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File: collage_1787113266.webm (3.59 MB, 2048x1182)
3.59 MB
3.59 MB WEBM
Spotted in the Wild Edition

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

Brevious: >>109591400

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

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
>inb4 n*gbo malware news spam
>>
>>109593233
good site for LORAs that are NSFW like scat, dominatrix, strapon etc. civitAI got nerfed hard
>>
>>109593233
>mfw Resource news

08/18/2026

>Qwen-Video-Edit: Instruction-Based Video Editing by Repurposing an Image Editing Model
https://yunpeng1998.github.io/Qwen-Video-Edit-Page

>ByteDance just released Bernini‑Diffusers‑v2
https://huggingface.co/ByteDance/Bernini-Diffusers-v2

>PixRestore: Unified Image Restoration via Pixel Diffusion Transformer
https://github.com/csslc/PixRestore

>PixelControl: Fine-Grained Condition Fidelity in Text-to-Image Diffusion
https://linxin0.github.io/pixelcontrol_homepage/pixelcontrol-site

>MegaParts: Scaling Part-Aware 3D Object Generation to 300 Parts via Token-Efficient Autoregressive Modeling
https://expmaster.github.io/megaparts_webpage

>GenRouter: Unified Workflow Routing for Agentic Image Generation
https://github.com/EnVision-Research/GenRouter

>HiFi-BRep: High-Fidelity Latent Representation for Robust B-Rep Generation
https://github.com/1nnoh/HiFi-BRep

>OvDSGG: End-to-End Open-Vocabulary Dynamic Scene Graph Generation
https://github.com/jhelsby/OvDSGG

>ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution
https://github.com/nmduonggg/ENAF

>FlexAM: Flexible Appearance-Motion Decomposition for Versatile Video Generation Control
https://github.com/IGL-HKUST/FlexAM

>Pocket Video Trimmer: Trim/compress clips for MiniMax H3 Ref2V
https://huggingface.co/PoopMan333/Video_Tools

08/17/2026

>pagedMark: AI watermark removal built for Apple Silicon
https://github.com/doofzoff/pagedMark

>Stripe strikes mega-deal for OpenRouter
https://www.axios.com/2026/08/17/stripe-openrouter-paypal

>Context-Anchored Tile Refine: Nodes for tiled refining and upscaling
https://github.com/Blakeem/ComfyUI-ContextAnchoredTileRefine

>ComfyUI MiniMax-H3 SPEED Sampler: Runs SPEED (Spectral Progressive Diffusion) on packed video+audio latent
https://github.com/StanLukuvka/ComfyUI-MiniMax-H3-SPEED

>ComfyUI MiniMax H3 Parallel Attention
https://github.com/AesSedai/ComfyUI-MiniMaxH3-Parallel
>>
>>109593241
civitaiarchive?
>>
>mfw Research news

08/18/2026

>MLLM-Guided Semantic Correction for Text-to-Video Generation
https://arxiv.org/abs/2608.16513

>SingDance: Compositional Zero-Shot Singing-and-Dancing Video Generation with Role-Aware Audio Conditioning
https://arxiv.org/abs/2608.16220

>PoseAdapter: Dual-Stream 2.5D Controllable Image Generation for Complex Multi-Object Scenes
https://arxiv.org/abs/2608.15583

>Spatially-Grounded Flow Matching: Structured Source Distributions for Image Generation
https://arxiv.org/abs/2608.15452

>TEA: Text Encoder Alignment for Robust Concept Erasure in Text-to-Image Models
https://arxiv.org/abs/2608.15341

>KeyID: Decoupled Drafting and Keyframe Editing for Identity-Preserving Video Generation
https://arxiv.org/abs/2608.16154

>SQuad: Sub-Quadratic Attention Distillation for Efficient Video Generation
https://arxiv.org/abs/2608.16585

>Efficient Audio-Visual Generation via Synchrony-Aware Cross-Modal Sparse Attention
https://arxiv.org/abs/2608.15522

>TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation
https://amuseum-whr.github.io/TraceBench

>FlowDance: Music-Driven Dance Video Generation with Parallel Pose and RGB Streams
https://arxiv.org/abs/2608.15818

>JoLT: Joint Latent Trajectories for Context-Guided High-Resolution Tiled Generation
https://arxiv.org/abs/2608.15395

>GRNEdit: Efficient General Video Editing from a New Binary-Evidence Perspective in Generative Refinement Networks
https://arxiv.org/abs/2608.16328

>Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision
https://arxiv.org/abs/2608.16812

>PersonaShot: Benchmarking Person-Centric Narrative Continuity in Multi-Shot Video Generation
https://arxiv.org/abs/2608.16717

>Benchmarking Frontier Text-to-Image Models on Image-Description Prompts
https://arxiv.org/abs/2608.14976

>TISC: A Text-Driven Image Semantic Communication System for Faithful Reconstruction
https://arxiv.org/abs/2608.16100
>>
>mfw MORE Research news

>AnyTalk: Speech Animation for Arbitrary Characters Leveraging a Video Generation Model
https://serin-yoon.github.io/projects/anytalk

>Nexus: Structured Synergy for Efficient Text-to-Image Generation using Rectified Flow Model
https://arxiv.org/abs/2608.16104

>VicEdit: Learning to Edit Videos from Visual In-Context Examples
https://arxiv.org/abs/2608.16745

>RRFC: Recursive Refinement via Feedback Conditioning for Iterative Image-to-Image Generation
https://arxiv.org/abs/2608.15694

