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yep hes dead

first for ideogram is shit

>none of the krea2 vintage cartoon kino in OP
FOR SHAME

second for anima is shit

>>109121120
you're the first, MORON RETARD IDIOT

>mfw Resource news

06/23/2026

>Krea 2 Text-to-Image Model Official release
https://www.krea.ai/krea-2-open-source
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://huggingface.co/Winnougan/Krea-2-Base-Turbo-NVFP4-FP8-INT8

>ComfyUI-ConditioningKrea2Rebalance: Bypass built in quality diluation from the trained safety filter
https://github.com/nova452/ComfyUI-ConditioningKrea2Rebalance

>SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion
https://jmliu206.github.io/sefi-web

>ELDiff: When Evidential Learning Meets Text-to-Image Diffusion
https://github.com/QingtaoPan/ELDiff

>UNITY: Attention Flow Networks for Adaptive Conditioning in Diffusion
https://github.com/arya-domain/UNITY

>CapRiCorn-1K: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales
https://github.com/xlchen0205/CapRiCorn-1K

>MIRCaps: A Large-Scale Mixed-Domain Dataset with Image-Level and Region-Level Captions for Fine-Grained Vision-Language Learning
https://zenodo.org/records/20418601

>ComfyUI-Llama-Prompt-Generator
https://github.com/GlatTissekone/ComfyUI-Llama-Prompt-Generator

>ComfyUI Bob Ross Preview
https://github.com/SKBv0/ComfyUI_BobRoss

06/22/2026

>One Node · Z-Image
https://github.com/Adeliox/ComfyUI-OneNode-Z-Image

>ComfyUI-Muse: LLM chat panel that lives inside ComfyUI
https://github.com/RudySen/comfyui-muse

06/21/2026

>FastSDCPU v1.0.0-beta.500
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.500

>LTX Director 2.0 Update
https://github.com/WhatDreamsCost/WhatDreamsCost-ComfyUI#-recent-updates

>DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis
https://johnnylu305.github.io/df3dv1k_web

06/20/2026

>One Node · FLUX.2 [klein]
https://github.com/yanokusnir-ai/one-node-flux-2-klein

>mfw Research news

06/23/2026

>SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion
https://arxiv.org/abs/2606.22568

>Towards Error-Free Long Video Generation
https://arxiv.org/abs/2606.22370

>Physically-guided Image Generation for Multi-Projection Mapping
https://arxiv.org/abs/2606.22477

>Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization
https://arxiv.org/abs/2606.21736

>ZeroGVC: Zero-Shot Generative Video Compression with Autoregressive Diffusion Priors
https://arxiv.org/abs/2606.22371

>UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating
https://arxiv.org/abs/2606.21661

>ChronoLock: Protecting Videos from Unauthorized Text-to-Video Personalization
https://arxiv.org/abs/2606.21146

>Chehre: An Emoji-Prompted Video Dataset for Perceptually Diverse Facial Expression Recognition
https://arxiv.org/abs/2606.21657

>CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation
https://arxiv.org/abs/2606.21982

>GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling
https://arxiv.org/abs/2606.20799

>Trajectory Forcing: Structure-First Generation with Controllable Semantic Trajectories
https://arxiv.org/abs/2606.22527

>Diffusion Integrated Gradients: Controllable Path Generation for Flexible Feature Attribution
https://arxiv.org/abs/2606.22314

>Extraction and Analysis of Multimodal Concepts in Vision Language Models through Sparse Autoencoders
https://arxiv.org/abs/2606.21197

>Structural Assessment for Understanding and Guiding Dataset Distillation in Discrete Token Space
https://arxiv.org/abs/2606.21705

>AnimeAdapter: A Modular Adapter for Appearance-Consistent Anime Character Generation
https://arxiv.org/abs/2605.20237

>Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation
https://arxiv.org/abs/2601.22679

>>109121128
>>109121133
Fuck off debo

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>>109119220
>>109121079
You dropped these

im already bored of krea2. honestly it sucks and requries too much vram to do anything with.

