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Discussion and Development of Local Image and Video Models

Previous: >>108553789

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/tdrussell/diffusion-pipe

>Z
https://huggingface.co/Tongyi-MAI/Z-Image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo

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

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

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

>LTX-2
https://huggingface.co/Lightricks/LTX-2

>Wan
https://github.com/Wan-Video/Wan2.2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Illustrious
https://rentry.org/comfyui_guide_1girl

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/ldgcollage

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

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
>>
Blessed thread of frenship
>>
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>>
Why did he delete and remake the general.
>>
>>108558450
schizo baker. please understand he wants to keep the quality of threads as low as possible
>>
>>108558450
anifart (>>108558470) has used his proxies to nuke the previous thread
>>
anima is great
>>
>mfw Resource news

04/08/2026

>OrthoFuse: Training-free Riemannian Fusion of Orthogonal Style-Concept Adapters for Diffusion Models
https://github.com/ControlGenAI/OrthoFuse

>MIRAGE: Benchmarking and Aligning Multi-Instance Image Editing
https://github.com/ZiqianLiu666/MIRAGE

>Few-Shot Semantic Segmentation Meets SAM3
https://github.com/WongKinYiu/FSS-SAM3

>PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer
https://github.com/davidpicard/pom

>RS Nodes for ComfyUI: Cmprehensive custom node pack focused on LTXV audio-video generation, LoRA training and post-processing
https://github.com/richservo/rs-nodes

>FLUX.2 Small Decoder: Distilled VAE decoder for faster decoding and lower VRAM usage
https://huggingface.co/black-forest-labs/FLUX.2-small-decoder

>Nvidia snaps up AI chip packaging capacity as TSMC expands in U.S.
https://www.cnbc.com/2026/04/08/tsmc-nvidia-advanced-packaging-intel.html

04/07/2026

>Anima preview3 released
https://huggingface.co/circlestone-labs/Anima#preview3

>FrameFusion Image Interpolation: Compact image interpolation model for generating in-between frames
https://github.com/BurguerJohn/FrameFusion-Model

>An Inside Look at OpenAI and Anthropic’s Finances Ahead of Their IPOs
https://www.wsj.com/tech/ai/openai-anthropic-ipo-finances-04b3cfb9

>PrismML debuts energy-sipping 1-bit LLM in bid to free AI from the cloud
https://www.theregister.com/2026/04/04/prismml_1bit_llm

>ComfyUI Hires Fix Ultra - All in One
https://github.com/ThetaCursed/ComfyUI-HiresFix-Ultra-AllInOne

>ATSS: Detecting AI-Generated Videos via Anomalous Temporal Self-Similarity
https://github.com/hwang-cs-ime/ATSS

>1.x-Distill: Breaking the Diversity, Quality, and Efficiency Barrier in Distribution Matching Distillation
https://thu-accdiff.github.io/1.x-distill-page

>Your Pre-trained Diffusion Model Secretly Knows Restoration
https://sudraj2002.github.io/yptpage
>>
>mfw Research news

04/08/2026

>OmniCamera: A Unified Framework for Multi-task Video Generation with Arbitrary Camera Control
https://arxiv.org/abs/2604.06010

>Graph-PiT: Enhancing Structural Coherence in Part-Based Image Synthesis via Graph Priors
https://arxiv.org/abs/2604.06074

>Selective Aggregation of Attention Maps Improves Diffusion-Based Visual Interpretation
https://arxiv.org/abs/2604.05906

>Cross-Resolution Diffusion Models via Network Pruning
https://arxiv.org/abs/2604.05524

>Is CLIP Cross-Eyed? Revealing and Mitigating Center Bias in the CLIP Family
https://arxiv.org/abs/2604.05971

>Evaluation of Randomization through Style Transfer for Enhanced Domain Generalization
https://arxiv.org/abs/2604.05616

>ID-Selection: Importance-Diversity Based Visual Token Selection for Efficient LVLM Inference
https://arxiv.org/abs/2604.05601