>Revisiting Classifier-Free Guidance Methods in Latent Diffusion Models
https://arxiv.org/abs/2608.16786

>An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models
https://arxiv.org/abs/2608.16887

>Defake-o3: From Speculative Rationales to Verifiable Evidence for Explainable AIGI Detection
https://arxiv.org/abs/2608.16259

>Scalable Black-Box Model Attribution for Images
https://asaf-livne.github.io/RPA

>MOSS-VL Technical Report
https://openmoss.ai/MOSS-VL

>Do Visual Grounding Decoders Need Feed-Forward Networks? A Controlled Study over Frozen Vision-Language Features
https://arxiv.org/abs/2608.15061

>Image Denoising via the Adaptive Rank-Cluster Filter
https://arxiv.org/abs/2608.15298

>Seeing Before Answering: Training-Free Visual Layer Profiling for Vision-Language Models
https://arxiv.org/abs/2608.16263

>Where did the ambiguity go? Examining how multimodal models interpret polysemous words
https://arxiv.org/abs/2608.00410

>Synthetic Image Detection with CLIP: Understanding and Assessing Predictive Cues
https://arxiv.org/abs/2602.12381
>>
Never going to click on this russian idiot's news links.
>>
File: Prier00314_.webm (3.97 MB, 829x600)
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3.97 MB WEBM
>>
>>109593280
>Shoes on bed

Gross.
>>
File: debo_tt_k2_00167_.png (1.89 MB, 1872x1007)
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>>109593272
thats fine. they're not for you
>>
>>109593248
all the femdom ones are "file not found" and no scat stuff
>>
File: h3_00099.webm (2.13 MB, 1456x808)
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2.13 MB WEBM
https://files.catbox.moe/uqofjp.webm
>>
>>109593307
Nobody clicks them, idiot.
>>
>>109593296
shes american
>>
>>109593311
back in pony days, you only needed to write 3 alphabets in prompt to get some shit
>>
>he actually thinks people reads his malware spam
>>
>>109593314
heh, you got bad taste, ole wizzie
>>
>>109593327
>Believing the orb
Did you ignore everything the wizard just told you?
>>
File: MiniMax_H3_00321_.webm (1.99 MB, 928x672)
1.99 MB
1.99 MB WEBM
>>
pondering rn
>>
>>109593334
the orb does not lie. the wizards lie.
>>
File: MiniMax_H3__00155-small.mp4 (2.84 MB, 896x1184)
2.84 MB
2.84 MB MP4
>>
I've run out of images to i2v
>>
File: 182630_00002_.jpg (1.19 MB, 2664x3552)
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amputee trys to play basketball
>>
File: 1755663559101446.jpg (224 KB, 800x1100)
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>>109593353
challenge yourself to this one
>>
>>109593353
can't you gen more or are they something you can't gen?
>>
File: 221934_00002_.jpg (1.53 MB, 2664x3552)
1.53 MB JPG
dumb bitch puts bug wax on her lips
>>
Another I2V candidate.
>>
>>109593315
>>109593326
I do
now consider ending your life
>>
>>109593371
Nobody cares what you do debo, you're a worthless little cretin.
>>
>>109593353
When you run out of i2v, it's time to ref2v and put them in whole new mixed and matched situations.
>>
File: 150040_00002_.jpg (3.93 MB, 3552x4736)
3.93 MB JPG
retard licks bat then grips it properly and slams you in the head with it next POV of retarded male
>>
>>109593381
she cute tho
>>
File: 131956_00002__001.jpg (2.39 MB, 3072x4096)
2.39 MB JPG
dumb woman breaks swing and busts her ass, americas funniest home videos style
>>
File: MiniMax_H3__00157.mp4 (2.9 MB, 736x736)
2.9 MB
2.9 MB MP4
>>
>try R2V with video ref
>model initiates forever
how long should it take max before gen starts?
>>
the t2v chad never runs out of images
>>
>>109593367
>ring
simps are so pathetic, might as well suck off her hubby when she's having a headache
>>
>>109593397
she married to the game
>>
>>109593353
Do a boomer shooter

https://files.catbox.moe/znbhzz.png
>>
webm or mp4? which one you use
>>
>>109593406
I use flac
>>
when you specify the dialog in H3, does it also auto translate? like if i did [Japanese] then threw in some english would that work or am i actually expected to do japanes eproperly?
>>
>>109593413
if you put [japanese] but write in english it's going to spit out racist accents made by white people
>>
>>109593406
lossless mp4 as output, webm for sharing
>>
>>109593417
yep. that's how i was able to get foreign accents if prompting a nationality doesn't do it
>>
File: MiniMax_H3__00158.mp4 (2.98 MB, 736x736)
2.98 MB
2.98 MB MP4
>>
>>109593417
>>109593422
splendid i can work with this
>>
>>109593280
why does this look like soulless low effort garbage
man, some people just suck at genning
>>
I have found glimmer is pretty good at writing prompts. Not nsfw or anything, but sexy and clean. Shame it takes so fucking long.
>>
File: 1565007171117.png (176 KB, 785x785)
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>>109593428
>why does this look like soulless low effort garbage
>man, some people just suck at genning
>>
>>109593428
not him but you sound jealous
>>
>>109593436
you use this image a lot and it really makes me think you're projecting
>>
>>109593444
You can think whatever you like, ranjeet the schizo.
>>
>>109593444
>trips
nice
>>
>>109593444
trips of truth
>>
File: MiniMax_H3_00323__1.webm (2 MB, 928x672)
2 MB
2 MB WEBM
>>
>>109593437
there was a lot better stuff before but absolute bottom of the barrel shit gets posted now
schizos ruined this general
>>
>open h3 workflow
>prompt a character picking three different articles of clothing off a rack, each a distinct solid color
>several turbo loras get it wrong/hallucinate/melt the clothes into each other
>try default, no turbo
>gets it right immediately

