Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109604215https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: 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 news08/20/2026>MiniMax-H3 Turbo 4-step v1.1 by Lightx2vhttps://huggingface.co/lightx2v/Minimax-h3-Turbo/tree/main>MiniMax-H3 Turbo-SLAhttps://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 LoRAhttps://huggingface.co/mvp-lab/MiniMax-H3-RAVEN-Streaming-LoRA>Partition the Support, Reconstruct the Residual: Training-Free Sparse Attention for Video Generation and World Modelshttps://pardistaghavi.github.io/SparsePR-website>VA-Judger: Reward Modeling from Human Preference Feedback for Joint Video-Audio Generationhttps://github.com/ShareLab-SII/VA-Judger>Frozen DINO Localizes Image Edits Without a Localizerhttps://github.com/VishalJ99/trail-image-edit-localization>FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detectionhttps://github.com/heyongxin233/FiSeR>SkillNet: Create, Evaluate, and Connect AI Skillshttp://skillnet.openkg.cn>ComfyUI Subject Managerhttps://github.com/Fictiverse/ComfyUI_Subject_Manager>Krea 2 Turbo — 4-Step Distillation LoRAhttps://huggingface.co/lvladikov/Krea2-Turbo-Distill-4step-LoRA>H3TiledLoopSpaceTime: A ComfyUI custom node for tiled loop space-time processinghttps://github.com/halnovemil/H3TiledLoopSpaceTime08/19/2026>Minimax H3 Latent Upscalerhttps://huggingface.co/LBH-123-AI/Minimax_h3_latent_Upscaler>CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editinghttps://coinve200k.github.io>LinCa: Accelerating Diffusion Models via Learnable Decomposed Feature Cachinghttps://github.com/QHR69/LinCa>RADmesh: Remesh-Aware Mesh Deformationhttps://threedle.github.io/radmesh>MoE-ViE: Mixture of Experts Vision Encoder for Efficient Image and Video Understandinghttps://github.com/facebookresearch/moe_vie
>mfw Research news08/20/2026>A third of web pages published since ChatGPT’s launch show signs of AI authorshiphttps://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 datahttps://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-Creationhttps://arxiv.org/abs/2608.19000>Prior-Conditioned Gaussian Discriminants for Generalizable AI-generated Image Detectionhttps://arxiv.org/abs/2608.18523>CamWorldQA: Perceptual Quality Assessment of Camera-Controlled World Video Generationhttps://arxiv.org/abs/2608.18710>A Critical Synthesis of Uncertainty Quantification and Foundation Models for Semantic Segmentationhttps://arxiv.org/abs/2608.18709>Depth Anything V4: Dynamic 4D Scene Reconstruction via Riemannian Flow Matching on 4D Gaussian Splattinghttps://arxiv.org/abs/2608.18388>Learning-State-Aware Dynamic Generative Data Augmentation on Small-Scale Datasetshttps://arxiv.org/abs/2608.18907>From Inference to Adaptation: A Unified Optimal Transport View of Vision Language Modelhttps://arxiv.org/abs/2608.18339>Breaking the weakest link to evade vision language modelshttps://arxiv.org/abs/2608.18938>ReWEIGH the Evidence: Calibrating Token-Level Ordinal Visual Evidence to Mitigate Hallucinations in Large Vision-Language Modelshttps://arxiv.org/abs/2608.19075>Counterfactual Contrastive Analysishttps://arxiv.org/abs/2608.19032>What Does Attention Transfer Transfer? Attention Structure and Robustness in Vision Transformershttps://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-0818Sensationalist 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>>109607187thanks!
Blessed thread of friendship.
>>109607170
>>109607170>>109607181>>109607187fuck off
well since he got the real thread deleted>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
jannies are trolling us
>>109607431debo and animanon are attention seeking faggots with delusions of grandeur aren't they? Sad as fuck if someone skips their links?
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 Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>109607465that guy that makes the ugly overweight hagslop is the biggest attention faggot. second place is a tie between mikuspammer and wanschizo
>>109607492>>109607461It'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.
>>109607465nah, debo is a good boy and a positive contributor to the threads
we need more will smith gens
>>109607533it's a false flag dumbass
>>109607567Yeah, obviously, I'm just saying that's why the jannies delete it. People report the spam.
>>109607639https://youtu.be/KnxeIKLy44Q?si=nxzpGX4fJXm82izU&t=110
H3 text encoder is still too largeis there good alternative?
>>109607657Set the appropriate flags in comfy, and you don't have to worry about the text encoder size.
debo cannot be contained
>>109607664>Set the appropriate flags in comfy,which flags?
Why does janny hate /ldg/?
why does /ldg/ hate janny?
uh oh melty
is there a problem?
>>109607694They hate the schizos that keep having tantrums over their schizo fanfiction they revolved their lives around
>no uevery time without fail
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
>>109607729at this point i think it's just 3 namefags talking to each otheri check in here once a week hoping something has changed but still have no incentive to post
>>109607743can you imagine if this spamming threads on the board stunt backfires and they become even more exposed? kek
>>109607743No 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.
>>109607746weird 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-attentionDon't set --use-sage-attention unless you've installed it first.
--cache-classic --fast-disk --disable-pinned-memory --disable-async-offload --use-sage-attention
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
>>109607249https://files.catbox.moe/nxu9z0.png>>109607064Which ones?>>109607210In my opinion yeah. I'm not seeing that deep fried look that seems to happen with the extenders I've seen around
?
