 492682264936716.png (1.88 MB, 1280x1856)
1.88 MB PNG
>>109316842
>>109316871
Oh yeah? That's good.
>>109316882
oh shit
>>
>>109316778
I'm training one rn, 18-22yo era
>>
>>109316882
his wallpaper is... "support ukriane" and rainbow flags.

(we guess his wallpaper)
>>
>>109316894
Perfect. Looking forward to it!
>>
>>109316892
Olivia Rodrigo, Zendaya, Jenna Ortega, Anya Taylor-Joy... not really my type of girls. Except Jenna, for some reason.
>>
>>109316923
Well I figure if women become money in the post apocalypse, some will be gold, and that kind can be the copper.
>>
File: 195558CUI_00002_.png (1.18 MB, 768x1344)
1.18 MB PNG
>>
>>109316926
well I wouldn't hold my breath, by the looks of it men will become the commodity.
>>
File: 672410670041065.png (2.04 MB, 1856x1280)
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>>109316923
Okay, I looked them up.
>Olivia Rodrigo, Zendaya
Yes.
>Jenna Ortega, Anya Taylor-Joy
Not really.
>>
>>109316965
They pretty much have the same bodies in my eyes just different height and skin tone.
>>
File: 603098622275091.png (2.69 MB, 1856x1280)
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>>109316989
Jenna and Anya are not sufficiently lanky imo.
>>
>>109316965
>>109317026
what models are these?
>>
>>109317067
sexo models sir
>>
>>109317026
>lanky
:^)

.
.
.
short humeri
>>
>>109317026
i like short girls. the shorter the better. and that has nothing to do with age related things.
>>
anons, humeri him with another krea slop gen

>>109317135
>>
File: 203241CUI_00001_.png (1.26 MB, 768x1344)
1.26 MB PNG
>when you remember you left the bad guy tied to a tree in the middle of the forest 2 weeks ago
>>
short girls almost always have the best personalities too. i don't know why but that's just how it is.
>>
you can't handle the tall girls, leave 'em to me.
>>
>>109317196
you can have em
>>
>>109317196
ah a fellow tall women enjoyer. I do like to collect those into my harem with strong females of various types. even collect kryptonians and amazones and goddess and even cosmics. festive fun.
>>
File: 65957346695896564.jpg (1.84 MB, 1515x2020)
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>>109317146
krea mogs.
you are just jealous.
>>
Local Diffusion?
>>
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506 KB PNG
>>
>>109316659
oh shit, he actually lost stars. it's pretty rare for people on github to unstar repos, lmao

pathetic
>>
>>109317234
zitbros, our response?
>>
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>>
>bro has never seen anyone holding a basket
>>
File: 204609CUI_00001_.png (1.17 MB, 768x1344)
1.17 MB PNG
>>
>>109317257
give me my Yous
find one real image of anyone ever holding a basket like that
>>
>>109317269
that one seems pretty good, found it under "z-image turbo" on civitai. whats wrong with it?
>>
>looking at a womans hand instead of her tits and tummy
>>
>>109317211
Did the blog factory explode
>>
>looking at a womans tits and tummy instead of her thighs and face
>>
>looking at a womans thighs and face instead of her soles and toes
>>
>>109317306
>>109317321
I check all of those, unless it’s in real life, where I look at the eyes.
>>
Does AniStudio support Krea2?
>>
>>109317386
https://github.com/leejet/stable-diffusion.cpp
if it's updated then yeah
>>
File: 1760190852473500.jpg (1.15 MB, 2400x3506)
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>RuntimeError: output with shape [1, 16, 1, 144, 112] doesn't match the broadcast shape [2, 16, 1, 144, 112]

