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Goblet LoRA Edition

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

Previous: >>109635793

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
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
>>
Blessed thread of friendship
>>
>>109637813
You know i always thought you guys were memeing regarding trani but holy what an asshole
>>
>>109637828
shut up hlky you've been useless for over a year. at least ani works at all. no wonder why people don't want to work for you
>>
>>109637805
Local really won with H3 huh?
>>
why when i put an audio reference in ltx 2.3 to keep the same voice, the character says what is in the audio instead of my prompt? reee
>>
>>109637851
audio reference in ltx? what?
>>
File: lolcow.png (80 KB, 1257x502)
80 KB PNG
>>109637840
Julien is even too retarded to build very basic workflows
And he shits on people trying to help him
Hope he never shows this repository to recruiters because they will die from laughing
>>
>>109637872
yeah. there's an option for that in wan2gp
>>
File: file.png (1.35 MB, 2544x1738)
1.35 MB PNG
anyone else customize their comfyui installation theme?
>>
>>109637875
wait the executables are *not* build from the source? are we sure there is no malware in them if they weren't even build by github actions?
>>
>>109637892
How to do that?
tired of the ugly ass default look
>>
>>109637892
Neat. How did you get those sensible straight connectors, or are they just fixed in general now?
>>
>>109637875
thank you schizo anon for protecting us from the mentally unstable lolcow that tries to doxx people
>>
>>109637926
Settings -> Lite Graph -> Link Render Mode
>>
File: XRDP.png (37 KB, 763x537)
37 KB PNG
>>109636879
>I really want to do image to video Ai shit, but i cant spend more than 1k and it has to be a laptop (i have alotta free time at work).
For that price, just buy an Intel Arc B70 and a cheap laptop. Then, use the laptop to access your desktop PC remotely using Remote Desktop Manager.
>>
>>109637892
That looks nice, does it make it run better?
>>
https://files.catbox.moe/01zoft.mp4
>>
File: Bullshit.png (36 KB, 788x231)
36 KB PNG
>>109637937
I know, but the regular straight connectors do this bullshit, whereas yours properly wrap around. Hence why I was asking.
>>
>>109637969
Ah I'm not the anon who posted the screenshot, you'll have to wait for his answer
>>
>>109637904
>>109637926
just vibe code it already unc
>>
File: Test 00010(2).mp4 (3.82 MB, 832x1248)
3.82 MB
3.82 MB MP4
>>
File: ezgif-80becdb1a211cd18.mp4 (1.68 MB, 786x662)
1.68 MB
1.68 MB MP4
>>109637904
Claude lol, I asked him for a demoscene/tracker style ui and just kept iterating on it.
>>109637969
it's straight connectors but with an autorerouter I also got claude to make.
>>109637986
unironically lmao
>>
File: file.png (757 KB, 1060x872)
757 KB PNG
ah ok got the controlnet thing working, needed kijai's commit that isn't merged yet:
https://github.com/Comfy-Org/ComfyUI/pull/15860

i only tried with a static image so the video was shit but need to try with depth video guidance to see what the quality will be like
>>
>>109637986
Say less nephew say less, I can do that
>>
>mfw Resource news

08/24/2026

>MiniMax-H3-Fun-Controlnet-Union
https://huggingface.co/alibaba-pai/MiniMax-H3-Fun-Controlnet-Union

>MiniMax-H3-Longvideos: Long (up to ~120s) MiniMax-H3 video + synchronised audio from a single prompt
https://huggingface.co/Smite79/MiniMax-H3-Longvideos

>DiGS-Avatar: Single-Image Animatable 3D Human Reconstruction via UV-Space Diffusion
https://github.com/KLMAV-CUC/DiGS-Avatar

>Identity-Preserving Text-to-Video Generation via Agentic Enhancement and Semantic Repair
https://github.com/oceanflowlab/AESR

>OccluRank: Controllable Occlusion-Aware Layout-to-Image Generation by Adding Just an Ordinal Rank
https://github.com/Wenyang-hong/OccluRank

>Aggregating Visual Information with Optimal Transport for VideoLM Token Compression
https://github.com/ernie-research/AVIOT

>CubicSplat: Differentiable Vector Graphics via Error-Bounded Forward Relaxation
https://github.com/CubicSplat/repo

>Vis-Poison: Poisoning Visual Knowledge in Multimodal Retrieval-Augmented Generation
https://github.com/SWUFE-DB-Group/Vis-Poison

>Explainable Deepfake Detection with Feature-robust Augmentation and Evidence-grounded Explanation Optimization
https://github.com/oceanflowlab/EDD.git

>ArtiMo: Agent-Driven Articulated Mesh Animation
https://zou-2004.github.io/ArtiMo

>MiniMax-H3 × Z-Image — spatial detail graft (comfy-native)
https://huggingface.co/joeygambino/MiniMax-H3-x-Z-Image-native

>MiniMax-H3 4-Step LoRA (FlashGen)
https://huggingface.co/Beidouqixing/minimax-h3-4step-lora-flashgen

08/23/2026

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

>Alibaba to issue US$10 billion in new shares for huge AI push
https://www.scmp.com/tech/big-tech/article/3364957/alibaba-issue-hk80-billion-new-shares-global-ai-push

>Nvidia Customers Notified About AI-Related Price Hikes Above 15%
https://www.bloomberg.com/news/articles/2026-08-22/nvidia-customers-notified-about-ai-related-price-hikes-above-15
>>
>>109637986
what's unc
>>
>mfw Research news

08/24/2026

>DiffVC-ONE: Diffusion-based Generative Video Compression with One-Step Video Diffusion Transformer
https://arxiv.org/abs/2608.20515

>MultiCube: Compositional 3D Generation With Part-Level Semantic and Spatial Control
https://multi-cube.github.io

>GAP-SAM: A Global Artifact Prior for Generalizable AI-Generated Image Manipulation Localization
https://arxiv.org/abs/2608.20929

