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File: 1784264926296085.png (693 KB, 994x720)
693 KB PNG
Discussion and Development of Local Image, Video, and Music Models

Previous: >>109604215

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

>Minimax H3
https://huggingface.co/Comfy-Org/MiniMax-H3

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

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

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

>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_v2

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

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

08/20/2026

>MiniMax-H3 Turbo 4-step v1.1 by Lightx2v
https://huggingface.co/lightx2v/Minimax-h3-Turbo/tree/main

>MiniMax-H3 Turbo-SLA
https://huggingface.co/lightx2v/Minimax-h3-Turbo-SLA

>MiniMax-H3 Single-Frame VAE 500K
https://huggingface.co/iamkaikai/MiniMax-H3-Single-Frame-VAE-500K

>MiniMax-H3 RAVEN Streaming LoRA
https://huggingface.co/mvp-lab/MiniMax-H3-RAVEN-Streaming-LoRA

>Partition the Support, Reconstruct the Residual: Training-Free Sparse Attention for Video Generation and World Models
https://pardistaghavi.github.io/SparsePR-website

>VA-Judger: Reward Modeling from Human Preference Feedback for Joint Video-Audio Generation
https://github.com/ShareLab-SII/VA-Judger

>Frozen DINO Localizes Image Edits Without a Localizer
https://github.com/VishalJ99/trail-image-edit-localization

>FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection
https://github.com/heyongxin233/FiSeR

>SkillNet: Create, Evaluate, and Connect AI Skills
http://skillnet.openkg.cn

>ComfyUI Subject Manager
https://github.com/Fictiverse/ComfyUI_Subject_Manager

>Krea 2 Turbo — 4-Step Distillation LoRA
https://huggingface.co/lvladikov/Krea2-Turbo-Distill-4step-LoRA

>H3TiledLoopSpaceTime: A ComfyUI custom node for tiled loop space-time processing
https://github.com/halnovemil/H3TiledLoopSpaceTime

08/19/2026

>Minimax H3 Latent Upscaler
https://huggingface.co/LBH-123-AI/Minimax_h3_latent_Upscaler

>CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editing
https://coinve200k.github.io

>LinCa: Accelerating Diffusion Models via Learnable Decomposed Feature Caching
https://github.com/QHR69/LinCa

>RADmesh: Remesh-Aware Mesh Deformation
https://threedle.github.io/radmesh

>MoE-ViE: Mixture of Experts Vision Encoder for Efficient Image and Video Understanding
https://github.com/facebookresearch/moe_vie
>>
>mfw Research news

08/20/2026

>A third of web pages published since ChatGPT’s launch show signs of AI authorship
https://techcrunch.com/2026/08/20/a-third-of-webpages-published-since-chatgpts-launch-show-signs-of-ai-authorship-study-finds

>Study finds generated images often can’t be traced to training data
https://news.mit.edu/2026/when-ai-art-has-no-author-generated-images-often-cant-be-traced-to-training-data-0818

>Mise-en-Scène: Implicit Layout Emergence in Diffusion Transformers for Human-AI Design Co-Creation
https://arxiv.org/abs/2608.19000

>Prior-Conditioned Gaussian Discriminants for Generalizable AI-generated Image Detection
https://arxiv.org/abs/2608.18523

>CamWorldQA: Perceptual Quality Assessment of Camera-Controlled World Video Generation
https://arxiv.org/abs/2608.18710

>A Critical Synthesis of Uncertainty Quantification and Foundation Models for Semantic Segmentation
https://arxiv.org/abs/2608.18709

>Depth Anything V4: Dynamic 4D Scene Reconstruction via Riemannian Flow Matching on 4D Gaussian Splatting
https://arxiv.org/abs/2608.18388

>Learning-State-Aware Dynamic Generative Data Augmentation on Small-Scale Datasets
https://arxiv.org/abs/2608.18907

>From Inference to Adaptation: A Unified Optimal Transport View of Vision Language Model
https://arxiv.org/abs/2608.18339

>Breaking the weakest link to evade vision language models
https://arxiv.org/abs/2608.18938

>ReWEIGH the Evidence: Calibrating Token-Level Ordinal Visual Evidence to Mitigate Hallucinations in Large Vision-Language Models
https://arxiv.org/abs/2608.19075

>Counterfactual Contrastive Analysis
https://arxiv.org/abs/2608.19032

>What Does Attention Transfer Transfer? Attention Structure and Robustness in Vision Transformers
https://arxiv.org/abs/2608.18399
>>
>Study finds generated images often can’t be traced to training data
>https://news.mit.edu/2026/when-ai-art-has-no-author-generated-images-often-cant-be-traced-to-training-data-0818

Sensationalist headline implying: The model is known and there's no way to know where an images data came from.