>>109121155
Agreed. I'm seeing nothing but garbage on my screen and it takes forever to gen.

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flux 2 klein

>>109121170
Give me one reason why gens like >>109121144 are garbage without sounding mad

>>109121155
>>109121170
Agreed. I have decided to just kill myself so I see more beautiful visions in Heaven. All anons who agree with us should join in protest of this shit model.

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>>109121179
flux krea 2

>>109121179
yeah we can tell, the proportions are horrible

>>109121184
No.

>>109121179
>fucked up perspective
I love klein for edits but man it's so fucked with anatomy and geometry

best model that understands hindi ?

>>109121185
cya o7

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>>109121187
>take SDXL checkpoint
>change the name to krea.safetensors
>release it as your own model
genius

>>109121187
horrible, the shadows don’t match, everything is duplicated, subject plain on center, lighting doesn’t match

>>109121179
>>109121187
locl hasn't advanced even an inch in over a year keeeeek and retards itt will defend these models

I am no longer GPU poor, got 2 RTX 6000 Pros. What's the SOTA local image/video model nowadays?

just train the model. I think you'll be pleasantly suprised.

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>>109121188
>>109121194
lol.

>>109121220
so you're telling me, finetunes will fix it???

Kreanima coming soon

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>>109121155
>>109121170
>>109121185
50k status?

>>109121218
ltx2.3 for both

>>109121236
There's almost no profit/money in AI models.

>>109118892
I just get black outputs using this lora

So now the tables have turned, huh. Now tdrussell is fudding Krea 2, who would have imagined.

>>109121218
You only need 1 for running the biggest local models that are released for video of wan 2.2 and ltx 2.3. You will need more if you want to run the latest local text generation models in /lmg/. Welcome to purgatory.

>>109121255
I need to man. I want my money back. Please help.

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>>109121187
anima

/ldg/ won

>>109121269
anima can do better than that bruh

>>109121264
You should have teamed with Ani though

>>109121276
Show us.

>>109121269
anima realism is unironically underrated, shame its slow as fuck

>>109121269
what's with the texture of the robe?

>>109121281
He kept asking me to send him pictures of my cock. That guy's a freak; fuck him.

do you guys say lorah or loray?

>>109121284
give me the prompt you benchode bastaard I do not want to type that out

>>109121286
sampler issue aka skill issue.

>>109121303
@dslr_photo @sfw @golden_hour A young woman with dark hair tied in a low bun stands in a shrine courtyard. She wears an intricate gold and red kimono with white maple leaf patterns and a gold obi. She holds a white fabric pouch in her hands in front of her. Her lips are slightly pursed and her eyes are directed at the camera. The gravel ground is covered in fallen orange and yellow leaves. Trees with orange foliage stand behind her. White paper lanterns hang from the branches. Sunlight filters through the leaves and hits the ground. @2025 score_9, bokeh, from below, dynamic lighting

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>>109121284
Not that anon but.

>>109121300
I'm more of a Loree guy, myself.

>>109121300
I say lorah>>109121300

>>109121269
This looks fried.
>>109121187
This looks slopped.
>>109121269
This model is at its limits with a text encoder that's been fried to the extreme after two deep finetunes.
>>109121187
This model is at a virgin point with no finetune and can do much more due to a superior text encoder and almost six times more parameters.

>109121311
ebin trolololol

>>109121311
I kinda miss tag prompting. For an ESL like me it's much easier way of prompting, even if it's half natural language. Now-a-days I need to use LLMs to get anything done.

>>109121311
Holy newbie prompt kek

>>109121079
>>Chroma
use case?
>>Z
use case?

i'm trying a reference image lora for ltx and it makes the video take double the time to generate. i think i will stick with the better method

You are not as subtle as you think faggot the LARP is getting tiring.

>>109121349
let's see your prompt

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>>109121236
>I have no meaningful path to generating revenue and, surprisingly, have not been generating revenue
I can't hate, I feel the same way

>>109121352
None but I don't give enough fuck about this schizo infested general to bother re-writing the OP.

>six times more params
>not six times better
Z team was right. Non synthetic data is all you need.