>Grounded-Exo2Ego: Structured Semantic Grounding for Robust Exocentric-to-Egocentric Video Generation
https://research.nvidia.com/labs/amri/projects/grounded-exo2ego

>ES-VP : Energy-Shaped Dynamic Visual Prompting for Efficient Model Adaptation
https://arxiv.org/abs/2608.21194

>Scaling Muon for Diffusion Transformers
https://arxiv.org/abs/2608.20818

>InfinityEdit: Infinite Video Editing with a Lightweight Edit-Ignition Adapter
https://arxiv.org/abs/2608.20910

>Anchoring Instruction Outside Mask: Exact Reference Caching for Efficient In-Context Diffusion Transformers
https://arxiv.org/abs/2608.21229

>Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs
https://orarl.github.io

>Bridging Language and Spherical Space: Object-Centric Control for Text-to-Panorama Generation
https://arxiv.org/abs/2608.20691

>When does fusing hand-crafted knowledge with learned representations pay? A cost-normalized benchmark of stacking, substitution, and interference
https://amughrabi.github.io/MomentAux

>Is Visual Prompting All You Need? Studying VLM Spatial Reasoning under Progressive Visual Scaffolds
https://arxiv.org/abs/2608.21170

>Enabling Memory-efficient Im2win Convolution with Multi-precision Support on GPU CUDA and Tensor Cores
https://arxiv.org/abs/2608.20725

>LoRC: Detecting AI-Generated Images via Low-Rank Collapse in Semantic Residuals
https://arxiv.org/abs/2608.20882

>Llama-Mobile: Efficient 2.7-Bit Quantization of VLMs
https://arxiv.org/abs/2608.21134
>>
>>109638022
i dunno whats unc with you?
>>
> >109638012
> >109638023
fuck off
>>
>running comfy on arch + 6700XT
>just fucking stops working one day
>try Forge Neo
>Encountered Out of Memory during Sampling; Unloading all Models...
this is really pissing me off, idk what i'm doing wrong
>>
>>109638034
>idk what i'm doing wrong
You're not running it in docker.
>>
>>109637875
wow you made julien shut up
can you make a collage of all your posts with pictures? i can post it when julien starts shitting himself again
>>
>>109638043
this seems somewhat irrelevant, i haven't touched the venvs or anything (until i tried to reinstall to see if that was the issue). do people even make rocm containers for this? last time i checked i pretty much had to write my own Dockerfile/Containerfile.
>>
>>109637996
I see, thanks. Guess I'd have to vide code that, or hope that ComfyUI will have more sensible straight connectors at some point.
>>
>>109637875
Ok so we have two retards that can't do it. You're point?
>>
>>109638034
>idk what i'm doing wrong
you have amd card
>>
>>109638064
i assumed that was a big part of it, yeah. it's a shame because it works well when it does work. if i look at nvtop, my GPU isn't even being maxed out before it OOMs.
>>
>>109638063
NTA but It's odd that he likes to beat anons over the head about his failed projects when he can't even do basic shit.
Don't you find it odd anon?
Don't you find it odd the person that goes by animation is getting smoked on the daily by random anons making animations now?
>>
File: SHEET_00028_.jpg (621 KB, 2700x2374)
621 KB JPG
>>
>>109638079
Too old
>>
>>109638063
>You're point?
no, YOU are point
>>
>>109637965
That's a lot of cheese.
>>
File: jc (2).jpg (49 KB, 488x722)
49 KB JPG
>>109638090
That is Career Opportunities JenCon.
dunno why the model hag-ed her up
>>
>>109638090
the irony is that jencon isn't dead. she isn't even out of work. she exists today, but anons want to pretend that she stopped existing in the 1980s
>>
>>109638073
>>109638104
?
>>
>>109638079
>adult woman fetish
>>
>>109638124
>But anons want to pretend that she stopped existing in the 1980s
Yes.
>>
ohh boy... going to make the ultimate roxanne (Isekai Meikyuu de Harem wo) krea2 lora. captioning hell begins. my destiny to achieve perfection will not be denied. will work on aqua(kingdom hearts), minori(senran kagura) and satellizer el bridget(freezing) later down the line. This doggy bitch must be conquered first and foremost.
>>
>anon funded by the american taxpayer
kind of based honestly
>>
>>109638146
he from the big 'real?
>>
>>109638140
based waifu enjoyer
>>
File: bbbb_00169_.png (3.66 MB, 1920x1072)
3.66 MB PNG
>>
>>109638146
that's like every unemployed person ever
>>
File: debo_mc_k2_00025_.png (3.21 MB, 1466x1792)
3.21 MB PNG
>>109637840
I miss hlky. I think he's been thriving lately though
>>
>>109638263
how do you fail at adding text to krea2?
>>
>>109638263
If he's here having a meltdown over Ani I don't think that's thriving
>>
File: 1786381059117020.png (505 KB, 832x832)
505 KB PNG
>1girl, solo, cute. blonde hair
>>
>>109638034
>arch
Why would you do that to yourself, use a sane distro. Like NixOS.
>>
File: debo_mc_k2_00026_.png (3.72 MB, 1466x1792)
3.72 MB PNG
>>109638273
I didn't provide any flavor text. I'd have to rig up a LLM pass to generate something, which I didn't care to do
not like you're even asking in good faith or anything