>Improving Controllable Generation: Faster Training and Better Performance via $x_0$-Supervision
https://arxiv.org/abs/2604.05761

>Reading Between the Pixels: An Inscriptive Jailbreak Attack on Text-to-Image Models
https://arxiv.org/abs/2604.05853

>3DTurboQuant: Training-Free Near-Optimal Quantization for 3D Reconstruction Models
https://arxiv.org/abs/2604.05366

>Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models
https://arxiv.org/abs/2604.05497

>Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
https://arxiv.org/abs/2604.05445

>On the Robustness of Diffusion-Based Image Compression to Bit-Flip Errors
https://arxiv.org/abs/2604.05743

>HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models
https://arxiv.org/abs/2604.06165

>Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
https://arxiv.org/abs/2604.05546

>Beyond Semantics: Disentangling Information Scope in Sparse Autoencoders for CLIP
https://arxiv.org/abs/2604.05724
>>
Sorry, maybe I am a bit retarded, but can someone explain to me what /ldg/, a general that never cared about aesthetics, did to get a dev that is probably the second best thing to happen to anime since SDXL lurking here?
>>
Let the crying commence.
>>
>>108558512
it's just one schizo hating on Anima because he didn't manage to get the Comfy fund, don't mind him
>>
It bothers me that tdrusell ignores other anime generals using his model, yet he gives attention to this place where people just use Anima on a basic level.
>>
>>108558524
v3 must be GOAT if he's still seething like this
>>
>>108558534
anima is just a basic bitch model. nobody else uses it for anything good or interesting
>>
mugen status?
>>
dicks come out even worse in preview3...
>>
>>108557890
>a brown person having a meltdown over a new model.
something like him? >>108558556
yeah, makes sense
>>
>>108558565
Show me the penises
>>
>>108558566
the biggest anima supporter (schizo baker) is half african... you are on the wrong side
>>
>>108558611
Is that why the OP seems biased towards anima gens.
>>
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https://xcancel.com/mark_k/status/2040877193933283364
it's insane at text holy fuck
>>
>already cloudcuck fudding
>>
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>>108558644
so is notepad
>>
>>108558678
is this zit slopped with klein outputs or klein slopped with zit outputs?
>>
>>108558679
you don't do this image with notepad
>>
>>108558634
They are just kissing up to tdrusell so he keeps lurking here and to make him think his model is actually relevant.
But I will say it again, /ldg/ does not deserve to have tdrusell lurking here when there are so many anime generals using his model and comparing different artist tags, p2 vs p3, etc.
I still do not understand why he lurks only here.
>>
>>108558678
>Z-image-Klein
kek
>>
How can I increase the inputs for this node?
>>
>>108558720
if you connect the last empty one a new one shoul pop out under it
>>
>>108558565
I also saw someone complaining of not getting good dicks on anima and idk, maybe im going blind but they seem ok to me
https://files.catbox.moe/jtqua1.png
https://files.catbox.moe/gab3uk.png
https://files.catbox.moe/qtk3dp.png
>>
>>108558720
you don't, duplicate it and feed the output to the new one
>>
>>108558710
Will you continue to cry throughout the entire thread again
>>
>>108558710
>I still do not understand [...]
yeah we noticed that you live in your own schizo reality
>>
>>108558710
why do you give a fuck who lurks here?
and how do you know he isn't lurking the other generals?
>>
>>108558720
Use a chatbot to add it via code
>>
i'm pretty sure it isn't ani, it's those sharty retards trying to make every ai general on this site unusable
>>
>anima is so good the author should be posting in other threads
>anima is so shit this general is just sucking up to the author
???
>>
>>108558731
I've had that happen on other types of nodes, but I can't find one that does it for text concat.

>>108558734
Yeah feeding a list into another list works, but it's so messy.