are turbo loras a scam or something? i dont want to spend 8 minutes to gen 10s @ 0.5
>>
>>109593447
you think I'm indian? what just because my ass is unwiped and my mind clear on the good objective of generating boobs and pussy? you think this? fuck you mother fucker
>>
>>109593457
You're a schizo though. Are you saying you've ruined the general? That's a strange roundabout way to declare it.
>>
the surge of absolutely terrible vidgens recently must be a psyop by BFL to get people hyped for flux 3. no way h3 is actually this bad
>>
File: 158463.png (13 KB, 680x907)
13 KB PNG
>>109593459
>i dont want to spend 8 minutes to gen 10s @ 0.5
>>
File: MiniMax_H3_00154_.webm (1021 KB, 608x1024)
1021 KB
1021 KB WEBM
>>
>>109593457
>Ugly garish bullshit in this thread
>Ugly garish bullshit in sdg
I know it's ironic saying this in an AI thread, but where did all the people with aesthetic sensibility go? Both are just awash with grody hyperrealistic fetish images and shiny plastic vomitscapes.
>>
>try some insane settings as a joke
>1.2mp 40 steps 15secs
>best looking most coherent gen I made so far
>took 14hrs to complete
fuck
>>
>>109593476
uhm, i'm right here
>>109593389
>>109593381
>>109593367
>>109593357
I am clearly aesthetic as fuck and if you say otherwise you're racist and or gay.
>>
>>109593464
that one guy that just spams a dozen catbox links in every thread of the shittiest gens ive ever seen beggars belief
>>
>>109593444
knelt
>>
>>109593482
>best looking most coherent gen I made so far
may I see it?
>>
>>109593476
i know youre trying to get me to post more gens but im out of ideas right now ill get back to it like normal later
its an ebb and flow
>>
File: deBS_zi_00004_.jpg (745 KB, 1706x1920)
745 KB JPG
>>109593476
>where did all the people with aesthetic sensibility go
hi, I'm here
>>
>>109593500
avoiding my fucking filter? fuck you bitch nigga
>>
>>109593500
based
>>
I generate videos of doing lewds with my sister.
>>
show them
>>
File: 85984.png (19 KB, 757x209)
19 KB PNG
i'd post them, but i don't think you are ready for kinos of this magnitude
>>
>>109593510
this depends if shes hot or not whether or not you're a massive creep
>>
>>109593361
>>109593368
neither of these are interesting enough to warrant my attention unfortunately
>>
This place is such a shithole kek
>>
>>109593500
You know what, at least it's not the ghoulish writhing hillary clinton clown/scorpion videos
>>
>>109593500
you are a lot better than catjack and that wanschizo clown that's for sure
>>
>>109593518
I don't like modern anime or manga shit
>>
>>109593482
Based. Post it.
>>
>>109593515
How much did this cost...?
>>
>>109593516
She is definitely hot. We have good genes and we're white.
>>
>>109593532
>Good genes
Not for long.
>>
File: 45s.jpg (22 KB, 416x480)
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>the gpu when you hit generate
>>
>>109593537
my AI is deblurring this as we speak
>>
>>109593537
you would catbox a video if this didn't bother you
>>
>>109593522
Most recent newfag wave has yet to fully die down
>>
>>109593530
about 1 week of electricity
>>
File: deBS_zi_00018_.png (3.76 MB, 1706x1920)
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>>109593522
>at least it's not the ghoulish writhing hillary clinton clown/scorpion videos
don't knock anons that are trying new things. way more interesting than the 100s of miku or george floyd gens
>>
>>109593558
agree
>>
>>109593419
>lossless
custom node?
>>
>>109593527
>>109593492
I can not. Not only did I use myself as a reference but it also involves the very real members of a certain k-pop group.
>>
>>109593570
stop gaslighting anon
>>
why aren't there rentries for wanschizo and catjack?
>>
>>109593578
We don't make rentries for all the posters you don't like, ani.
>>
>>109593569
just turn off compression in your outputs
>>
>>109593586
why would ani not like himself and tell you to write a rentry about him?
>>
>>109593594
There's a rentry for you because you've spent over three years being an annoying schizo fuckwit that nobody likes.
>>
File: 1787043741964423.webm (3.34 MB, 960x544)
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3.34 MB WEBM
>>109593578
>ani
>>109593578
>wanschizo and catjack
>>109593447
>ranjeet
>>109593376
>debo
>>
>>109593586
>>109593599
>, ani.
>There's a rentry for you
Why do you think anon is ani?
>>
>>109593537
BOOBA
>>
>>109593604
just beat up the namefag obsessed schizos
>>
>>
>>109593605
nobody else cares that deeply about the rentries except for you, ani. not even debo cares.
>>
>>109593619
i dont think israel is in texas
>>
>>109593622
I think I can point to a lot where it means everything to you
>>
Does a longer video need more VRAM to gen, or just more time?
>>
does comfyui still log prompts?
>>
>>109593626
you'd be surprised
>>
>>109593645
more than ever
>>
>>109593643
generating more frames in one go does take more vram and time
>>
>>109593622
>nobody else cares that deeply about the rentries except for you
i'm not catjack
>>
>>109593631
Nah, you can't. You'd be guessing posts like the schizophrenic psycho you are.
>>
>>109593657
i just told you I'm not catjack. get a life already
>>
>>109593643
yes
>>
>>109593578
https://rentry.org/ranfaggot
>>
>>109593654
Darn, thanks. I'm pretty tight even at 0.2 MP and 4s. Maybe I'll try upping it 1s at a time.
>>
File: AnimaHR_00085_.png (3.63 MB, 1536x2016)
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>>109593672
this has done the opposite of what you hope to accomplish. Only a mentally ill clown thinks this is remotely viable
>>
File: 1763195106329.jpg (390 KB, 800x800)
390 KB JPG
guys can you please write rentries for x, y and z to and add them to the OP? they are so much worse than ani so they should definitely be in the OP, am i right guys?
>>
ok guys just make a reentry for every single literal who and then we can put them into the paste and everyone will be happy
>>
>>109593447
that name applies to the one constantly spamming shitty gens though
>>
how do i prompt h3 to NOT use one of the pictures for character reference? it keeps using them as a keyframe for some reason.
>>
>>109593704
>that name applies to the one constantly spamming shitty gens though
sure thing ani
>>
>>109593704
Ani, if that was spam, the mods would step in and remove it.
They don't remove it because it's not spam, and the mods/janitors understand that schizophrenic terminally online psychos like yourself are not in charge of what constitutes spam. Posting generative content in a thread dedicated to generative content is not spam and never will be.