>>109638276
>he's here having a meltdown over Ani
why would a guy who doesn't post here anymore come here to complain about a guy who doesn't post here anymore?
>>
>>109638309
>I'd have to rig up a LLM pass to generate something
No you don't you could simply say in the x area with the text "text".
Why would you need a LLM for that?
>which I didn't care to do
not like you're even asking in good faith or anything
What?
>>
>>
>>109638308
because literally everything except slop tooling works
>>
>>109638282
cute
>>
File: debo_mc_k2_00027_.png (3.9 MB, 1466x1792)
3.9 MB PNG
>>109638327
>Why would you need a LLM for that?
the whole card design is wildcarded, so there's nothing to put into flavor "text" unless an LLM is plugged in to read the wildcard outputs and write flavor text relevant to whatever the wildcards rolled
>>
>>109637892
>>109637996
can you PLEASE fucking release this I want this too
>>
>>109638349
That unproductive if that's the case. Wouldn't it be better to put more effort in your outputs?
>>
Any protips on getting long POV shots? Despite my best efforts, H3 really doesn't want to do anything complex from first person POV.
>inb4 read the guide
The guide just says "POV" as a camera descriptor. I'm already using that.
>>
>>109638413
It would be more helpful if you told you what you want to prompt so we can try for ourselves and potentially give you an answer, rather than this super vague question
>>
>>109638349
>wild card slop
How odd 90% of the post in /sdg/ look like wild card slop
How.....odd
>>
>>109638434
>what you want to prompt
It's extremely specific and magical realm, so here's a modified sfw version: You're a pirate in a dungeon with your pirate friends and you've all been tied to a wall, and a nasty pirate captain is interrogating your friends while you watch.
>>
how did a bunch of old useful rentries for ai stuff get taken over like

https://rentry.org/voldy
>>
>>109638456
all my old bookmarks are shit like this.
https://rentry.org/lora_train
>>
so about that minimax image model, did we get chinese cultured or what?
>>
>>109638464
https://archive.is/https://rentry.org/lora_train
>>
File: Hesgay.mp4 (2.98 MB, 864x480)
2.98 MB
2.98 MB MP4
>>109638443
I'll try something once my 1mp gen is done, might be 5-10min though
https://files.catbox.moe/ld8vxg.mp4
>>
>>109638470
They promised these after video gen:
- upscaler model for the video model
- their implementation for sparse attention that is actually tuned to the training they did with the model
- image model

So far the only thing they released after h3 was the music model.
>>
its going to be the spoopiest halloween ever
>>
>>109638478
1MP version
https://files.catbox.moe/8vl2jw.mp4
>>
>>109638555
>https://files.catbox.moe/8vl2jw.mp4
>starts running in one shot and is standing still in the next
>shot from behind but falls backward
>area 5
>doesn't naruto run
apply yourself, nice gen tho
>>
>>109638516
I can't wait for all the awful Deadpool vs Freddy slop videos.
>>
>>109638570
>https://files.catbox.moe/8vl2jw.mp4
surprisingly the 0.2mp tests all did what I asked of them, so I too was a bit disappointed.
But it was T2V so a bit of leeway is to be expected by handmade lazy prompts.
https://files.catbox.moe/3v5rca.mp4
>>
File: marie_coomkit.webm (2.71 MB, 2048x1143)
2.71 MB
2.71 MB WEBM
New update for my multi-modal agentic local boner harness:

https://github.com/kangcurtis/CoomKit

Ships with vram parking for lmstudio, llama-server, kobold, etc. Also ships with skills to tool call and handle prompts for krea2, anima, ZiT, H3 video/music and workflows to gen in comfyui (or you can bring your own workflows).

Added:
-Tons of fixes for mobile SMS mode. Have your wife gen lewd pics for you on your main rig while you're vpn'd in. She can see what you send her too.
-Customizable main assistant seperate from cards, gen her image, voiceclone, etc all unique to you
>>
File: collagetest.png (1.64 MB, 1877x1364)
1.64 MB PNG
Here's a tip. You aren't limited to 9 pictures for ref2v because you can put collages in a single image slot. You're just limited by resolution and you need to gen high res or put it on max if you have a lot of pictures in the collage. It can pull multiple references of different things out of one image too.
>>
>>109638626
Thanks for rubbing that tip on me anon, I will use that
>>
>>109638620
bonus:
https://files.catbox.moe/asxjdk.mp4
>>
>>109638644
>404
:(
>>
File: debo_mc_k2_00030_.png (2.76 MB, 1466x1792)
2.76 MB PNG
>>109638626
I was thinking about this recently because another anon said he uses 3x3 grids as refs to guide extension renders. doesn't this risk polluting the reference context with the idea of a collage/grid, rather than provide it specific instances of references? how would the model understand that ref image 1 is actually multiple images?
>>
File: 1762853208124005.mp4 (1.54 MB, 736x1120)
1.54 MB
1.54 MB MP4
>>109637995
You can still do that on a 3070 because that's what I used to gen this
>>
>>109638443
I think this is what you're looking for, try it out with low res.

integrated_multimodal_description:
[Shot 1] Thriller, intense scene, POV camera still shot, strong camera wobble, we see a busty woman in pirate gear tied to a chair and a large Policeman standing to the left of her. The policeman puts his left hand on her head and grabs her hair violently pulling it to cause her to scream.
The camera pans quickly down with motion blur to show us the Perspective of view of someone sitting chained in a chair.

overall_soundscape: [Shot 1] chain rattles and heavy breathing from the male POV.

non_diegetic_music: N/A
>>
>>109638626
Collages are a good hack but they don't work nearly as well as cropped references.
>>
>>109638651
>>109638644
damn that was quick, try this one:
https://h.uguu.se/vNyfKESB.mp4
>>
>>109638620
based coomer
>>
>>109638652
You can't run h3 or you would have posted something by now.
>>
>>109638663
>damn that was quick
Wait, catbox guy is removing uploads?
>>
>>109638674
he's expressed countless times his service was being abused by ai spammers.
>>
cozy breas
>>
>>109638695
I think the worst part is, I try to help the catbox guy by using litterbox, but litterbox blocks me and the regular catbox doesn't
>>
>>109638654
i threw up in my mouth a little bit
>>
>>109638443
So here the final prompt, change it in a similar style to fit your fetish needs and a preview what I got with multiple gens at 0.2MP, actual usage at 1MP may vary.
https://files.catbox.moe/h3934k.mp4

integrated_multimodal_description:
[Shot 1] Thriller, intense scene, POV camera still shot, strong camera wobble, we see a busty woman in pirate gear tied to a chair and a large Policeman standing to the left of her. The policeman puts his left hand on her head and grabs her hair violently pulling it to cause her to scream.
The camera pans quickly down with motion blur to show us the Perspective of view of someone sitting chained in a chair struggling violently with his limbs to break free.
The camera pans quickly back up to the now crying woman and the chained guy yells out angry from offscreen <d>[English] Ahoi minoy, are you alright there matey?</d>.