>>108558758
I'll try with claude later.
>>
What's the next move, Big Russ?
>>
I'm goin to disney land
>>
>>108558779
welcome to the internet
>>
>>108558802
>but it's so messy.
You could combine them into a subgraph.
>>
>>108558854
It's meant to be modular, so I cant.
>>
>>108558862
Oh it actually worked, had to manually hook the input/output inside the subgraph. can even rename the inputs which is exactly what I needed too. Neat.
>>
>>108558761
Nah, my message is very clear, I am not Ani.
I am convinced that any 4chan anime diffusion general can contribute much more if tdrusell lurks there instead of lurking here. /ldg/ does not care about aesthetics, /ldg/ is more about realism, nodes, and NSFW.
>>
>>108558738
it seems he is going to
>>
>>108558922
proof that big russ doesn't lurk other generals?
>>
>>108558922
proof that ldg is more about realism?
>>
Anima P3 is looking good already
>>
Catjack stop pretending that you care about aesthetics, please.
>>
>nooooo stop posting in /ldg/
N*gbo-esque
>>
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Preview3 is pretty good at stylized fonts.
>>
>>108558966
Just my opinion, no namefags or ulterior motives. I never said Chroma dev or gens belong in some NSFW realism thread. My point is about anime, Anima, and where its dev should focus. I stay out of what I don't know. And this will be my last message today.
>>
doubt
>>
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Feels like preview3 is doing much more realistic stuff.
>>
>>108559096
Anons should do more dynamic gens like this imo. 1girl standing is so boring already
>>
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>>108559097
yeah noticed same, small difference but it's there
>>
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>>
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>>108559127
action scenes have always been my holy grail but models don't really tend to 'get' it. z-image has some hit-or-miss success, but is still pretty biased towards static, centered shots
>>
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>>108559215
even this series is mostly "action about to happen" rather than "action happening
>>
>>108559215
Still, pretty good. It's hard to get good dynamic shots out of the most models but you seem to be able to get the most out of them. Do you have any sword fighting gens btw?
>>
>
>>
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>>108559257
no but thats a fun idea. I can tie together the kung fu prompt with this wuxia stuff I'd been doing and maybe get some cool sword-fighting stuff. might try that later
>>
pretty pathetic desu
>>
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>>108559292
Nice, hope to see what you'll be able to cook
>>
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>>
>>108559096
>>108559253
>>108559292
stop talking to yourself schizo and go back to your /sdg/ containment board
>>
>>108559355
give it a rest
>>
>>
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>>
>>
>>
>>108559355
Pathetic. Stop policing those threads, they are not your property.
>>
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>>
>nigbo
>>
>>108559382
>>108559409
get the fuck out you're not welcome here
https://rentry.org/debo
>>
>>
>>108559424
on behalf of ldg i declare all are welcome here.
>>
>>108559447
the blessing excludes nigbo and julien tho
>>
>>108559447
avatarfaggots like him are welcome nowhere, it's against the rules, he's lucky /sdg/ is not enforcing that, and that's the reason why this general died in the first place, you give the avatarfags an inch, they'll take the arm and will make it all about themselves, that won't be repeated on /ldg/
>>
>>108559409
Meant for
>>108558512
>>108558534
>>108558710
>>108558922
>>108559046
>>
>>108559471
as something of an ldg authority i declare debo ldg-fren
>>
>>108559424
let it go ran. this is a blessed thread, and your personal grudges do nothing but cause trouble for everyone else. those links should be gone for good
>>
>>108559494
shut the fuck up anifart
https://rentry.org/animanon
>>
Lads,