OR, the much more likely but much less interesting summary: We don't know what model was used.
>>
>>109607181
>>109607187
thanks!
>>
Blessed thread of friendship.
>>
File: Attention ldg.mp4 (1.99 MB, 960x544)
1.99 MB
1.99 MB MP4
>>109607170
>>
>>109607170
>>109607181
>>109607187
fuck off
>>
well since he got the real thread deleted
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
jannies are trolling us
>>
>>109607431
debo and animanon are attention seeking faggots with delusions of grandeur aren't they? Sad as fuck if someone skips their links?
>>
File: 8kl8sy.gif (935 KB, 201x202)
935 KB GIF
>>
jannies sees two threads made at about the same time and they delete the good thread and keep the lazy dog shit obvious troll thread. they're either trolling us or they're brain dead retarded.
>>
>>109607170
>julienbake

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
File: awij.gif (2.1 MB, 319x320)
2.1 MB GIF
>>
>>109607465
that guy that makes the ugly overweight hagslop is the biggest attention faggot. second place is a tie between mikuspammer and wanschizo
>>
>>109607492
>>109607461
It's because your guy spams "NEW THREAD GO HERE" in every single AI general on /g/ the moment you bake, if you didn't realize.
>>
File: debo_ch_k2_00062_.png (3.36 MB, 2048x1101)
3.36 MB PNG
>>109607465
nah, debo is a good boy and a positive contributor to the threads
>>
we need more will smith gens
>>
>>109607533
it's a false flag dumbass
>>
>>109607567
Yeah, obviously, I'm just saying that's why the jannies delete it. People report the spam.
>>
File: 17987835498458556.gif (341 KB, 220x184)
341 KB GIF
>>
>>109607639
https://youtu.be/KnxeIKLy44Q?si=nxzpGX4fJXm82izU&t=110
>>
H3 text encoder is still too large
is there good alternative?
>>
>>109607657
Set the appropriate flags in comfy, and you don't have to worry about the text encoder size.
>>
File: 37o4u.gif (1.34 MB, 192x192)
1.34 MB GIF
>>
debo cannot be contained
>>
>>109607664
>Set the appropriate flags in comfy,
which flags?
>>
File: 42rw7.gif (1.43 MB, 165x165)
1.43 MB GIF
>>
Why does janny hate /ldg/?
>>
why does /ldg/ hate janny?
>>
uh oh melty
>>
File: download.jpg (46 KB, 600x603)
46 KB JPG
is there a problem?
>>
>>109607694
They hate the schizos that keep having tantrums over their schizo fanfiction they revolved their lives around
>>
>no u
every time without fail
>>
File: output_4mb_no_audio2.mp4 (3.91 MB, 1366x2048)
3.91 MB
3.91 MB MP4
Does it even matter when the end result will be the same?
He can't run H3 and it's eating him up inside.
>>
ani bakes at page 3 while you guys wait till 9 which is why the troll always wins and the proper bake gets deleted after the clueless jannies delete the real thread
>>
>namefags shit up the blessed thread again
>>
>improperly blessed thread
lole
>>
/lmg/ is on to something.
>>109607626
>>
>>109607729
at this point i think it's just 3 namefags talking to each other
i check in here once a week hoping something has changed but still have no incentive to post
>>
>>109607743
can you imagine if this spamming threads on the board stunt backfires and they become even more exposed? kek
>>
File: output_150_4mb.mp4 (3.89 MB, 1552x2048)
3.89 MB
3.89 MB MP4
>>109607743
No it's him false flagging again like when he tried and recycled the /ic/ beef that the mod over there promptly cleans. He's unoriginal and slow and keeps recycling things and gets surprised it never works. Also neither of them have a gpu that can even run local LLMs.
>>
>>109607746
weird because when the namefags are silent its a pretty organic thread (compared to something like /s*g/, which really is 3 namefags talking to each other)
>>
Is character replacement possible with the ref model. Like wan2.1SCAIL?
>>
hey i am new here i have a question... why do people get really angry whenever they see will smith eating spaghetti? regards, AN0N
>>
I won't be posting my kinos in this cursed thread.
I invite you to do the same and post in the sister thread. if you know. you know.
See you next proper bake.
>>
very false flaggy
>>
>>109607676
--cache-classic --fast-disk --disable-pinned-memory --disable-async-offload --use-sage-attention