What exactly is this Forge neo error? I think it has something to do with me having 9999 internet tabs open, 3 AI programs, and a game open but I'm not sure since it sometimes blocks a gen but sometimes works under the same circumstances.
>>
File: 925.png (1.57 MB, 1024x1280)
1.57 MB PNG
>>109317215
>>
>>109317417
That's pytorch issue.
>>
is sd.cpp faster than torch? no? then what is the point of losing comfy's versatility?
>>
>>109317386
just use the build-in UI of sd.cpp anon
no one needs the crashing blob
>>
>>109317460
retard
>>
>>109317462
Not having to deal with pyshit
>>
>>109317462
it's about as fast. considering the headaches you have to go through to get torch working properly it would save you time
>>
>>109317472
that's also where the versatility comes from
>>
>>109317476
You can't even properly reference memory let alone manage it
That's why comfy OOM's for so many users all the time
>>
>>109317417
This is something I ask chatbots to figure out for me.
>>
>>109317475
>considering the headaches you have to go through to get torch working properly
uh? I'm not using AMD
>>
>>109317488
I'm also thinking the app itself and cached images pushes things over the edge
>>
>>109317384
homosexual.
>>
>>109317386
>>109317464
PICK YOUR POISON

>a just trust me binary blob
or
>featureless webshit ui

The choice is yours
>>
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3.88 MB PNG
>>109316611
:)
>>
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>>109317490
The google one didn't say much. I'll just update, maybe that will fix it. inb4 everything breaks
>>
>>109317510
nah
>>
I don't even get what sd.cpp would bring to the table when you use forge neo + comfyui anyway
>>
>>109317512
why take poison at all?
comfy.org
>>
>>109316659
lmfao
>>
>>109317215
>>109317444
short humeri. Did their mommas drink while they were preggers?
>>
>>109316362
>>AI Backlash Has Tech Executives Fearing for Their Lives
>>
>>109317538
no more conflicting deps, no more bloat packages, no more shitty memory management, multi GPU support and you get to support a ggml approved project which is made by a dude that just wanted to get llms running on Mac because he was bored which is much better than pytorch jeets making every new version of torch worse than the previous
>>
>>109317316
what are you blubberling about fake girl? did you have a tism glitch in your head having to read more than 10 words? a bloo blooo bloooo cry moar prissy male.
>>
>>109317570
If you can convince >>109317586 to switch to sd.cpp I will donate monetarily to the project and switch to it myself.
>>
>>109317594
I wont switch to shit. piss off wokewrong
>>
>>109317570
>no more shitty memory management
prove sd.cpp manages memory better than Comfy
>multi GPU support
we're all GPU poor here, irrelevant
>>
>>109317624
you can limit the offloading and it can stream layers
>>
>>109317629
can you? how does it compare to comfy
>>
File: 59495238487520.png (2.14 MB, 1280x1856)
2.14 MB PNG
>>
>>109317641
where did you get this img of me
>>
>>109317646
probably hacked your vram
>>
>>109317570
>no more conflicting deps
literal skill issue
>no more bloat packages
oh noe my couple MB's
>no more shitty memory management
explain in detail or just shut up
>multi GPU support
possible with python, again skill issue
>and you get to support a ggml approved project
i don't care about you or any of the ggml homos
>>
File: 0_05417_.png (1.02 MB, 1280x704)
1.02 MB PNG
>>
>>109317677
I can get into goblins but why such an ugly one
>>
>>
Where can I go to find and download jumpcut NSFW LTX 2.3/WAN 2.2 LorAs now? There's like zero on civitai anymore and hasn't been one posted there in months.
>>
File: 360.png (1.62 MB, 1024x1280)
1.62 MB PNG
>>
>>109317670
>literal skill issue
I don't want to fix custom node devs' laziness every time everything breaks.

>oh noe my couple MB's
pytorch alone is multiple gbs

>explain in detail or just shut up
I don't oom on shit that should run fine on my 4090

>possible with python, again skill issue
it's hacky garbage that doesn't really do it