Any new trolling or is it the same as it's always been
>>
File: o_00010_.png (1.49 MB, 1152x896)
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ldg is for everyfren
>>
>>108559493
Debo really acts like a fren, very chill and talkative, the gens are nice and cozy
I don't get why he causes so much seethe in that guy
>>
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>>108559494
>your personal grudges
don't pretend you like debo, you hate him, it's been documented
>>
no really tho how does one general cause so much seethe ive never seen anon so upset over a thread before
>>
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>>
>>108559521
>why shouldn't we let avatarfags break the avatarfagging rules?
because /sdg/ died because of that, duh, that rule exists for a reason, this isn't discord faggot, if you want to have an avatar, go back where you belong
>>
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>>108559513
based
and fun gen
>>
>>108559527
>how does one general cause so much seethe
Because this thread is based and blessed
>>
>>108559543
do you know what "avatarfag" means?
>>
>>108559550
why are you here though? /sdg/ is too boring for your taste nowdays? I guess it was a bad idea to kill this general just so that you can do some discord avatarfagging sessions or something
>>
>>108559527
IDGI either. Anon spends all day crying in here instead of closing the tab.
>>
>>108559561
I know what a "Signature use" means
>>
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slipped on a banana
>>
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I got banned for sharing my opinion
>>
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>>
>>108559576
This is not your personal thread. You don't get to tell others where they should post. With all due respect (not really), fuck off already.
>>
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>>
>>108559681
>nooo let me break the 4chan rules
nuh uh, get lost motherfucker
>>
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nuh uh
>>
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dorohedoro got a netflix adaption?
>>
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gobin
>>
>>108558497
when you post anime waifus, understand that i am using ai to convert them into photos of 3d women.
>>
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>>108560020
s2 airin rn
>>
>>108559159
proompt?
>>
>>108560295
Model?
>>
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>>108558395
The Anima character lora turned out a lot better than i expected, especially at only 500 steps :D

https://files.catbox.moe/4c1j9b.png
https://files.catbox.moe/etbd6t.png
>>
>>108560225
when you post horrific hags, understand that i am using ai to convert them into drawings of 2d women.
>>
>>108560750
>i am using ai to convert them into drawings of 2d women.
Can you do that to my MILF gen here?

>>108560722
>>
>>108560764
she is already 2d
>>
>>108560750
jokes on you, i don't post gens.
>>
>>108560773
you are the joke rasheed
>>
>>108560722
is her hand supposed to be on backwards
>>
anima is bad at hands and feet
>>
>>108560780
>nooooo you are an indian
well you appear to be upset don't you
>>
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>>108560789
That's what she's crying about!
>>
>>108560916
Too old
>>
>>108560942
nick fe moment
>>
I have 50 or so pictures and videos of myself.
Which tools should I be using to make porn?
>>
>>108560991
Windows Movie Maker. It has some sick transitions between clips.
>>
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https://www.youtube.com/watch?v=Y-i52Dgb8vU&list=RDY-i52Dgb8vU
>>
>>108561005
I only know how to use GNU/Linux. Is there a GNU/Linux alternative?
>>
imagine tolerating nigbo
ya'll a bunch of sticks
>>
>>108560170
you're not welcome here thread schizo
>>
Why can't catjak just let it go
>>
>>108561083
did your "singular schizo anon"-theory ever work in the last 3+ years anon?
>>
>>108561068
>>
>>
do you *really* want round #2?
>>
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Reposting from another board.
>Install comfyui
>Install some nodes
>Everything works fast and quick.
>Do a clean OS install and do a clean comfyui install
>UI changes no one asked for were added.
>Some nodes stop working.
>The UI update broke 3rd party nodes.
>Manage to find workarounds
>3 months later
>Disk where comfyui is dies, have to reinstall comfyui in a new partition
>There is another new update
>MORE UI CHANGES NO ONE ASKED FOR
>Half custom nodes i had as backup now don't work.
>Custom node devs seem to be tired of this bullshit UI upgrade breaking everything and stopped maintaining their nodes.
>Decide to go back a few versions
>Newest custom node manager demands newest comfy to work
This is some windows 11 pajeet-tier coding nonsense.
Comfyui has become a joke.