overall_soundscape: [Shot 1] chain rattles and heavy breathing from the male POV.

non_diegetic_music: N/A
>>
>>109638464
>>109638456
if you dont update a rentry for a year it can be claimed. this is to prevent parking of rentry names

>>109638700
>litterbox blocks me and the regular catbox doesn't
thats funny i usually have the opposite on my vpn
>>
>>109638695
>ai spammers.
I really hope he didn't mean people iit because that's legitimately retarded and unbased.
>>
>>109638723
your problem is you're not using timestamps, go set up opencode and feed it the h3 prompt guide and get better prompts, H3 is not a manual prompting model

>>109638654
that's pretty great wow did you need a reference or did you just prompt for that
>>
>tell everyone to use catbox for videos and sharing metadata
>every jeet uses it for their 1girl bobs because they were shown to do it this way
lol
>>
hello saar where all the bobs at?
>>
>>109638763
>your problem is you're not using timestamps
>it follows the prompt perfectly
Listen my guy, I know that timestamps make prompts more accurate and increase adherence, but I'm not going to bother with them when I'm just trying to show someone what key words they have to use to trigger the scenes he wants. I'm hand proompting, ain't got time for that on example proompts
>>
>>109638763
>that's pretty great wow did you need a reference or did you just prompt for that
i2v using the first frame of the original post's video
>>
>>109638723
Appreciate the effort. The specifics I'm going for are kind of complex. I think describing a detailed scene to the prompt is making it try to render the whole scene rather than show it from the perspective of someone inside it, so I'll just have to keep tweaking.

>>109638763
My claude-based toaster actually struggles with the prompt guide, it tends to do things like create retention_analysis entries for things that don't come from references or turn things into Subjects that shouldn't be
>>
>>109638723
>>109638880
>same shit but in hd
https://files.catbox.moe/adzha0.mp4

The important part that you're probably doing wrong is when to use "POV" and "Perspective of view". That was the key trigger that made it super reliable for me
>>
>>109638768
there's literally no other nsfw platform that allows direct linking that exists. its actually insane.
>>
File: MiniMax_H3_00143_.mp4 (1.65 MB, 608x1056)
1.65 MB
1.65 MB MP4
>>
haven't touched wan since h3 released. h3 won, bigly even
>>
File: ComfyUI_00525_.jpg (3.35 MB, 4096x2276)
3.35 MB JPG
>>
>>109638999
Anime is too scared to do shit like this now.
>>
>>109639008
>anime about literal rapist revenge porn
>anime about lolicon who fapped to his own niece getting reincarnated and fantacizing about his child peers and loli teacher
Haha, yeah, they're too scared to make boob jiggle and mecha titty missiles
sure, buddy
>>
>>109639027
What about the one where the ghosts are female and the only way to exorcise them is to rape them (literally) from behind?
>>
>>109639027
Point me to boob jiggle and mecha titty missiles in a show released in the current year.
>>
>>109639051
nice reading comprehension, Akashbir
>>
>>109639051
sorry bud, no problematic gooner media for you!
>>
>>109638984
Deus vult, brother
>>
File: MiniMax_H3_00001_.webm (2.99 MB, 928x928)
2.99 MB
2.99 MB WEBM
>>
File: 1769133997661703.mp4 (2.18 MB, 1024x608)
2.18 MB
2.18 MB MP4
qwen is pretty good at prompting images and videos
>>
>>109639200
yeah but seeing the same prompt over and over gets kinda boring
>>
https://files.catbox.moe/e25peb.mp4

I can still use my reforge/illustrious anime model stuff (like nova anime, janku, or base noobai) as a template for minimax, never get rid of old models if they are good/useful!

simple prompt too.

<Picture 1> is the physical reference for Rei.

the first frame of the video at 0.00 is <Picture 1>.

Rei is lying on a bed with her hands behind her back. she quickly rolls sideways to the left to lie flat on her stomach with her ass fully visible, she lays her legs flat on the bed and taps the bed with her feet in alternating soft kicks.

non_diegetic_music: N/A

however, since minimax can do style transfer so well, it would be even more effective if I just added an eva anime screenshot and prompted this and said "use the style of <picture 2>".
>>
File: 785134519773452.mp4 (3.86 MB, 1152x640)
3.86 MB
3.86 MB MP4
>>
>>109639232
cute, the model does animations so well also.
>>
>>109639223
corr
Need to put my tongue in there
>>
>>109639232
Stop posting seedance shit
>>
>>109639270
minimax can 100% do that
>>
>>109639232
so much lamer than the earlier one
>>
File: MiniMax_H3_00157_.mp4 (2.38 MB, 1056x608)
2.38 MB
2.38 MB MP4
>>
File: 1757520423807919.png (434 KB, 669x502)
434 KB PNG
https://files.catbox.moe/lyr7kb.mp4

see, using a style reference also works very well.

<Picture 1> is the physical reference for Rei.

the video is redrawn in the anime style of <Picture 2>.