>i don't care about you or any of the ggml homos
anyone running llms at home is using some sort of ggml based application
>>
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124 KB JPG
>>
What's the best tech to create coom videos from my (existing) coompics?
I'm not a vramlet
>>
>>109317708
Ltx or wan models. grab loras for NSFW stuff on civit
>>
File: 02578897359790285.jpg (1.38 MB, 1280x1920)
1.38 MB JPG
>>
>>109317701
>I don't want to fix custom node devs' laziness every time everything breaks.
don't install custom nodes used by 3 people on earth then
>pytorch alone is multiple gbs
so you're just a poorfag
>I don't oom on shit that should run fine on my 4090
example workflow? bet it's a skill issue again
>it's hacky garbage that doesn't really do it
out of arguments? i'm still looking for pro sd.cpp arguments here or am i wasting my time?
>anyone running llms at home is using some sort of ggml based application
yeah llm's have different constraints then image/vid gen, crazy, did you figure this out yourself?
all in all 1/10, literally no arguments and you sound like you're seething
>>
File: gob witches.png (2.08 MB, 1600x1024)
2.08 MB PNG
>>109317681
i like them
>>
>>109317726
your python coping is very amusing. tell me why I need to follow all these rules when I can just get a binary that just werks and doesn't require gbs worth of deps. are you Indian btw?
>>
>>
>>109317742
because you lose all the fexibility that comfy (and python) allow
sd.cpp is very basic compared to the rest of the ecosystem
you can of course use sd.cpp if you want but why convince others if you have literally no arguments for people to switch over? you're free to shut up then
>>
>>109317742
>why I need to follow all these rules
the only "rule" was not using unmaintained custom nodes
something you can't do with sd.cpp at all because it doesn't have the versatility of comfy
>>
>>109316351
Uses snipping tool to take a screenshot of my gen and uploads that