Which UI you use to generate images anons?
I moved away from Forge/A1111 forks because they are bloated and load/unload/move checkpoints in EVERY image generation, slowing my PC. Comfyui kept checkpoints loaded, with fast generations but it has become unusable.
>>
>>108561184
I vibe coded my own front end and use Comfy without custom nodes as the back end. Easy peasy.
>>
I have comfy UI. I just want to show it a picture of a character or characters, and then it understand who they are/what they look like and draw them naked. Is this possible?
>>
>>108561184
don't bother posting it here. you'll get swarmed by resident comfyorg shills calling you "ani", schizo and bunch of other bs
you literally can't post criticism of comfy or anima here without causing almost immediate wave of angry replies
>>
>>108561219
you should take a break from 4chinz anonie you sound really worked up
>>
>>108561219
why do you reply to yourself like you're a different person?
>>
>>108561226
you should try getting a job that doesn't involve lying and deceiving people for pennies
>>
thought so.
ca.
>>
>>108561235
yeah you should really take a break it sounds like youre not cut out for this website thinking every poster is the same or whatever
>>
>>108561219
>you'll get swarmed by resident comfyorg shills calling you "ani"
ok ani
>>
>>108561184
I don't know why someone hasn't tried to swoop in a pilfer some of comfys user base at this point desu and I say this as a comfy user
>>
>>108561184
forge shouldn't unload your model after a generation, config error. I am stuck on comfy, switched away from reforge ages ago and I cannot go back. haven't updated in 2 months or so. and yeah comfyui is a hot mess, comical incompetence. the guy coding the UI related stuff is either immensely good at sucking comfys cock or payed by a future competitor to nuke comfys reputation. I outsourced everything (entire models folder, output, wildcards, etc), could basically nuke the comfy install and not loose anything. there are ways to roll back shit tho, this guy here talks about it https://www.reddit.com/r/comfyui/comments/1q3k5q6/how_to_solve_everything_forever_broken/
>>
>>108561184
fuck off ani and stop samefagging, comfy has no issues, it's a big project with lots of salaried employees
>>
>claim anon will get swarmed by shills
>no one does
>pretend to be the shill yourself
Sad....
>>
uh oh
>>
why is every thread here filled with schizo retarding and nobody is helpful just kill yourselves you lard ass faggots
>>
>>108561184
Wan2GP is an option. I can't personally say if it's a good option but it is an option.
>>
he's fizzling out
>>
>the image spam stopped
im noooooticing
>>
>>108561283
is this your firstest time on 4chan ?
>>
>>108561214
Yes
>>
>>108561184
symlink everything important and for the love of god stop using jeetcoded shitnodes anon
>>
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>>108561321
i'm very sure in a real fist fight (without kicking) you would seriously fuck up julien beyond recognition
>>
>>108561307
Great, is there a guide somewhere?
>>
troon-off
>>
>>108561329
Local diffusion?
>>
>>108561329
why without kicking?
>>
>>108561283
Start asking the right questions instead of babies first diffusion shit
>>
>>108561359
Okay, you want to be a faggot on a dying website, whatever, fuck off then
>>
It really is over for local…
>>
yeah nobody wants to talk about anything so all that's left is schizo guess that anon gayness imagine that
>>
>>108561402
but we're getting Seedance 2.0 at home in 2 days?
>>
Every time you crypost in this thread I only grow stronger
>>
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>>108561412
Im already compiling the localcope chart, so many freejeets fell for a fake website. It will be hilarious when it turns out they shilled a saas model unknowingly
>>
>>108561469
literally the same thing that happened with mogao lmao. i even think the websites used a similar color scheme
>>
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>>108561490
kek
>>
>>108561184
https://github.com/Haoming02/sd-webui-forge-classic this solves your problems
>>
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>>108561469
was pretty funny tho, the fucking panic from saas cucks over a new model.
>saaar seedance best!
>>
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>anon doesnt know how obvious it was that he was hyping it up just so he could turn around and do his usual trolling
pathetic desuu
>>
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What methods are you guys using to generate more than 1 character in a pic?
I wanna generate some fighting scenes but whenever I use two loras for two different chars simultaneously, everything looks smudged and fucked up.
>>
>>108561445
Nice gen
>>
>>108561481
it did, but local is desperate for anything because they're so far behind compared to API and the gap keeps growing. there are less and less reasons to use local models now that API isn't as censored
>>
>>108561555
maybe if you didn't sit here 24/7 crying about local models people wouldn't troll you.
now post some GPT minecraft gens and say local is dead.
>>
>>108561469
>>108561651
You must have a fulfilling personal life
>>
>>108561651
>API isn't as censored
what API models aren't censored?
>>
>>108561552
prompto and model? :3
>>
>>108561234
why don't you?
>>
>>108561617
Thanks.
>>
You can tell Anima is good because Ani is losing sleep to fudpost about it
>>
>>108561579
Anyone?
>>
>>108561912
as a vramlet I would get two seperate character images and then mash them together with an edit model
>>
>>108561911
You can tell it's good just by putting it side by side with any SDXL model using the comparison workflow on the huggingface page. Anima wins on like 99% of prompts. Literally the only reason to use SDXL at this point is if you have some special snowflake shitmerge / artist mix / lora mix that gives you aesthetics that Anima can't quite do out of the box.
>>
>>108558395
>>108555778
Is the jenny lora available anywhere?
>>
>>108561945
But does it know e621 concepts?
>>
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>>108561184
There's really only Comfy if you want to do anything off the beaten path or experiment.