Rei is lying on a bed wearing a black bikini and is completely silent. she quickly rolls sideways to lie flat on her stomach with her ass fully visible, she lays her legs flat on the bed and taps the bed with her feet in alternating soft kicks.

non_diegetic_music: N/A

pic is my style reference. image 1 is just a picture of rei.
>>
>>109639302
I already know who you are so I didn't bother watching
>>
>>109639304
life is too short to spend it annoyed over nothing anon.
>>
File: 148565784603.mp4 (3.52 MB, 960x544)
3.52 MB
3.52 MB MP4
>>109639248
>>109639270
>>109639274
>>109639298
Yeah, this one is h3, earlier one was seedance 2.5
>>
What is the most impressive gen you've seen created with H3?
>>
>>109638034
>starts working again because i reinstalled every possible pytorch package with --pre
i hate this fucking garbage
>>
rapi thighs, same rei gen prompt.

https://files.catbox.moe/ucboef.mp4
>>
>>109639324
nice, is that with just the other image as the last frame, no first frame. Or using ref2vid
>>
>>109639358
not him but if you want to do i2v in ref2v, just say "the first frame of the video at 0.00 is <picture 2>" or whatever. so you get the first frame but can do all the ref2v stuff.
>>
>>109639232
nice effort
>>
>>109639364
i've found that doesn't work, it refuses to use the first frame exactly
>>
I feel kinda bad for ltx, H3 is so much better but it's got a cucked licence and might never get a new version
>>
>>109639385
all ltx has to do is to get better
I'm not married to a model, just be better and I'll jump to it
>>
>>109639375
it can be picky but in general it works, the rei prompt earlier was 1:1 with my illustrious source gen
>>
>>109639388
it's just so far behind and no one gives a shit about them, I hope they manage it and keep doing it all open source but I think they might just lose funding and die
>>
File: raptor.mp4 (3.91 MB, 1216x672)
3.91 MB
3.91 MB MP4
>>
>>109639393
ltx 2.5 is quite fast thanks to their huge spatial compression, so who knows, they are not completely destroyed yet, and they seem to at least still want and do open releases
their issue is probably the lack of training on copyrighted data and nsfw (sexy at least)
>>
>>109639404
>huge spatial compression
Half the size of h3 so that's why it feels so fast for people.

>nsfw (sexy at least)
Can be finetuned, so at least it's not completely hopeless.

>lack of training on copyrighted data
Yeah this is where they're fucked.
>>
>>109639419
censorship is the bane of AI, thats why SD3 was shit
>we wont train on anatomy
>oops, bodies suck
>>
File: 33939158837523.mp4 (3.69 MB, 960x544)
3.69 MB
3.69 MB MP4
>>109639358
It was using ref2va
>>
we went from promises of wan 2.5 which never happened to a great model that also has fully functional audio. with minimax, krea 2, and klein edit 9b, you can do basically whatever. Also illustrious is still good for anime stuff or base images you can edit/animate.
>>
>>109639460
On top of that, we will get two new good image gen models to play with soon (the minimax one and Swift image 6b), both are Edit models too.
The minimax one allegedly shares the same pretraining base as H3, which is hype as fuck
>>
>>109639419
Fine tuning these models is a huge amount of money and time. The days of SD are long behind us. Chroma had a single fine tune with Spark, and that took a guy almost a year. All that for a model based on fucking schnell.
>>
meanwhile on 4chan:

https://files.catbox.moe/a323dd.mp4
>>
>Flux3 DOA, no one cares it came out.

Good. Fuck those germancucks.
>>
>>109639460
I want to use klein for keyframe generation but it fucks with the image too much.
>>
>>109639501
It sucks compared to h3 and wan3 with a worse license. On the api side seedance 2.5 has no actual competition. They bungled it.
>>
>>109639501
it's probably so safe it generates only nature footage
>>
ref2v's greatest strength is you can teach it concepts. whats a jojo stand? use an llm to use your references to get it to work. then just add sounds after.

https://files.catbox.moe/sppifx.mp4
>>
>>109639554
catbox is dead for now
>>
>>109639554
>>
>>109639554
>>109639595
try this

https://streamable.com/5qh7ss
>>
>>109639619
prompt (asked google to use my picture 1 reference to do a jojo style stand that punches a guy):

https://pastebin.com/NgPL0v2L
>>
>>109639495
based
>>
>>109639501
wait, flux 3 is downloadable now?
>>
i bought a 5090 so i can generate lewd anime girls properly
>>
Is qwen still the best at "gyarufying" anime girls?
>>
nicer Kon typing output:

https://litter.catbox.moe/qgkxrtjctugsxbui.mp4
>>
prompt adherence at 40 steps seems better than at 20.
or maybe I'm just coping.
>>
no info about the krea3 event yesterday? Oo
>>
>>109639619
>fent
nevermind have a good day
>>
>>109639674
not coping. more steps give more chances for the model to go in the right direction.
>>
>>109639674
I don't see how's that possible
>>
>>109639721
>>109639723
Well, now I don't know what to think.
>>
>>109639671
lmao minimax ref is the best, revised it with a reference image.
>Suddenly the camera cuts to a closeup of the CRT monitor screen which is a website like <Picture 2>

https://litter.catbox.moe/rdc3xvk73qcg0kc9.mp4
>>
>>109639648
more or less why I got my 5090 last year. money well spent.
>>
>>109639737
*gonna bump the res I want a crisp version of this one.
>>
File: 1786859166559753.png (632 KB, 960x544)
632 KB PNG
>>109639737
>>
>>109639736
No he's right, I was dumb
>>
remember when anon made a sexy jam and literally no one entered
>>
>>
>>109639765
you mean wanschizo?
>>
>>109639765
I wanted to participate, next time if there is one some day
>>
>>109639765
honeypot, no thanks
>>
>>109639736
Diffusion models self-correct with more steps.
>>
>>109639765
>Helping other men cum with your waifu.

Faggot, cuck.
>>
>>109639746
https://litter.catbox.moe/1eizgodbnjmslya3.mp4

not bad.
>>
>>109639674
shhh. let the retards keep using 4-8 steps and posting trash. it just makes me look better
>>
>submitting your sexy gens using your google account
of course no one participated
>>
yeah, theme wasn't very good imo and the method of entry wasn't very anonymous. also not enough time for submissions.
>>
>>109639838
also run by one of the most annoying anons ever to come here. I wonder if he still spams /a/
>>
>>109639845
Use code blocks with ascii instead
>>
fail
>>
>>109639838
i think most anons are just too concentrated on doing their own personal gens than to satisfy some requirement for /ldg/.
>>
File: 1787602170324606.mp4 (614 KB, 640x640)
614 KB
614 KB MP4
>>
https://litter.catbox.moe/tifm9ak73ksawj5b.mp4

cool, minimax can replicate DOOM (accurately).