Nothing personnel, glowie
>>
>>109317752
oh no I don't get to make grids of all the samplers we already know about! What will I ever do!!!!
>>
>>109317761
show literally any complex workflow in sd.cpp then
like 1% of workflows on civit can be run at all on sd.cpp (the ones with a simple k sampler)
>>
>>109317776
if you think 90% of users are noodling snake oils instead of just using the default workflows, you are delusional.
>>
do ggml bros accept vibecoded prs
>>
>>109317796
the argument is about flexibility, do you remember?
very weak try to deflect
>>
>>109317796
even then, why would someone not just go with comfyui?
it has dozens of built in workflows and a massive amount of tutorials available.
>>
>>109317810
because not everyone likes comfyui or prefers something else. why do you autismtards never grasp this? oh yeah...tismtards.
>>
>>109317252
that's a pretty sneaky way to carry your basket at the grocery store. I'll give the model the benefit of the doubt on this one since I've done things like this myself
>>
>>109317828
i don't care if someone wants to only run simple 1 (one) ksampler workflows but why bother the whole general for months about it then?
he can come back when he has figured out very basic graph theory and implement it so you can actually do the same things in sd.cpp that you can *easily* do in comfy (and python)
>>
>>109317828
they would probably just go with a1111111 or forge or whatever.
no one gives a fuck about python vs c++, certainly not casuals or non-tismtards.
>>
>>109317848
considering there are footguns for setting up any if the python based projects, I think anyone would just want a simple download and run kind of project. all the web apps are just cancer
>>
>>109317860
filters are good
>>
>>109317845
I dont care you dont care. stfu and stop being a tardtism in malfunction you faggot.
>>
>>109317860
so literal skill issue then
you would fall back to very basic workflows because of a skill issue lmao
>>
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>>
The comission has decided: no more schizo threads and /ldg/ will merge with /sdg/.
>>
the time has come raven bros. 44 images captioned over a strain of 10 hours. wish me luck on the training for the krea 2 lora.
>>
why is lilbro in a constant state of meltdown
>>
>>109317876
Concession accepted.
>>
>>109317878
why should opening an app turn into having to learn python to even do it? That's just bad design and a skill issue if the devs
>>
>>109317886
don't fuck that one up like the other one
>>
>>109317468
Tensor shapes are incompatible with each othe, thus it's pytorch related. You are the real retard here.
>>
>>109317860
i feel like the pipeline to local diffusion for most people is
>hey ai is fun, i'll try grok or whatever
>this is cool but kind of limiting, i wonder what other options there are
>COMFY COMFY COMFY COMFY COMFY COMFY COMFY
>this looks confusing, i'd like something i'm familiar with.
>oh this a1111 looks right up my, oh i guess this forge neo is what people use now.
and then they migrate to comfy when they are more comfortable with local.
>>
>>109317907
you forgot becoming a jaded cumfart user that hates every update breaking their shit all the time
>>
>>109317904
that's a bug in forge if they give wrong shapes
they really aren't sending their smartest today
>>
>>109317902
which other one? lily, lancer alter or lunafrya?
>>
>>109317913
Easiest way to fix this just do a full reinstall.
>>
Did everyone forget about app mode?
>>
>>109317892
stop lying faggot. is this how you tardtisms fail logic? I wont accept your fail logic so you lie I concede? lol, lmao no no little tardchild you lost, you failed to win and all you did was get told nobody cares and stop malfunctioning. you took all the L I stacked all the W. you dont gain any concessions as you lost and I won. lol, lmao I await your troll post larping some false reality. dusted, busted and done and checkd, kek'd and rekt 6 ways to sunday.
>>
so running an exe is too complicated therefore losing all flexibility with sd.cpp (where you also run an exe lol) is worth it
the absolute state of sd.cpp shills
>>
>>109317929
seems unprofessional for an app that calls itself professional...
>>
File: 954803132411630.png (2.47 MB, 1280x1856)
2.47 MB PNG
>>
>>109317938
comfy can't even change the output directory during runtime lol
>>
>>109317932
See >>109317892
And now be silent
>>
>>109317946
cool backrooms filter
>>
>>109317946
more
>>
>>109317951
>posts to some null and void post thats non-canon and invalid.
lol, lmao thanks for another W kid. tism along now and go bother your moomy for more tendies. you're 0 for life with me now.
>>
>>109317920
I guess you messed up all of them lmao
>>
>>109317946
This reminds me of Ted Bundy at Lake Sammamish..
>>
>>109317947
and that's you prime argument for switching over
to an inferior runtime? LOL
please just stop replying and send someone better for real
>>
File: 906951519669546.png (2.13 MB, 1280x1856)
2.13 MB PNG
>>109317956
It's trained on pictures taken on a Siemens CX70.
>>
there she goes :)
>>
>>109317971
it's been years and we still can't do the most simple shit expected from the most basic apps.