Don't set --use-sage-attention unless you've installed it first.
>>
Very excited for this thread to go at a snails pace and then once the next proper bake comes along a bunch of low effort replies and posts will stream in bumping it to limit in 3 hours
>>
File: int8_00020_.png (1.4 MB, 832x1216)
1.4 MB PNG
>>109607249
https://files.catbox.moe/nxu9z0.png

>>109607064
Which ones?

>>109607210
In my opinion yeah. I'm not seeing that deep fried look that seems to happen with the extenders I've seen around
>>
File: screenshot.1787268580.jpg (478 KB, 1572x681)
478 KB JPG
?
>>
>>109607797
She'll get frostbite dressed like that.
>>
File: unsafetensors.png (32 KB, 1406x196)
32 KB PNG
>>109607181
lol lmao
>>
>malwarebo
>>
File: file.png (3.97 MB, 1216x1600)
3.97 MB PNG
>>
>>109607793
I get that it's kind of annoying if there's no collage in the OP, but I doubt that most people will refrain from posting because two links are missing in the OP.

https://files.catbox.moe/u8u5v2.mp4
>>
sup fags, so are there any 10eros like loras for minimax yet?
>>
>>109607847
anon was pointing out that the troll spams proper bakes with low effort posts in effort to get it to bump quicker so he can bake a troll thread
>>
i use fl2va turbo lora for ref2va wf and it just works. Quality is even better than ref2va lora
what the deal?
>>
File: MiniMax_H3__00213-small.mp4 (2.96 MB, 736x1120)
2.96 MB
2.96 MB MP4
>>
>>109607865
smokin that booze was her first mistake
>>
File: 574748.webm (3.77 MB, 448x448)
3.77 MB
3.77 MB WEBM
>>
File: Test 00010(1).mp4 (3.51 MB, 864x480)
3.51 MB
3.51 MB MP4
>>109607861
Thanks.
I should work on my reading comprehension...
>>
>>109607813
ahah
>>
>>109607865
>tries to open back door
>enters drivers seat
Teleportation?
>>
>>109607891
love your gens.
>>
>>109607797
hot.
>>
File: 00004.mp4 (683 KB, 960x544)
683 KB
683 KB MP4
>>
>>109607922
she was only hot in Alien
>>
File: 1778203060452037.mp4 (1.34 MB, 704x1024)
1.34 MB
1.34 MB MP4
>>109607797
>>
>>109607942
I need the extended catbox version.
>>
>>109607922
kek'd
>>
File: 47464.webm (3.35 MB, 448x448)
3.35 MB
3.35 MB WEBM
>>109607901
i don't know what she is leaning against
>>
>>109607992
>>109607942
>>109607891
creepy fucking pedo
>>
>>109607865
how do you fix the smeared face at medium camera distance
>>
>>109608003
>she was only 34 you sick freak
>>
how weird that trani posts with his avatar right now in /adt/
i'm noooticing
>>
>>109607797
Thanks based.
>>
>>109608008
higher resolution gen? dunno
>>
File: 1777082483565212.mp4 (2.68 MB, 1280x960)
2.68 MB
2.68 MB MP4
>>109608026
>>
>>109607922
holy fucking kek
>>
>>109608042
glad they canceled sexy jam otherwise ani would have embarrassed /ldg/ anons
>>
>>109608042
Rightful king of /ldg/
>>
*yawn*
>>
File: videoframe_14503.png (1.12 MB, 1056x608)
1.12 MB PNG
>>109607819
It's magic armor obviously. The weakest points are where the metal is, everywhere else is invulnerable