[Subject Definition]
<Picture 1> is the character reference for Kon.

[Scene Description]
A 2D anime animation featuring Kon. Kon is sitting in a bedroom in Tokyo at night at a desk with a computer and a white CRT monitor, with one hand on her keyboard and one hand on her white computer mouse. Hard cut directly into a full-screen view of the monitor. The camera is now completely locked onto the display. The screen fills the entire frame. The screen displays retro 1993 PC video game gameplay of DOOM. A first-person view of a player running down a pixelated pixel-art sci-fi corridor, holding a classic gray pixelated shotgun in the center-bottom of the frame, shooting at pixelated monsters that look like <Picture 2>.

non_diegetic_music: N/A
>>
File: 1760062923644267.gif (168 KB, 112x112)
168 KB GIF
>>>/gif/31083934
anyone know a ComfyUI workflow for this?
>>
>>109639914
please find a different subject lol. tired of seeing floyd.
>>
>>109639914
>floyd again
>b-but he's my test subject
mental illness
>>
do you know what’s even better than gen as a neet?
gen as a neet who’s fully provided for and paid, with medical weed that costs $2.50 per gram.
I love my country
gn8 fags
>>
>>109639923
understandable but he is my test bitch, I also get to make social media people mad with my vids.
>>
>>109639918
yeah, the default one.
>>
>>109639932
trust fund? i doubt government assistance gives enough to live comfortably. you also cant really buy anything expensive.
>>
>>109639932
that's nice for you. i work a full time job so i can afford the hardware to gen when i'm not working, so gfy.
>>
>>109639932
you sound like a real loser.
>>
>>109639932
>>109639964
consider a full time job that's easy enough that you can simply gen while also working
>>
>>109639948
yeah, sadly just a 3090 Ti, a 4K monitor (so I can see my goon slop better) and a total of 40 TB of SSD storage. I live in my own house in one of the most expensive tourist spots in my country.
There’s always room for improvement, but I’d have to work for that. I could, if I wanted to. And i dont want - for the last 8 years. kek
gn8
>>
Since h3 My gpus are busy 24//7 I really wish I got an rtx pro 6000 when they were like 7k last fall.

I've got a 390M laptop and a strix halo mini pc with 128 gigs ram, is it even worth it to try and get ComfyUI with h3 working on either of those? Wish rocm wasn't garbage.
>>
>>109639937
I doubt it fren
>>
>>109639984


yes, it can. its literally just a nude ref2va. its probably the most basic gen you can make, and the one you posted isn't even good. you can literally see her vagina vibrate constantly and change sizes.

noob shit
fuck off
>>
>>109639966
seething wagie
>>
>>109639927
>anon provides peak 80s comedy starring fent floyd
>this nigga mad
>>
>>109639997
You have money and free time, and you chose to spend it on smoking weed and gooning to AI?
>>
>>109639993
You can't expect a kpop stan to have braincells.
>>
>>109640015
what's more to life?
>>
>>109640015
nta, but i were retired and/or had enough money to live off passive income, i'd do the same thing, minus the weed.
>>
File: MiniMax-H3-00075.gif (1.76 MB, 292x219)
1.76 MB GIF
>>109640023
>>109639993
>>
>>109640031
don't cry anon. we literally gave you the answer. Now you just gotta put in the work.
>>
>>109640038
I'm crying because I don't have enough vram to process a video
>>
>>
File: Screenshot_142.jpg (67 KB, 644x644)
67 KB JPG
>>109640015
>>
>have to jump through hoops to try and get H3 working on my 7900XTX
>could throw it on my 4 V100s but it'd be gigaslow
sigh
>>
>>109640043
You only need 8GB ?
>>
>>109640062
I have 6
>>
Is it safe to pull?
>>
File: robo.jpg (252 KB, 533x749)
252 KB JPG
>>109640015
ye

https://litter.catbox.moe/r9v3byp7epp666rh.mp4
>>
>>109640054
inb4 you're using some shit ass workflow instead of the generic one comfyui provides.
>>
>>109640078
kek this nigga used his own hand as reference
>>
why were anons complaining about video extensions not being reliable? it works for me
>>
>>109640087
Are you extending on a cut?
I don't believe you that you're not getting color shifts when you're extending not on a cut.
>>
>>109640078
I still think you should probably make better use of your time during the day (assuming you aren't), but that's a cool gen.
>>
>>109640087
I get slight variations, the camera even changes angle sometimes, enough that I can't crossfade. I've tried several other blend methods with mixed results. I get like a 25% success rate, it's just not worth the time.

This is without cope nodes or loras.
>>
File: 1765211422034393.gif (511 KB, 840x488)
511 KB GIF
>>109639993
it worked
holy shit
>>
https://litter.catbox.moe/vxijs7sdmryqepvr.mp4

anime doom:

[Subject Definition]
<Picture 1> is the character reference for Kon.

[Scene Description]
A 2D anime animation featuring Kon. Kon is sitting in a bedroom in Tokyo at night at a desk with a computer and a white CRT monitor, with one hand on her keyboard and one hand on her white computer mouse. camera hard cuts to a first person view of the retro 1993 PC video game gameplay of DOOM, on the CRT monitor. The player is running down a pixelated pixel-art sci-fi corridor, holding a classic gray pixelated shotgun in the center-bottom of the frame, shooting the shotgun at pixelated anime characters like Kon.