>>
>>109317962
ngl but comfy shills are a lot more convincing than you lol
>>
>>109317981
you could do even less if you fully switched to sd.cpp, hope you enjoy it then :]
>>
>>109317988
you do know you can use front ends like kobold right?
>>
File: worldcup.png (1.32 MB, 1216x832)
1.32 MB PNG
Based SpaniardGODS putting Pissi in his place.
Well deserved.
>>
>>109317995
for even less features compared to comfy? what?
>>
>>109317996
pissi is number 10 tho
>>
>>109317996
in brazil we call titfuck a "espanhola"
>>
>>109317978
it's really maximizing the Krea 2 large grain noise
>>
>>109317886
>exact same opening on every caption
You do realize you're essentially creating a trigger phrase, right?
>>
>>109317980
>Circa 40 images
>5k steps
>1e-04
Never trained Krea before but I am gonna bet that this will be fried.
>>
>>109318012
and he describes every single feature, with no tag dropout
clueless
>>
>>109317999
what feature are you talking about? It must be super special
>>
>>109317982
why is this malfunction tism still talking? nobody cares wokewrong. you are amusement to me to mock and shit post. this stops when you stop troll.
>>
unc is stuck in 2023
>>
CJ isn't helping comfyorgs case desu
>>
>>109318030
ohhh you're from /s*g/
go back then :] no one needs your spam here
>>
>>109317999
I've seen more and more vibeshitted GUI wrappers just to not use the shit smeared UI comfy promised would get better. I don't think this is what people want
>>
File: 242504613041204.png (2.28 MB, 1280x1856)
2.28 MB PNG
>>109318011
Suppose so.
>>
File: Krea2_turbo_00794_.png (1.31 MB, 1216x832)
1.31 MB PNG
>>109318003
Alright fair enough, that mistake was too important pass up.
>>
>>109318044
>no one
you don't want to see your imaginary foes again because this triggers you.
>>
>>109318063
What do you mean anon?
>>
>>109318047
the frontend is cancer but the backend works well enough for me that i dont feel the need to switch it out yet
>>
>>109318068
This: >>109318044
>>
>>109317996
>>109318059
do one where the girl strangles messi with the Spanish flag
>>
so we can conclude that sd.cpp shills don't even have a single valid argument
case closed then
>>
>>109318079
who is we?
>>
File: 0_05428_.png (1.99 MB, 1600x1024)
1.99 MB PNG
>>
It’s fascinating to watch you argue over these things. It’s like watching bots get stuck in a loop.
>>
>>109318044
oh wow you're a bad troll and tism. I and all can post in any and all threads. I am in multiple ai threads and have been for years. so your cute larp you dictate where I post or am wanted is your ghost of nights and debo boogeymen you made up in your head. but hey since you want to bring that stuff up and try to troll /sdg/ when you keep being told stop and no means yes and go....
more ghost nights ahead.
hilarious how you trolltism cross dressing gays literally think you're immune from consequences and outcomes to your shit posts and ignoring things. oops on your dog dumb low impulse control urges. ;) now bark for me doggy.
>>
tism
tism
larp
debo
tism
woke
tism
>>
I just read d*bo's VRAM and you won't believe what I found.
>>
turn up your rep penalty
>>
>>109318079
Who would shill for it? It doesn't have even basic shit like regional prompting, it's kinda useless for anything but 1girl prompt
>>
>>109318152
>regional prompting
people still use this?
>>
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3.4 MB PNG
>>
File: 18887421503431.png (2.19 MB, 2048x1152)
2.19 MB PNG
>>
Too plastic but I have rolled enough seeds.
>>109318077
Maybe in the morning, it's sleep hours in Europe already.
>>
File: 232116CUI_00001_.png (853 KB, 768x1344)
853 KB PNG
I'm surprised the text came out looking so clean despite using two loras.
>>
>>109318190
why are you torturing Kamala?
>>
>>109318157
Natural prompting has its limits when you prompt for more than 1girl and aim for certain results. You can eventually figure out complex incantations to make it work, or just have independent prompts for regions
>>
File: 205650CUI_00001_.png (1.01 MB, 768x1344)
1.01 MB PNG
>>109318211
I'm fucked up
>>
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9 KB PNG
>>
>>
File: semi_transparent_outfit.jpg (2.13 MB, 4076x4380)
2.13 MB JPG
Any AI that can make the semi-transparent cloth become fully transparent?
While keeping the same body under it?
>>
>somehow despite living in the age of ai zeroshotting good basic UIs, most lora trainers look like they are a 2012 junior pajeet's first webshitter github html cv project
>>
>>109318317
though it is so much more beautifuler when theyre not completely naked
>>
>>109317538
comfyui is giving me fits today. amdgpu is the real culprit, but that doesn't stop it being comfyui that's not working. Everything else werks.
>>
>>109318317
Where did the gnome logo feet go?
>>
>>109318245
Have you tried anima? Anima is, I think, a violent model. I haven't tested it extensively, yet.
>>
>>109318167
This kind of image is almost archetypal of
>account created in India
>>
File: 235442CUI_00002_.png (990 KB, 768x1344)
990 KB PNG
>>109318372
It's Anima.
>>
This is informative slop. ai gemini free:

Because Flux uses linear flow matching to form a straight trajectory from noise to image, the relationship between sigma (noise level) and feature width in pixels can be directly mapped to the structural scales the transformer is working on at that given moment.

Assuming 1024x1024

1. High Noise: Macro-Composition & Layout
Sigma Range: 1.0 down to 0.7
Approximate Feature Width: 256 to 1024+ pixels
It decides where the "young man" sits relative to the "campfire." If a feature width is smaller than 256 pixels at this phase, Flux generally ignores it. This is why small text or distant objects cannot be prompted early on.

2. Mid Noise: Anatomy, Proportions & Primary Objects
Sigma Range: 0.7 down to 0.3
Approximate Feature Width: 64 to 256 pixels
body parts, large clothing pieces, and distinct objects. The "guitar," the "fox tail," and the general mass of the "oversized black coat" materialize here.

3. Low Noise: Secondary Geometry & Large Folds
Sigma Range: 0.3 down to 0.1
Approximate Feature Width: 16 to 64 pixels
intermediate shapes that sit on top of larger structures. This includes things like the definition of the "fennec ears headband," the individual folds of the "blue maxi skirt," and the broad styling of the "wavy blonde hair."

4. Terminal Noise: Micro-Textures & Photo Grain
Sigma Range: 0.1 down to 0.0
Approximate Feature Width: 1 to 16 pixels (Down to individual VAE latent patches)
What is happening: The model finishes the generation by applying micro-details. The 16-channel Flux VAE processes a native token patch size of 2x2 latents (which translates to 16x16 pixel blocks). In this final sigma slice, the model fills those blocks with high-frequency photographic data: "subtle stubble," skin pores, the knit texture of the "red scarf," and individual flying campfire sparks.
>>
>>109318413
gotcha.
>>
krea is very cool for results from 1 pass, things like the metal belt here would just need minor inpainting
>>
You would think le hackerman would use his powers to hack into SaaS datacenters instead of a random schizo's computer
>>
File: 000107CUI_00001_.png (883 KB, 768x1344)
883 KB PNG
>>
>>109318451
The krea 2 foreshortening/disfigurement is very unsettling.
>>
>>109318455
that's just how you showcase motion in a still image, idiot
>>
File: FK9B__00001_.png (3.72 MB, 1024x2048)
3.72 MB PNG
fk9b base.

A candid medium-shot photograph of a real 20-year-old young man sitting on a log by a campfire at night. He is wearing a stylized, avant-garde outfit consisting of a plush faux-fur fennec ears headband, a fluffy faux-fur fox tail, an oversized black winter coat with gold trim, a pink knit sweater, a long flowing blue maxi skirt, and a red scarf. He has long, messy, natural wavy blonde hair, realistic blue eyes, and visible masculine facial structures with subtle stubble. He is holding and playing an acoustic guitar. Shot on a 35mm lens, raw photography, natural warm campfire lighting casting deep shadows, flying sparks, clear starry night sky. Ultra-detailed skin texture, realistic fabric folds, no CGI, cinematic realism.


no negative prompt. I use a variety adder, (chained sampler, but don't believe the sillies, loading an image works fine), tan scheduler 2, which allows you some control over the mid sigmas, like to stay there longer.
>>
>>109318452
Nobody's hacking anything. amdgpu on Linux has a bug in the vmm that hands Wayland's pages to Python.
>>
File: ComfyUI_temp_hnzme_00056_.png (1.67 MB, 1024x1024)
1.67 MB PNG
>>
>spent entire day perfectly crafting a lora, then made 100x porn images from it, then fapped.
well, that was my entire off day. what now
>>
>>109318528
back to the cage
>>
>>
>>109318528
Vibe code a 4D perspective videogame. The center of the cube of translucent vision is the "towards" in 4D.

Key points. 3D objects in 4D have two sides (in the 4th).

The "plane" of "4D Earth" is a cube that is infinite. There is a bias of "down," such that half of the view cube which is the 3D cube that the image is projected upon is occupied most of the time and with the same orientation (4D has a "down" bias the same as 3D).

you can look down inside of the cube, as we conceive of "inside". but we walk on the cube (that is, upon the 3D of the cube, the polarity being the two 4D sides, so we stand tangentially, this right side/wrong side trait is true also of our 3D cube of translucent projection - remember it's translucent for the user of the game, a true 4D creature would have a solid 3D probably not cube but sphere, but anyway, it would be fully exposed, through a 4D lens, on one side of the 3D)
>>
>>109318528
>>109318586
(and remember it won't be a good or fun game, but it will be hard.
>>
>>109318601
>>109318601
>>
>>109318586
I was actually thinking about getting back into game dev with the help of claude, but then I realized programming was never the bottleneck for me. It was art/ideas. Art can probably be solved now thanks to AI, but I still need a solid fun idea before going back.

No meme shit like 4D
>>
>>109318628
4D isn't a meme.

Consider the challenges of defeating a 4D foe, in a 4D world, even if it's slow and dumb.
>>
>>109318635
Name (1) good 4D game.
>>
>>109318642
I clearly stated the game will not be good or fun. You said it's a meme, it's not a meme.

Serious 4D training simulator for defeating 4D aliens on a 4D planet.
>>
>>109318650
>Game
>not fun
yeah no
>>
>>109318663
Games don't have to be fun, shitlord. Check your privilege.
>>
File: well fuck me.png (67 KB, 1231x1065)
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I finally got my Krea raw/base workflow going and this vram usage is nuts
>>
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812 KB PNG
>>109318873
and finally not the turbo shit that gives you the same picture over and over again
>>
>>109318873
You're doing something wrong lol, Raw + Anima and Raw + Chroma both together fit on 24GB.
>>
>>109319677
BF16 are like 26GB each.



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