Meanwhile you've been banned several times for actual spam, like copy-pasting rubbish and posting relentlessly every 60 seconds. So on top of being quite stupid you're also a hypocrite.
>>
>>109593707
remove that reference
>>
>>109593693
>Only a mentally ill clown thinks this is remotely viable
ironic
>>
https://files.catbox.moe/5s0ypl.webm

guys how do I get H3 to not show nipples? I want the subject to cover her chest and not show nipples but they keep showing up.

link contains nipples
>>
>>109593722
would it be better to merge all references into a single image instead? like 4 images of the same character from multiple angles for consistency, but instead just 1?
>>
>>109593726
based gen
>>
>>109593707
describe the reference as SUBJECT instead of PICTURE
>>
>>109593732
i am currently. am i just being tricked with the preview
>>
>>109593728
you'd still see a flash of that frame because that's just how the model works, but yes you are able to combine multiple angles of one person into a single image. you can trim the start of the video afterwards to remove the reference at the start
>>
>>109593721
Kill yourself, wanschizo.
>>
>>109593693
how did you manage to make anima look like the slimy plastic AOM unc slop?
>>
>>109593476
I'm waiting on my new GPU to arrive b/c my 2060 isn't cutting it anymore
>>
>>109593694
it's hard to believe this egghead is responsible for so much shitposting in /ldg/,
>>
>>109593721
>everyone I don't like is this certain namefag
wow what a way to try winning an argument
>>
File: 738383785368383578358735.jpg (2.75 MB, 2048x3072)
2.75 MB JPG
>>109593742
NTA, but AOM slop was cool. I kinda miss that style.
>>
>didnt know mv/cp stips metadata across drives
>my earliest gens from 2019 now show as being from 2026
what the fuck
>>
>>109593828
>>didnt know mv/cp stips metadata across drives
they don't
>>
>>109593835
it came out a little blurry
>>
>>109593828
*across filesystems
>>
>>109593835
>how many felonies can i commit in a weekday
>>
>>109593848
I applied a gaussian blur in post.
>>
>>109593835
your soul is blackened
>>
>>109593850
my condolences for your loss
>>
>>109593833
mv replicates the timestamp, cp doesn't by default unless you add `-a` or `-p`
>>
>>109593835
It looks ugly even through the blur.
>>
>>109593835
just a heads up in your workflow it embedded a base64 of the reference picture you used, with the exif data
>>
>>109593875
oh, you mean the file system ones
>>
What I miss?
>>
yo
ho do I make girl in picture 1 wear the clothes of girl in picture 2?
>>
>>109593915
subject_definitions:
<Subject 1> is the woman in <Picture 1>, defining her facial features, hair style, and body proportions.
<Subject 2> is the costume in <Picture 2>, defining its design, color, and styling details.

summary:
[reference generation] The target video shows <Subject 1> wearing the costume from <Subject 2>

retention_analysis:
<Subject 1> (appears in [Shot 1]): fully_preserved - her facial features and hair are retained as the base identity.
<Subject 2> (appears in [Shot 1]): attribute_transfer - its costume design, color, and styling details are transferred onto <Subject 1>.
>>
>>109593901
better luck next time retard
>>
>>109593915
yo ho ho
>>
greedy anon won't let us goon to his sister
>>
>>109593922
what is this shit. isn't that task trivial? why do you need to write a manual for it?
>>
>>109593932
nta, but I gave up and just have qwen write my prompts now.
>>
File: 8483583568935.jpg (1.06 MB, 1186x1800)
1.06 MB JPG
Maybe a dumb question, but are there specific resolutions you should be genning krea2 images at? For example, should I be using multiples of 64 or anything specific?
>>
>>109593932
that's how the model is set up, you can put the prompt guide into an llm of your choice and have it expand "the man is to be putting his penus into the bagina" for you
>>
>>109593943
around 2 mp seems to be the sweetspot. as for multiples I don't know.
>>
>>109593943
16:9
1mp
768 short side
multiples of 32
>>
>minimax h3 template has entirely shown who is and isnt new to the slop game
its so tiring
>>
surprised it took you guys so long to learn it. i had the template figured out on the first day of release
>>
no one fucking cares faggot
>>
>>109593930
Why the fuck so you want to masturbate to someone's sister?
>>
>>109593943
I like the art style, what's the prompt/lora?
>>
I know how to work the template, but I can't be bothered writing it from scratch every time with all the boilerplate so I enlist an LM to extrapolate from a lazy prompt. Problem is the good LMs are dense models that run slow as shit on my RTX 5070 Ti, even with a Q4 gguf. The prompt generation deadass takes longer than the video generation.