I just recently recovered from catastrophic update too. I had to nuke everything and reinstall a bunch of stuff and re-add them to PATH to get it back. I still can't interrupt the queue or change the prompt without manually clearing models/cache though, because the next gen will 100% cause Comfy to not clear any memory and start taking all other available memory, but at least it actually works again. Of course there are no error messages or anything showing this behavior, it just something it decided to do several updates ago, I guess.

I thought it was the OC'd memory on my 4090 at first, but even at stock the behavior was the same. Plus, that OC has never caused problems anywhere else before... my GPU has top-binned components designed for overclocking and a beefy cooler (Asus ROG Strix OC).
>>
I started using ComfyUI today, and am uninstalling it now. Jesus what a piece of shit.
>>
Yesterday I installed comfy and today I woke up with my dick replaced with a neovagina wtaf
>>
>>108561912
>>108561579
What model? If it's sdxl then regional/masked prompting is your only option. On newer models you can just prompt it, but you still have to pray. Or gen both characters separately and use edit model to compose the result.
>>
cozy
>>
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>>108561713
anima with meme lora i made https://litter.catbox.moe/eu47xhmgqkae1505.safetensors
masterpiece, best quality, 2boys, yaoi, kissing
>>
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>>108558395
>Nobody here talks about ACEStep 1.5 XL which just dropped

https://ace-step.github.io/ace-step-v1.5.github.io/#XLDemos

It's a different class of model bros, I'm not hearing any slop...
>>
>>108559046
>And this will be my last message today.
So see you tomorrow then? Same trolling?
>>
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>>108562337
i dont do music gen at all but it really doesnt sound that much different than the previous version. the dnb track is cool but that childrens song is terribly synthetic
>>
>>108562337
>>108558395
>Discussion and Development of Local Image and Video Models
>>
Any news on GPT-Image-2 launch and ComfyUI Partner Node support?
>>
>>108562337
we need a new version of the ldg song with it musicgenanon
>>
>>108558395
where can i find more jenny nicholson pawg gooncore
>>
>>108562355
I disagree. Noticeably better musicality. Eurobeat actually sounds like eurobeat, chiptune sounds much more like a chiptune, etc...
>>
is there a way to force comfyui not to cache a particular node's output but the following nodes are still cached?
>>
>>108562355
>childrens song is terribly synthetic
To be fair, I think it's a very good sign of diverse audio quality in dataset. Top music models also vary this depending on the nature of your prompt, E.G. the top model here
https://artificialanalysis.ai/music/leaderboard/instrumental
>>
>>108562478
comfyui-unload-model lets you unload after nodes.
>>
>>108562355
>https://x.com/ostrisai/status/2041926198599807079
dunno bro, loras seem like they will be hot
>>
>>108562504
Based ostris that ones good
>>
>>108562504
>some obscure 60s English rock band
kek
>>
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>>108562304
neat
>>
>>108560916
>>108562034
based jenner
>>
>>108562504
>loras seem like they will be hot

I'm listing to sample songs bro, it's SOTA cloudshit level....