>>109607797She'll get frostbite dressed like that.
>>109607181lol lmao
>malwarebo
>>109607793I 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?
>>109607847anon 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 lorawhat the deal?
>>109607865smokin that booze was her first mistake
>>109607861Thanks.I should work on my reading comprehension...
>>109607813ahah
>>109607865>tries to open back door>enters drivers seatTeleportation?
>>109607891love your gens.
>>109607797hot.
>>109607922she was only hot in Alien
>>109607797
>>109607942I need the extended catbox version.
>>109607922kek'd
>>109607901i don't know what she is leaning against
>>109607992>>109607942>>109607891creepy fucking pedo
>>109607865how 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
>>109607797Thanks based.
>>109608008higher resolution gen? dunno
>>109608026
>>109607922holy fucking kek
>>109608042glad they canceled sexy jam otherwise ani would have embarrassed /ldg/ anons
>>109608042Rightful king of /ldg/
*yawn*
>>109607819It's magic armor obviously. The weakest points are where the metal is, everywhere else is invulnerable>>109607942Hah you read my mind, but I like to have a little more contexthttps://files.catbox.moe/k8t1xb.mp4
>>109608098Maybe 4chan isn't for you
>>109608110No need to start getting upset
>>109608103>using character voices from youtube spam ads
>>109607834BASED
>>109608003are you lonely, grandma?
>>109608103Does that armor chafe? I bet it chafes.
>>109607461>>109607492Guys 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.
>>109608120Just giving some friendly advice. It's a hard life out there for lolcows like you
Move >>109608168>>109608168>>109608168
>>109608170Finally, the schizos can leave and stay in containment
>>109608170>surrendered the /ldg/ namehe wonned bigly
NEW>>109608168>>109608168>>109608168>>109608168
>109608184Try to be less obvious, namefag lol
>>109608221say his name
Why do proper bakes with the links make anon so upset? Real question
A
>>109608184we gave up on the sdg name and you crawled back regardless, pathetic loser
Rebake the thread with better title and formattingI 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.
>>109608253It'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>>109608244NEW!!!!!
bruh.
>>109608252>>109608264you lost tranny
ouh la la...
>>109608242the ones theyre written about wish to continue bringing thread quality down and do not like anon being warned of their antics
nah JSID bruh its over fr keeeeeeeeeeeeeeeeeek ooh oohs crashing out diddy style
Third times the charm I say
>>109608253pretty sure it's just auto-janny kicking in.he spams other threads and gets other anons to report the real thread.
>>109608281There 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
Damn, it's so weird how /sdg/ is basically spam free???
>>109607537this
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
>>109608306Ani 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 >>109608264and even spamming across unrelated threads: https://desuarchive.org/g/thread/109602059/#109602073In 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.
>>109607657q4 or int4Speaking of int4, have you tried it, ldg sisters?
>>>/wsg/6218176
>>109608336they all hate that the based OG ldg baker took this from them
>>109608337>'s tried the IRC route before, desperately sucking up to the modsisnt that what you tried doing? >>109608304>He tried to ban-request me yesterday for "Spamming/Flooding" and his ban request was promptly discarded.
>>109608345it already is a problem for the board
>>109608356No retard, I went to the IRC to appeal the prospective ban, and Faust literally told me he just rejected that ban-request.
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.
>>109608361Good to know. I got hit with one of these too when I baked earlier.
>>109608361ban appeals are the definition of sucking up
>>109607926Okay 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
>>109608370We all know you're an illiterate moron, schizo.
>>109608367
>>109608378someone is mind broken alright but it's not debo and ani...
>>109608372exactly. 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.
how does a nigga slurping spaghett cause so much chaos?
>>109608378Ani 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
>>109608378the truth hurts >Incredibleindeed
>>109608413>>109608392
will you ever come up with your own disses or are you doomed to repeat the ones used against you
>>>/sci/17039733>>>/sci/17039733>>>/sci/17039733
>>109608431kek
>>109608431Next time retain the same filename so it's less obvious that you're false flagging
>>109608442No 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
>>109608363Nice burgz
>>109608466does angry girl poster still come around here? he was the first avatar poster i remembered
>>109608431I appreciate the attempt, but this ain't it. let's not bring a cozy slow board into this.
I tried ref2va, and the character face is very off...Already gave it a close-up shot of the face as ref, but it still looks nothing alike
>>109608471Occasionally
.
>>109608575don't you have anything better to do?
>>109608422I can't decide whether this one or fedicef is better. they're both too good
what is this gay ass debo blud generating on god
You're playing a dangerous game bringing other generals into this...
>>109608604
>>109596534>>109596534>>109596534
>>109608610
>>109606160>>109606160>>109606160
>>109608485I like this idea. I left sdg at the time of the exodus, mostly because it was impossible to actually discuss the tech itself with all the batch spam and blogposting. To me, this is an opportunity to discuss what goes on behind these models, which is a must if you want to push them to their full potential.
>>109608629I wonder who's behind this post....? hmmmm???
>>109608467
>>109608652*crashes while wiping the mayo off his shirt*
https://github.com/BobJohnson24/ComfyUI-INT8-Fasti'm doing a fresh install of comfyui and i was using this node to load my main h3 minimax model. however when i went to go grab it i saw that it said that comfy supports this natively now. so what node should i be using instead to get the same results? the normal load diffusion model node?
>>109608683>the normal load diffusion model node?yep
>>109608481