Of course the ideal combination is having an LM generate the prompt, then modifying it to your liking.
>>
>>109593977
you mean this?
>>109593922

What's wrong about it?
>>
>>109594025
A lot of people I've masturbated to are someone's sister
>>
>>109594040
lol cuck
>>
>>109594044
What, do you only masturbate to your own?
>>
>>109594037
the megapixel (mp) mentions. no fucking person would ever use that shit prior to this unless its to explicitly point out you need to stay under a 1.0 megapixel (1024x1024) resolution. resolution has always been used, but no now for some fucking reason this one model template uses megapixels and every retard that has not had a single thought in the last 6 year is just parroting this shit as if it has any value

pop quiz, whats 0.5 mp at 16:9 and 4:3? go on what resolution would those be?
>>
>>109594011
Wow I can telling you are very high iq brahmin.
>>
>>109594049
I removed that mp thingy right after I understood what's going on, not an comfy expert, and plugged in dimensions of the main ref image.
>>
>>109594049
It makes sense to use megapixels since you can specify the size, which can then be applied to different aspect ratios, but it's a rough estimate.
>>
File: h3_00101.webm (1.04 MB, 1456x808)
1.04 MB
1.04 MB WEBM
>>
>>109594056
yes saar, .thanking You for it Kindly.
>>
>>109593962
Depending on what you gen, you can go up to 6MP. Probably not the best use of gen time for sketch style anime gens, of course.
>>
Is linux cucked with amd being only option for H3 gens?
>>
>>109594049
>go on what resolution would those be?
That's the entire point. I don't know what resolution 0.5mp is at 16:9, 4:3, 2:3, 1:1, or whatever aspect ratio my input image is. But I do know that 0.5mp takes X amount of time and X amount of system resources to gen regardless of aspect ratio. If I had to enter the specific resolution then I'd need to figure it out for every aspect ratio, based on...the mp value. This is exactly the same reason you cited why we use megapixels for SDXL and others.
>>
>>109594074
The 2-2.5 MP resolution I mentioned is the one that gives me the best image quality at least for realistic gens but maybe I'm doing something wrong.
>>
>>109594090 (me)
>This is exactly the same reason you cited why we use megapixels for SDXL and others.
Correction, this isn't exactly the same reason since for SDXL it was about stability, not performance. So just swap system resources for output stability in the reason.
>>
File: 5835785.webm (2.03 MB, 448x256)
2.03 MB
2.03 MB WEBM
>>109594049
trvthnvke
>>
>>109593901
>just a heads up in your workflow it embedded a base64 of the reference picture you used, with the exif data
>>109593924
checked the litterbox and it was false (actually what it actually reveals is that anon added the blur in Premiere kek)
that being said, if you use VideoCombine and share a workflow your output directory full path (and therefore potentially your PC username) is shown. All the better reason to use common usernames

>>109594049
yeah i stopped using megapixels and just put in resolution manually like i used to. it lets me max out my resolution too
>>
>>109594048
rekt him
>>
>>109594082
Why would that be the case?
>>
I get oom with ~1.5mp
>>
>>109594113
no anon you have to say which resolutions you mean. for every possible aspect raito
>>
>>109594110
amd is slow, is it not
>>
>>109594116
you can use nvidia on linux for h3...
>>
>>109594115
1536x1536, I have to half it to even gen anything with H3.
>>
>>109594116
Yes, very slow. I was more asking abotu why Nvidia wouldn't be an option on Linux. Afaik it very much is.
>>
Man why do I even bother to post my Kino if I don’t even get a (You)?
>>
File: lul.jpg (29 KB, 925x465)
29 KB JPG
https://files.catbox.moe/7ubsjw.mp4
It's dumb but still my jaw hurts.
>>
>>109594120
I thought they don't have drivers for Nvidia on Linux.
>>
>>109594134
unc still thinks its 2009
>>
>>109593922
There must be a simple app that do this automatically. Not LLM, just a simple app
>>
>>109594132
The (You) economy isn’t quite what it once was.
>>
>>109594135
good to know
>>
File: MiniMax-H3-00079.mp4 (3.48 MB, 576x736)
3.48 MB
3.48 MB MP4
>>109593922
>>
>>109594239
I hate the ugly AI western goblin face that models often give 3dified anime characters
>>
>>109594263
This is what the artist is imagining when they draw these characters and you're just unhappy at that fact.
>>
I've got some unbelievable kino cooking. Might be collage worthy.
>>
>>109594275
I want to see it
>>
>>109594275
See you after 6 hours of seed hunting
>>
>>109594275
have you ever made it into the collage before? personally I have multiple times.
>>
>>109594288
holy shit, anon i'm honored, thanks for coming around here, have you been making any interesting stuff lately?
>>
>>109594275
i am sitting in the kino chair
>>
>>109594288
I am a regular in the collage, but usually due to sheer volume and a fairly large variety of outputs. I never stick to one idea for long.