>>109607942
Hah you read my mind, but I like to have a little more context

https://files.catbox.moe/k8t1xb.mp4
>>
>>109608098
Maybe 4chan isn't for you
>>
>>109608110
No need to start getting upset
>>
>>109608103
>using character voices from youtube spam ads
>>
>>109607834
BASED
>>
File: 7453567.webm (3.47 MB, 448x448)
3.47 MB
3.47 MB WEBM
>>109608003
are you lonely, grandma?
>>
>>109608103
Does that armor chafe? I bet it chafes.
>>
>>109607461
>>109607492
Guys I'm telling you right now, start learning to bake early threads.
A 4chan mod told me directly on the IRC:they usually go with the thread that was made first.
Usually the janitor doesn't care that much, but now a zealous janitor has decided to crack down on duplicate threads, and will always opt for the earlier thread, even if the properly formatted thread has 100+ posts in it. They're never going to care about what ani or debo are.

Start getting used to baking the rentry thread early.
>>
>>109608120
Just giving some friendly advice. It's a hard life out there for lolcows like you
>>
Move
>>109608168
>>109608168
>>109608168
>>
>>109608170
Finally, the schizos can leave and stay in containment
>>
File: ws.jpg (161 KB, 1796x1026)
161 KB JPG
>>109608170
>surrendered the /ldg/ name
he wonned bigly
>>
File: MiniMax_H3__00216-small.mp4 (3.71 MB, 736x1120)
3.71 MB
3.71 MB MP4
>>
NEW

>>109608168

>>109608168

>>109608168

>>109608168
>>
>109608184
Try to be less obvious, namefag lol
>>
>>109608221
say his name
>>
Why do proper bakes with the links make anon so upset? Real question
>>
A
>>
>>109608184
we gave up on the sdg name and you crawled back regardless, pathetic loser
>>
uh oh melty
>>
Rebake the thread with better title and formatting
I deleted the previous thread

>>109608244
>>109608244
>>109608244
>>
Just remake /ldg/ in some period of time, hopefully after this powertripper janitor goes to sleep.
Janitors are not supposed to insert themselves and create problems, and this one is determined to by deleting 100+ reply threads under the pretext they weren't made first. Sooner or later it's going to annoy the mods.
>>
>>109608253
It's no wonder this one sucks so much the site had to beg for janitors for like three months this last time.
>>
>>109608244

>>109608244

>>109608244

>>109608244

NEW!!!!!
>>
bruh.
>>
>>109608252
>>109608264
you lost tranny
>>
ouh la la...
>>
>>109608242
the ones theyre written about wish to continue bringing thread quality down and do not like anon being warned of their antics
>>
File: kekekekkeeeeeeeeek.png (1.17 MB, 864x1184)
1.17 MB PNG
nah JSID bruh its over fr keeeeeeeeeeeeeeeeeek ooh oohs crashing out diddy style
>>
Third times the charm I say
>>
>>109608253
pretty sure it's just auto-janny kicking in.
he spams other threads and gets other anons to report the real thread.
>>
File: 171598-tmp.png (3.23 MB, 1688x1688)
3.23 MB PNG
>>
>>109608281
There is no "auto-janitor". It's just one /g/ janitor who's decided to try and stamp his authority without any regard for community sentiment. Sometimes you just get them popping up. He tried to ban-request me yesterday for "Spamming/Flooding" and his ban request was promptly discarded.
Since there is no 4chan feedback form, the best we can do is just complain to the mods over the IRC, and try to explain what's going on.
>>
Hes gunna start pointing to this as "proof" that jannies don't want renty threads btw ignoring how 90% of the time in the past it's been no rentry link threads getting hammered for trolling
>>
he is spamming every single new thread with the rentry on all other generals on the board
>>
File: hg38yg2.mp4 (1.1 MB, 834x480)
1.1 MB
1.1 MB MP4
>>
Damn, it's so weird how /sdg/ is basically spam free???
>>
>>109607537
this
>>
why is anon blog posting
>>
This is still far more interesting than a thread full of namefags telling each other good morning and talking about the weather desu
>>
>>109608306
Ani knows they don't care. He's tried the IRC route before, desperately sucking up to the mods, obviously to little effect.
What he's trying now is the cross-link spam on a different IPs, in hopes it will persuade a janitor to delete the thread he hates: >>109608283 >>109608264
and even spamming across unrelated threads: https://desuarchive.org/g/thread/109602059/#109602073