>Indie folk ballad with astronaut transmission aesthetics, gentle fingerpicked acoustic guitar and soft banjo arpeggios at 78 BPM in 3/4 waltz time, harmonica plays lonesome melodic phrases with a Neil Young-style reedy nasal tone, male vocal in a tired warm baritone with slight vocal fry and crackin...

from the demo sounds like a radio song. This is what the raw model can do without a LoRA... Local is back
>>
>>108562543
Of course, since original ACEStep was already really good with LoRAs (but still quite lackluster in musicality with some complex genres), this should be able to fully shut the gap now. Udio/Suno have not as much moat anymore. Can't wait to play around with this model.
>>
>>108562337
I don't really notice that much improvement over the last one. That doesn't mean it's bad by any means though I've enjoyed a lot of the songs it's made for me.

https://voca.ro/18LjOD4lMxxA

[Verse]
In a basement lit by a flickering screen
The saddest little losers that you’ve ever seen
Bluvoll is plotting a digital crime
Spending eight grand on a waste of time!
They cry "memory loss!" and "it's untrainable junk!',
While their own broken model is totally sunk
They brag about Civitai, acting so proud
Of a fake reputation in a pathetic crowd.

[Bridge]
Eight thousand dollars... what a joke.

[Chorus]
They’re clinging to wreckage, to a dying flame
While tdrussel is winning the digital game!
Backed by Comfy Org, he’s breaking the mold
While they’re stuck in the dirt with their Mugen of old!
Yeah, they’re chasing shadows, lost in the fray
While the real Chad is driving his Lambo away!
>>
>>108561921
I'll try that, thanks.

>>108562206
Illustrious models. I'm using Krita AI by the way, which has regional prompting. I tried it but whenever I load a different Lora for each region (representing each character) the results still look bad, both characters look completely different or even deformed.

My workaround so far has been inpainting, guess pure txt2img isn't quite there.
>>
>wan 2.2 fun vace
should I use wan 2.2 i2v lightx2v lora on this or the t2v one? or is there a dedicated one?
>>
>>108562543
normally I don't notice llm bot replies, but oh my this one is quite poor.
>>
>>108562580
The last one really wasn't as musical. It sounded more synthetic, less capable, and unable to properly mimic a bunch of music styles you prompted for without a LoRA (which was very challenging to train prior to later SideStep versions). Now this one is more diverse, able to mimic every music style much better, and the voices sound slop-free compared to that last one.
>>
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>>108562613
The instruments are also much better aligned with the lyrics. Previously, you could achieve improvements with a LoRA, though it was still quite limited to the music within the LoRA, and now it's good out of the box. A better base model always leads to better LoRAs.
>>
>>108562593
there is the official comfy lora scheduler shit, https://blog.comfy.org/p/masking-and-scheduling-lora-and-model-weights

you could also try https://github.com/yaoliliu/FreeFuse
i fucked around with it a bit and it's pretty decent for an automated setup.
>>
>>108562637
Never heard of FreeFuse before, it looks really interesting. thanks for the recc.
>>
>>108562337
I was going to say "wow these are good" then I got to
>An instrumental orchestral piece built on a foundation of a powerful, sustained string section and a precise, grand orchestral percussion rhythm. Layered brass swells create a vast, cinematic backdrop, while a lyrical solo violin carries the main melodic theme. The arrangement evolves with the intro...
What the fuck this is awful. I guess orchestral slop is not something it was trained on.
>>
>>108558395
Kik Epp23g
Tele Bgftg33

Can any help me get my gf Lora right?
>>
>>108562337
>>108562678
I'm so confused. That opera sample, the singing sounds SO GOOD. Why do the instruments sound so bad? Did they train only on acappella opera or something? The instruments sound straight up MIDI while the singer is like a real opera singer. It's bizarre.
>>
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>thousands of localbrowns fell for a mogao-tier grifting site
>>
>>108562718
>Why do the instruments sound so bad?