It's very hit and miss though.
>>
>>109594303
omg what's happening today with all these successful genners coming here all of a sudden? thank you for your kinoposting anonymous
>>
File: h3_00102.webm (2.31 MB, 1456x808)
2.31 MB
2.31 MB WEBM
https://files.catbox.moe/3ybv55.webm

I present kino.
>>
>>109594336
nice
>>
>>109594336
Gomenasai, my name is Anon-Sama. Thank you very gozaimasu for your kino gen-sama.
>>
>>109594336
kek
truck-kun of isekai
>>
>>109594336
Is that the "unbelievable kino" already, or so we should continue waiting with bated breath?
>>
>>109594353
No that was it. You can breathe easy now.
>>
>>109594357
It's honestly pretty neat. You just did yourself a disservice by announcing it as "unbelievable kino".
>>
>>109593483
>I am clearly aesthetic as fuck and if you say otherwise you're racist and or gay.
Is that a Venti lora or what? I'm curious about the details.
t. racist
>>
>>109594336
I like how he almost tanks the impact from the truck despite being below average BMI for an American
>>
>>109594370
I guess it's not unbelievable. But I do wonder what qualifies as unbelievable.

I think that wan 2.2 gen where the cube eats the guy on the game show counts as kino. Like a one in a million pull.
>>
File: MiniMax-H3-00081.mp4 (3.35 MB, 576x736)
3.35 MB
3.35 MB MP4
>>
>>109594033
Ratatatat74 lora for krea
>>
File: file.png (235 KB, 600x315)
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>>109594357
>>109594370
It gave me inspiration. I wanna try using Iwai movie stills as refs or something.
>>
now we wait 2 hours for anon's next kino
>>
>>109594405
I'm in talks to figure out what my next kino will be. Personally, I'm thinking about going back to subject matters I might enjoy. So the kino will be subjective.
>>
>>109594395
Thanks. Are you the creator?
>>
File: 8547634626262.jpg (1.4 MB, 1448x2176)
1.4 MB JPG
>>109594413
No, just some random anon. I would train one myself, but for some reason, my lora training with ai-toolkit is extremely slow as compared to other people, and I'm too lazy to fix that, unless training a rank 8 lokr is supposed to take like 14h on 3090 lmao
>>
>the more i gen the slower the gen times becomes throughout the day
>fresh boot gives me h3 videos in a minute compared to 4-5 towards the end of the day

It just werks.
>>
>>109594410
what are those subject matters?
>>
File: orange3.webm (3.51 MB, 1968x1096)
3.51 MB
3.51 MB WEBM
Not happy with the glass that just gets deleted
>>
hello krea-using losers.

I genned a new Ace Step 1.5 XL Base tune. It's really a boppin. Put this record on.

https://vocaroo.com/1bGu5MgWGcQQ
>>
>>109594454
Erm... does he know?

Ace-Step is stinky garbage now.... we have a new model...

Awkward....
>>
File: MiniMax-H3-00082.mp4 (3.57 MB, 576x736)
3.57 MB
3.57 MB MP4
>>
>>109594389
>I think that wan 2.2 gen where the cube eats the guy on the game show counts as kino. Like a one in a million pull.
link?
>>
thank you moshe shlomo, thank you for your timeless kabala of the dookie doodoo rooroo
>109594464
>>
suno and udio, and whatever local burnt models you may have can't match this:
>>109594454


This is readily apparent to white men.
>>
File: file.png (45 KB, 768x565)
45 KB PNG
So maybe not local and I dunno if anyone actually is trying to trick anyone but this is really accurate with detecting AI images. Haven't seen anything going back to SDXL era to modern day stuff that can trick it.
>>
>>109594488
i'm sure i can trick it
>>
>>109594488
:^)

can you test some i2i with very little chainged, like VERY little? what's the situation? masked, say 5% of the image?
>>
what's the best model to swap clothes?
Krea or kontext?
>>
>>109594488
>Imagine being so rabidly obsessed with AI that you would pay for a service to detect it. With plans that are even more restrictive than the AI services they are aiming to uncover.

I genuinely think some people have been driven mentally ill by AI.
>>
>>109594518
Neither. Qwen.
>>
>>109594519
retard, it's for making clean datasets
>>
File: check_00021_.png (3.59 MB, 1536x2728)
3.59 MB PNG
>>109594395
NTA.
Really neat lora, just had to try it out.
>>
File: h3_00104.webm (661 KB, 1456x808)
661 KB
661 KB WEBM
>>
Does Krea 2 understand height difference ?
>>
>>109594555
checked.