non_diegetic_music: N/A
>>
>>109640110
post it.
>>
>>109640097
the colors only get slightly more saturated after like 6 extensions. i wonder if i can remedy that by prompting for the video to desaturate over time
>>
>>109639765
/ldg/ has been making collages for ages and the only people who get in are discord troons and discord troon approved posters. no one thinks an /ldg/ "community" event would play out any different
>>
>>109640120
use this on all your gens with the same reference image when extending. put it after vae decode.
>>
>>109639918
>>109640110
keep in mind this is the one thing that is super illegal and could ruin your life, where you could just gen a non existent girl or anime girl instead
>>
>>109640126
i don't use reference images so i don't think it would work. a better method would be to automatically color match one of the frames in the starting video
>>
>>109640117
Don't fuckin post it.
>>
>>109640138
Yeah that works too. the only thing that matters is you use the same reference.
>>
>>109640135
Did you miss the part where anon literally linked to a thread where it was all they did?
>>
>>109640086
frigk how do i delete a catbox?
>>
>>109640142
i wonder why color shifting still happens either way. no reason for it to happen unless prompted for
>>
>>109640117
I reckon if I run it for more steps (I did 4) it'd look even better
https://files.catbox.moe/avgf8z.mp4
>>
>>109640158
>no reason for it to happen
I think the real miracle is that the model can even do it in the first place.
>>
>>109640078
already sent to the authorities
>>
>>109640166
looks good for a first gen anon. proud of you.
>>
>>109640171
my lil anon growin into a certified pervert so quickly
>>
>>109640167
i'm not really surprised. the extension method is the same one that ltx used
>>
>>109640179
ltx also had the same exact issue.
>>
>>109640184
i wonder if ltx 3.0 will fix it since they want to go with real time generation which is basically continuous extensions. color shifting would ruin it
>>
>>109639853
>also run by one of the most annoying anons ever to come here
This, fuck that niggsr he's no better than the schizos he seethes about, he literally was so much of a blind hating retard he didn't release he turned into a thread schizo lolcow himself
>>
File: 1773034865745264.png (6 KB, 323x64)
6 KB PNG
>ref2va
>1.4mp @ 3sec
>70% vram, 91% ram
what's the trick to make comfy and h3 use up gpu memory before filling up my ram?
>>
>>109640195
>narrator: they won't
>>
What's the best set-up for going from NovelAI to local? I want access to loras for character consistency mostly, but getting a set-up I'm happy with after the convenience of NovelAi is hard. I'm currently running Wai Illustrious. I have a 5090.
>>
>>109640202
it has to offload entire layers I think
>>
>>109639820
>open page in anon tab
>no sign in
why are you being so dense?
>>
>>109640220
i do a lot of 2d anime style gens
anima and krea2 are what you're after, but it really depends on what you want. anima has WAY better booru tagging and sex composition (especially niche) but krea2 is just the better model overall (if you're not after hardcore gooning stuff)
>character consistency
training a lora on anima 2 is fairly fast and provides way, way, way better consistency than novelai's reference default. like the character is clearly the character 100% of the time. that said, you have to get a lora training set somehow, and your best option there is ironically novelai's reference (it's not nearly as good but it can make the base data set) (alternatively, generating a krea2 nude/clothed wide resolution reference sheet and having h3 spin it all around and grabbing stills could genuinely do great for a base character set, though I haven't tested it myself yet)
i looked into this for game dev stuff where it's not clearly ai slop so consistency was my #1 factor, still messing with stuff but for sure: loras are the way
>>
File: 40b.png (319 KB, 680x677)
319 KB PNG
>>109640279
>why are you being so dense?
>>
File: ComfyUI_temp_bzkmi_00004_.png (3.24 MB, 1280x1840)
3.24 MB PNG
>>
sucks 2 be cia these days huh... not all it was cracked up to be
>>
>>109640279
You can ignore he's trolling
>>
>every minimax H3 lora fucks up the audio to some degree
Nice
Hope somebody figures this out already. The current issue is that Audio/video processed at the same time. Imagine if you could separate them; it'd increase gen time. Dunno how much is acceptable
>>
File: ComfyUI_temp_bzkmi_00006_.png (3.46 MB, 1280x1840)
3.46 MB PNG
>>
>>109639299
Dude! Thats excellent and if a bit low poly could totally have been an animation seen in Heroquest: The Computer Game built in the same engine as Space Hulk: Vengeance of the Blood Angels :D
>>
>>109640315
you can generate the video and then regenerate the audio without the loras
>>
>>109640315
it has to be at the same time. That's how the model works
>>
>>109640318
Tits too big for what otherwise looks like 13-15 year old proportions
>>
>>109640332
make 2 samplers?
how long would it take
>>
>>109640343
twice as long
>>
File: 1780371691172478.gif (422 KB, 603x602)
422 KB GIF
>>109640315
audio really is a ballache. You can get a perfect video but the audio is shit or they don't do the right accent or something. mo features mo problems
>>
>>109640343
12 if not more buddy lol
>>
>>109640343
no you use the entire video as input to get an audio file. twice as long
>>
>>109640348
It's why multimodal models give me the ick but I don't know any other way to sync audio and video if they can't work together
>>
>>109640340
nah just separate them, dunno why the devs didn't think of this. if you separate them it adds flexibility and quality. just do it! hire me i should be making 500k
>>
File: ComfyUI_temp_bzkmi_00010_.png (2.84 MB, 1280x1840)
2.84 MB PNG
>>109640341
porn has distorted your mind
>>
>>109640356
It's one model anon not a checkpoint
>>
https://litter.catbox.moe/3klr485vmczfw9u2.mp4

kek it knows mariokart even.