In this case, it has actually worked, and some naive, uninterested janitor has been fooled. This is why ani's decided to keep trying this cross-link spam tactic.
The best thing you can do is to just early bake with the rentry links present.
>>
i vote to keep this going, before he was just a problem on a few threads, but now he is going to become a problem for the whole board. last time i wasted my time trying to contact the jannies only to waste it entirely. if it becomes a board problem we might actually see something happen.
>>
>>109607657
q4 or int4

Speaking of int4, have you tried it, ldg sisters?
>>
File: 5923871114.png (754 KB, 1120x480)
754 KB PNG
>>>/wsg/6218176
>>
>>109608336
they all hate that the based OG ldg baker took this from them
>>
>>109608337
>'s tried the IRC route before, desperately sucking up to the mods
isnt that what you tried doing? >>109608304
>He tried to ban-request me yesterday for "Spamming/Flooding" and his ban request was promptly discarded.
>>
>>109608345
it already is a problem for the board
>>
>>109608356
No retard, I went to the IRC to appeal the prospective ban, and Faust literally told me he just rejected that ban-request.
>>
File: MiniMax_H3__00221.mp4 (3.92 MB, 736x736)
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>>
File: 1775914916409519.jpg (38 KB, 450x527)
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Fuck this. Im out. My usual discord server is less schizoic than this.
Until you people go to IRC and tell that Debo use his infinite VPN to spam. Im out. Not even me have this much VPN.
>>
>>109608361
Good to know. I got hit with one of these too when I baked earlier.
>>
>>109608361
ban appeals are the definition of sucking up
>>
>>109607926
Okay pedo
>>
Look, at the end of the day, the rentry links will be back. They are a permanent fixture of /ldg/, regardless of the recent actions of some lazy janitor trying to create a problem.
Ani's determination to get the links removed only further strengthens community resolve to keep them in. The rentries stay.
>>
How does one general mind break anon so hard? How did two little write ups posted on rentry end up making anon go into a schizophrenic rage because he doesn't like what's written? Incredible
>>
File: 1771296298279325.gif (161 KB, 220x220)
161 KB GIF
>>
>>109608370
We all know you're an illiterate moron, schizo.
>>
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707 KB PNG
>>109608367
>>
>>109608378
someone is mind broken alright but it's not debo and ani...
>>
>>109608372
exactly. The trolling might be annoying, but just imagining how these 3 lines in an OP is basically consuming someone's whole life is all the reason I need to keep them there.
>>
File: 86a2b.mp4 (1.18 MB, 448x448)
1.18 MB
1.18 MB MP4
how does a nigga slurping spaghett cause so much chaos?
>>
>>109608378
Ani is a narcissist, so of course a write up that exposes his stupidity and autism in the opening post would irritate him. It's like having a thorn stuck up his bum, it's just a constant source of unpleasant pain for the autist.
>>
why is anon replying to himself
>>
>>109608378
the truth hurts
>Incredible
indeed
>>
File: 17867637155132532.webm (1.47 MB, 928x672)
1.47 MB
1.47 MB WEBM
>>
>>109608413
>>109608392
>>
will you ever come up with your own disses or are you doomed to repeat the ones used against you
>>
File: 1786282282633768.webm (2.45 MB, 1152x640)
2.45 MB
2.45 MB WEBM
>>
>>>/sci/17039733
>>>/sci/17039733
>>>/sci/17039733
>>
>>109608431
kek
>>
>>109608431
Next time retain the same filename so it's less obvious that you're false flagging
>>
>>109608442
No im not debo. Im trying another options here since its impossible to discuss something in debo thread
>>
is julien trying to throw debo under the bus yet again? kek
>>
>>
File: f11.gif (3.05 MB, 240x240)
3.05 MB GIF
>>
>>109608363
Nice burgz
>>
>>109608466
does angry girl poster still come around here? he was the first avatar poster i remembered
>>
>>109608431
I appreciate the attempt, but this ain't it. let's not bring a cozy slow board into this.



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