krea 2 sucks. indians like it.
>>
people who think krea is good think that modern udio and suno are good, they're shit. they suck bags and can't produce a fucking thing that can be used, worthless trash.
>>
File: check_00024_.png (3.4 MB, 1459x2592)
3.4 MB PNG
>>109594555
I think most image models, that work with native language prompts do.
>>
>>109594600
tsmt xister
>>
File: panram.png (277 KB, 1297x490)
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>>109594488
Super easy to trick. You just have to clean the latent residue. This is IL.
>>
>>109594605
*natural language
>>
>>109594606
0
>>
>>109594605
Even like "The Girl is 146cm tall, The Man is 200cm tall" ??
>>
>>109594629
I suspect if you want to get this specific you might have a better chance with phrasings like "She's short, the top of her head barely reaching his chest"
>>
File: identifying mistakes.jpg (284 KB, 500x661)
284 KB JPG
>>109594610
>>
>>109594610
>latent residue
huh
>>
>>109594629
Pretty sure that won't work as intended. You'd have to specify how their height relates to eachother.
>>
>>109594600
what's the best local t2i right now in your opinion?
>>
>>109594649
Flux Klein 9B Base > Z Image Base > Anima Realism

but I haven't tried the latest Anima, actually, I'm a little behind there. I prefer Anima because it can produce softer faces.
>>
File: math.png (3 KB, 145x85)
3 KB PNG
>>109594113
>>109594125
Anon...
>>
>>109594658
he said 1536x1536 not 1536^2 idiot
>>
>>109594658
I oom at 8k.

I oom at way less, but I also oom at 8k
>>
File: h3_00105.webm (2.91 MB, 1456x808)
2.91 MB
2.91 MB WEBM
https://files.catbox.moe/iph6iz.webm
>>
Is there anyway to get good results on Referece 2 Video h3 minimax? It looks like bad mspaint animations desu. I'm trying it out on civitai before attempting to run locally.

I've been trying omni flash which gives way better results so far, but may different prompting styles etc
>>
>>109594666
tbf that is how many pixels there are in a 1536 by 1536 image
>>
>>109594658
1536 ^ 2 = 1538 actually
>>
>>109594651
I'll give that a try, thanks.
>>
um. satan needs to attend math classes.
>>
Why "This Girl is doing......." works better than "<Subject 1 is doing.....>" in minimax ? I thought you need to describe the subject first when prompting
>>
>>109594336
>>
>>109594688
you are learning, sonny. soon you will understand
>>
>>109594702
typo i mean <Subject 1>
>>
>>109594676
How does pixel/frame count map to memory usage though? Is it just 3 4-byte floats per pixel with every frame being independent from each other? That's 9.5 gb (on top of the model etc) for 15 seconds of 1536x1536 video.
>>
>>109594718
idk bruh you think im some kind of chemist?
>>
what is the secret to believable sex in minimax
they look like they are pretending to fuck
>>
>>109594718
You really don't need to go into specifics of any given card's vram, system ram and SSD paging space to know the limits. You find that out what the comfortable zone is for your PC's capability and see when the screen freezes and the mouse wont' move and you hear OS system noises. It can of course all be random, you genned the same image/video perfectly OK and now the same resolution etc is struggling. Unloading the model works but also if in a queue once it creaks past the denoising and the VAE finishing starts up the card springs into life and the next gen is fine.
>>
>>109594336
trash
>>
>>109594746
> what is the secret to believable sex in minimax
the secret is using ltx2.3 instead of that garbage
>>
>>109594783
ltx is reserved for kinos, not coomer poop
>>
File: 1755380353976185.jpg (106 KB, 635x790)
106 KB JPG
I want to try making a lewd anime in minimax with original characters, but I just know it's going to be time consuming and a huge pain. Like I'd have to craft all the references for the characters, environment, voices, then would have to keep genning R2V until I get decent enough results per individual scene...
>>
>>109594746
>what is the secret to believable sex
Put the "camera" into the cuck chair
>>
File: 1778150280717352.gif (1.76 MB, 292x219)
1.76 MB GIF
I can't use a reference video because I'm a vramlet
>>
File: x.mp4 (987 KB, 416x736)
987 KB
987 KB MP4
>>109594797
more or less so, yes?
>>
>>109594814
you can mostly compensate with not being a systemramlet, they (wan2gp, comfyui and nodes, ...) again made quite a few things possible with offloading
>>
okay, I use ref_image_0 as picture 1 for the face I want to use
and ref_video_0 for the video where I want to swap the face and put the face from picture 1
now what do I prompt?
><Subject 1> is the woman whose appearance comes from <Picture 1> and whose motion comes from <Video 1>
?
>>
File: MiniMax-H3-00086.mp4 (3.53 MB, 576x736)
3.53 MB
3.53 MB MP4
>>
So guys, how are we feeling about the differences between the lightx2v turbo lora and Spectrum? Which do you use and why?
>>
>>109594847
How to tell us you are a jeet without actually telling us.
>>
File: projection.gif (128 KB, 500x290)
128 KB GIF
>>109594855
>>
>>109594855
not just jeet but gay jeet
she has a penis
>>
File: kekekekkeeeeeeeeek.png (1.17 MB, 864x1184)
1.17 MB PNG
>>109594864
wut da heeeeeeeeeeeeellll naahh ain no way unc gooning to a nga bruh keeeeeeeeeeeeeeeeeeek JSID alrady bro is cooked fr
>>
>>109594875
For me it's jeeeeeeeeeeeeej.png
>>
>>109594890
its jeeeeeeeeeeej bruh not jeeeeeeeeeeeeej goofy ahh
>>
>>109594797
Everything thats good need an effort
>>
>>109593233
Should have used explaining computers dot coom guy for >>109583884
>>
Any examples of long videos, or long h3 sequences involving multiple original characters in an environment and storytelling? If I see a good example that will inspire me.
>>
>>109594797
>voices
That makes me think.
How would you go about generating an original japanese voice for a character? Like you could clone a voice from a character or a VA speaking, but what if you wanted it to be original and not immediately recognizable by some nerd?
>>
>>109594961
QWEN3 TTS Voice Design.
>>
>>109594938
i haven't made it yet but i am considering doing something like this https://www.youtube.com/shorts/vI-bjXIZNcU it should be simple since you just need short clips of your character in different active combat scenes
>>
>>109594969
So how would it work? You create a voice, generate 10 seconds of dialogue, then feed the .wav to H3 as an audio reference? Or generate the dialogue you need in Qwen3, and pipe it to H3 with an audio reuse?
>>
>23 minutes to faceswap a video
>something I can do in 1 minute using facefusion
>it doesn't even look good
what's the use case of h3 again?
>>
bake a collage and I'll bump you
tomorrow kinos I'll dump too
>>
>>109594987
it id pretty good at genning Avatar.
>>
>>109594982
You generate something long and varied enough in the target language, and just feed this as a voice reference into the Ref2VA model.