the camera hard cuts to a first person view of the retro Super Nintendo game Super Mario Kart, on the CRT monitor. The player is driving a gokart around a racing track with grass outside the track, and is shooting items at the other gokarts on the track.
>>
File: de_bo_bp_0103.jpg (489 KB, 1824x1248)
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>>109640315
theres an audio upscaler but idk if it works
>>
https://huggingface.co/spyrostheboss/hannahowo-krea2-lora
https://huggingface.co/spyrostheboss/Leah_Halton_Krea_2_LoRA
>>
>>109640360
retard
>>
>>109640375
literal whos
>https://huggingface.co/spyrostheboss/Alysa_Liu_Krea_2_LoRA
based
>>
>>109640381
?
>>
File: ComfyUI_temp_bzkmi_00013_.png (2.74 MB, 1280x1840)
2.74 MB PNG
>>109640375
zoomer taste slop
>>
i'm losing my damn mind here
defined audio 1 as the reference voice-timbre for subject 1, audio 2 as the reference voice-timbre for subject 2
both in the summar without speaker tags as the documentation says
referenced it as the vocal timbre for subjects
I've even put it in detailed description but it just won't do it, it just blends them together and gives it to both
what am I missing?
>>
>>109640385
you either missed the blatant sarcasm or are using mumbo jumbo that means nothing and/or you don't understand the terminology. a model IS a checkpoint, the model is just the checkpoint that the devs shipped. no clue which flavor of retard you are, but you are one
it's okay, im a retard sometimes too, don't get butthurt about it
>>
File: ComfyUI_temp_bzkmi_00015_.png (3.15 MB, 1280x1840)
3.15 MB PNG
>>
>>109640386
imagine how fucking annoying these two idiots would be all high as fuck.. jesus christ kill me
>>
I stack two LoRAs, and now my characters speak chipmunk-ese
I guess I just make them Japanese then. Nobody will notice
>>
>>109640357
>porn has distorted your mind
I don't watch porn, I watch 13-15 year olds, and there's no real porn of that that's actually good
It's possible for you to prompt for a confusing perspective, I've posted H3 videos where I prompted for a 12 year old but since it was low angle from behind she looked adult
>>
File: 1766383703500585.png (1.44 MB, 1024x1024)
1.44 MB PNG
>>109640400
>>109640386
>>109640357
>>109640318
>>109640301
>>
File: ComfyUI_temp_bzkmi_00018_.png (3.49 MB, 1280x1840)
3.49 MB PNG
>>109640427
lol
>>
File: 1762431249581813.png (771 KB, 800x600)
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>>109639914
Based, this is what I upgraded for, can't wait to gen animated Doomslop locally
>>
File: ComfyUI_temp_bzkmi_00019_.png (3.58 MB, 1280x1840)
3.58 MB PNG
>>
so is vidgen over? we're going back to imgen?
>>
>>109640448
>>109640448
>>
>>109640446
video gen is a waste of time
>>
>>109640394
a checkpoint is a bundled model you dumbass. SD and sdxl had the encoder and vae bundled in with the diffusion model. diffusion model != checkpoint
>>
>>109640446
>so is vidgen over? we're going back to imgen
H3 is just slightly too heavy to cope with for 16gb of vram. Like you can do it but you can never get into it once the honeymoon phase goes away. And 16gb of vram is where you need to be excellent. Turbo loras are cope, 20 steps is cope, less compute than a 5090 is cope.
>>
>>109640449
jesus christ stop baking early you schizo lolcow
>>
>>109640465
>waaaah i cant post my spaghettis
>>
>>109640482
?
>>
>>109640482
You really are buck broken over that huh?
>>
>>109640497
an entire generation became traumatized by noodles
>>
>>109640449
add more stuff to the collage when you bake fren
>>
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>>109640289
I was very impressed by anima when I was playing around with it, but I couldn't get good controlnets. I want to make a visual novel/WEGslop. I've got a couple style loras trained for illustrious, I'm not sure how necessary controlnets are for what I want, but I had a feeling I'd need them at some point.
>>
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https://litter.catbox.moe/7rc13amvoqzw12fo.mp4

neat, with the reference model you can "teach" it what a game UI for a specific game is, so in this case super mario world.

[Subject Definition]
<Picture 1> is the character reference for Kon.

[Scene Description]
first person view of the retro Super Nintendo game Super Mario World, on a CRT monitor. The background of the game is <Picture 2> and the HUD for the game looks exactly like <Picture 2>. The character in the videogame is running to the right, and is jumping and collecting coins in the level. Kon is sitting on a couch in front of the CRT monitor playing the videogame.

non_diegetic_music: N/A
>>
File: 1776486508858835.png (198 KB, 402x360)
198 KB PNG
the minimax image model is never coming out...
>>
>>109640551
>non_diegetic_music: N/A
what does it do?
>>
>>109640566
prevents overlaid music from being generated
>>
File: 1780042857209692.png (367 KB, 802x606)
367 KB PNG
>>109640566
>what does it do?
it's like when redditors write green texts and start with >be me. it does nothing but everyone thinks it has to be included
>>
>>109640583
retard
>>
>>109640590
lol i tricked you into replying. i bet you feel stupid now huh? maybe a little foolish?
>>
>>109640596
i had a feeling, but still you got me anon good job
>>
>>109640551
I wonder how AI generates the level.

https://litter.catbox.moe/lmr527zn65lq515e.mp4
>>
testing
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>>109640460
you are just wrong. the hordes of retards using these terms in 100 different ways each doesn't make you right
what do you think checkpoint (CHECK. POINT.) means? it's a checkpoint for the model training
>>
>>109640596
i do
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>>109639932
i'll take a job that allows me to buy a 5090 for genning and anime girl figs
>>
>>109640551
Maybe the model already understood nintendo & Mario games
This doesn't prove much. Try some unpopular games
>>
cuckgpt is so shit at coding
even free grok is better
>>
>>109640663
How so
>>
>>109640665
I vibe code and tell them to check each others
>>
>>109640674
gpt paid is better than grok by 10x
if you have gpt paid, you're just retarded
grok is unusable
>>
>>109640692
I normally tell paidgpt to code and Claude to check, actually.
But
>free claude
www.youtube.com/watch?v=kXJo4PoMQRM
>>
>>109640706
every single time ive ever used grok it's been completely incoherent
what is your use case?
>>
>>109640729
I only use it to review and feed back to other LLM to see if it would make a better path
don't tell grok to create from zero
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>>109640742
>I use the dumb model to review smarter models and trust the hallucination
oh you're one of those ai guys
>>
so what is the best txt2img amateur girls porn model? you know, like lustify, bigasp but modern?



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