I don't think it's bad at all. The instrumentation has been improved substantially so that it's much more diverse, but the actual sound quality could use some mastering or LoRA. But the songs themselves are coherent and well structured.
>>
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same face horse
>>
>>108562800
They prompted for twins.
>>
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>>108562820
yay fireworks :D
>>
>>108562800
rei arr rook rifferent to me
>>
which AI image model does castes most accurately?
>>
>>108562877
benchod you need a lora for each caste
>>
>dalits.safetensors
keep that shit on an external
>>
>>108562820
what's anima like when it comes to realistic nsfw stuff?
>>
Is there a userscript that makes civitai less aids? It tries to download every fucking video without focus and is slow as shit as a result.
>>
>>108562939
preview2 was alright i guess, not tried 3

>>108562943
>filtered by civijeet
oof
>>
>>108562307
>>108562346
boxes please?
>>
>>108562820
>>108562835
wtf, now youre talking
>>
>>108562950
>anima fag has nothing useful to actually add
yikes
>>
I have been completely mindraped by the Anna Khachiyan tweet about the true white-brown distinction being pink or brown nipples. I can't gen clothed Asian women anymore, I need to see the nipples and they need to be pink.
>>
>>108562989
sorry i'm not here to help you pedophiles
>>
pedophile (You)
>>
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>>108562939
>what's anima like when it comes to realistic nsfw stuff?
need loras for realism
>>
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can anima do gore?
>>
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I dunno where else to ask, but what are the best open source options for voice AI? Elevenlabs is good but I can't afford it
>>
>>108563042
but it can do realistic nsfw with real loras? Is it as good as klein?
>>
any good way to upscale anima yet?
>>
>>108562991
There are some edge cases where I could swear their nipples are brown in one light but pink in another. (I mean real porn actresses not gens)
>>
>>108563095
same way youve done it before
>>
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>>108563095
just do a normal upscale pass
>>
>>108563095
just don't
>>
>>108562877
go back to hgg respectfully
>>
>>108563051
Vibe voice. It's quite good and can do emotion but you have to sort of prime it like give it some lines to guide it towards a certain mood like anger or whatever. It's trained on podcasts so sometimes you get gens with background music and shit. It can be a little flat but it's by far the best open source one that doesn't either require training loras or doing your own voice acting.

https://voca.ro/1iZ3b4arXaUS

There's background music in this one because my source clip has it.
>>
>>108563076
>klein
do not reply to me, slopper
>>
>>108563153
klein has its problems. Straight-up txt2img is shit but it can do decent realism if you give it reference images in edit mode.
>>
>>108563157
are you trying to convince me or yourself
>>
>>108563163
shit, nigga, I didn't know you were so invested in hating klein. Fine, klein is the worst model on the planet. Does anima do good realistic nsfw if you get the right loras?
>>
>>108560363
zib + zit
>>
>>108562580
lmao'd
>>
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>>108562991
>Anna Khachiyan
>>
>>108563211
Haram. Pokemon girls don't have grandmotherly body types like that.
>>
>>108563293
what she playan
is babby ok?
>>
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>>108563188
what does zib add? Just some variance to the gens?
>>
>>108563354
basically yeah, 1st pass is zib, it has way more variety, but I find it really lacks in detail, which you can add with a 2nd pass with zit
>>
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>>108562957
no, fuck you
>>
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tfw no elf gf
>>
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and to end it, my zitslop wife
>>
>>108563391
:( please?
>>
>>108563358
dang thats nice. catbox?
>>
>>108563421
we don't share boxes here
>>
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>>108563435
ty anon https://litter.catbox.moe/r0gmx2u102vy5erl.png
>>
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>>108563391
please don't impersonate me...
>>
>>108562783
kek, even a comfy employee fell for it
>>
Fresh when ready

>>108563476
>>108563476
>>108563476



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