Minimax H3 handles voice references quite well. Used Chapelles voice to try it out here for example:
https://files.catbox.moe/plg3hk.mp4
>>
>>109594814
https://files.catbox.moe/vbbg49.mp4
>>
>>109594987
>facefusion
The example images look like shit. Minimax does character swapping not just swapping a nose and eyes while keeping the skull the same.
>>
>>109595017
give me a prompt example to swap character from image 1 to video 1
>>
Honestly, the most obnoxious party of storytelling in Minimax H3 would be composition. It's very important for storytelling but I would imagine it's a huge pain getting the prompt to deliver you the exact shot you want.
Could probably use a reference image for the blocking, but that requires further manual work, like setting the scene up in blender or drawing it yourself, and even then it's not a guarantee to work.
>>
File: download (1).png (965 KB, 1024x1024)
965 KB PNG
>>109594987
>I fail to research how to use the tool or it's capabilities
>Why doesn't this work?
>The model is the issue.

I thank God that good genning takes skill and effort. Keeps separated from the unwashed masses.
>>
>>109595045
where are your gens?
>>
>>109594987
after using it every day extensively: it's simply shit. that's it. it's a shit model.
body horror, genitals don't work, not enough prompt adherence
>bro just get a reference shot for the pussy and-
nigger that won't teach the model how a pussy works or how it looks like from different angles. it simply doesn't know what genitals are, period. if the girl spreads her legs or touches herself or any other movement is involved, it's body horror time again
>bro just get a reference video and-
fuck you you fucking dumb nigger I'm not going to spend an eternity downloading porn and looking for the exact perfect match between some retarded cucked clip and what I was planning to generate, what is the point of video gen if that's what we're doing?
>>
https://files.catbox.moe/pj6e6a.webm
>>
>>109595045
Does it though?
>>
unc is crashing out
>>
>>109595064
I'm building tooling around it right now. Soon the whole world will quake in fear of my optimized gens.

A man of refined culture does not simple eat the steak. He prepares it. Salts and butters it. Only then, when the meal as it's apex, does he begin to partake of God's blessings.
>>
>>109595086
based
>>
What is the best music model for generating anime style SoL bgm? I'd rather decouple the background music from my video generation so I can re-use tracks for consistency.
>>
0%| | 0/8 [10:04<?, ?it/s, Model Initializing ... ]
[INFO] Processing interrupted
[INFO] Prompt executed in 00:12:46
>>
>>109593694
guess jewliens asleep as he normally rushes to report this to janjans
>>
File: 1783500451171309.png (36 KB, 549x248)
36 KB PNG
>>
File: 1781126478345014.jpg (64 KB, 964x912)
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>>109595139
>>
>>109595139
omg I feel so unsafe. Good catch anon.
>>
>>109595014
cute miku!
>>
>>109594668
Oh no. I'm gonna OOOOOOOOM
>>
>>109595136
/ldg/ is so chill when ani is asleep lmao
but he hates when we point out how cozy /ldg/ is so prepare for the spam now
>>
File: e3e.png (468 KB, 680x526)
468 KB PNG
>>
>>109595105
not sure about "the" best but i'm guessing for not particularly exacting needs you could get something with acestep or h3 (save the audio?)
>>
https://i.4cdn.org/wsg/1787093896403741.webm
>>
File: f.png (2.22 MB, 1024x1536)
2.22 MB PNG
>>109595186
kek, this one's great!
>>
>>109595186
gem alert
>>
Based on market conditions and new information I'm afraid I'll need to delay my latest kino for retooling.
>>
>>109595222
its the jews fault, isnt it?
>>
>>109595186
nice, h3?
>>
>>109595227
Actually, it is. Sam Altman, dirty American jew, scammed us all out of RAM, causing all compute prices to go up, forcing us to be on shitty machines. All so we could be chained to his shitty Openai model like good circumsized American cattle, waving the American flag with hamburger in hand. Jews did this.
>>
>>109595186
>only a $5000/month
"richfags" have been awfully quiet after this dropped
>>
I give up, I guess only 2 piece bras exists from now on.
>>
>>109595257
make a hitler kino in retaliation
>>
>>109595186
Kek
>>
>>109595227
Unironically yes
>>
File: 5134616167161.jpg (792 KB, 1105x1700)
792 KB JPG
>>
>>109594637
He means you need to clean the cum off your monitor after you finish cooming to your gens.
>>
>>109594488
Oh look another grifting site that you can easily bypass, yet gives false positives everywhere, especially the writing detection.
>>
>>109595352
>>109595352
>>
>>109594336
Pure kino.



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