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>>109121300
lore-uh (laura)

>>109121368
>t. needbux for life

>>109121375
it's lar-uh, re-tard

>>109121357
I'm bad at picking up hints, please point out the posts for me

>>109121349
>Holy newbie prompt kek
idc gemma wrote it.

>>109121383
nuh-uh

>>109121128
>>109121133
OP neutralizes this retardation now.
Enjoy more screeching into the void with your years long ritual spam.

>>109121397
sperg

>Krea
>Z-image
>Ernie
>Hidream
all garbage sameslop. visually look interchangeable and none of them offer anything new

>>109121400
Sperg is spending your entire life in a space that hates you because you're lonely,
Sperg is samefaging in a dead thread with 2 other posters and going for stretches of hours saying nothing to anyone.
Sperg is doing this in the time frame you could have finished college and gotten a real job.

>>109121402
50k status?

i neeeeeeeeed kino

>>109121414
Why do you always twist things that are valid and used on your camp then cry when everyone hates you?
It's such as sad thing to see when I can hop in this thread at any time of the day and still see you seethe. None of this changes the fact that your schizo dev friend's life is ruined and that he dedicated his life to a fully dead project and everyone laughs at him for being a loser. He's completely cut off from a industry that he was given the keys to because he just couldn't act normal despite being a grown man in his mid 30s.
He lost everything and all he's reduced to is crying on discord with his other mentally ill firends that have no job and no prospects. Don't take that out on us, how about all of you use the free time you all have to make something positive for this space instead of crying and tearing down anyone that makes models for people at no cost to the end user.
It's funny how much he acts like that lolcow KoP from the lying, to the gaslighting to the constant victim card despite everything he does being easily traced.

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>>109121269
its not shit but that lora has lost some prompt adherence

>>109121442
nta but im trying to do it on anima base with no lora. the prompt needs a lot of clean up

>>109121436
i'm having fun dude, fuck off, 4chan is not that serious

>>109121436
I ain't reading all that gay shit you dumb nigger

>>109121436
Why do some people approach 4chan with so much emotional investment?

>>109121449
I'm using SAM anima. I don't think anima can do realism very well without a lora or finetune

>>109121469
That's a great question, it stems from that small circle wanting to be popular. Now that they are despised they dedicate their lives to ruining the thread. The dev that had a mental breakdown spent years trying to control the thread and it's culture and ended up so toxic even comfy himself had to throw him in the trashbin.

>>109121469
Both Catjack and the Schizo have empty lives.
The Schizo uses that emptiness as a reason not to take anything seriously, while Catjack uses it to create meaning.

>>109121436
im lurking these threads with 0 idea what half of the posts even are about
who the fuck is catjack
who the fuck is n*gbo
who the fuck is dabo
what is this insane post even about
why the fuck are you larping as some guy you dont even know called tdrussel

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>>109121470
I tried. No lora.
Looks like a video game render or something. Yes I gave her big bobs. Anima base just can't really do realism.

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>>109121481
It's bad in a good way.

That post made them upset. Just go back to /sdg/ instead of instigating flamewars

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>>109121397
I didn't even notice you changed the OP, lol

I have been bested.. you've checkmated me this time with such a masterful gambit. drat! news canceled forever! lmao

>>109121465
I'm jealous. I've been trying for weeks to get Anima to learn an artist's style, yet here you are casually flexing how you transferred the style of some 2.5 Illustrious shitmerge slop into Anima with zero issues.

>>109121313
This anon needs to share his WF

>>109121494
All you have to do is actually read what you post, why should we trust you when you just randomly post shit which has lead to anons getting malware?
Despite having all the free time in the world you can't even do that.

>>109121494
>>109121375
>>109121368
I was going to try Anima today, but looking at these gens, it doesn't seem any different from Illustrious.

>>109121504
illustrious is no different than SD1.5 to be qompletely honest

>>109121187
it has that slimy ai high frequency texture, it makes me so sad

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>>109121503
I think you misunderstood. we're not having a dialog. I took a moment to mock you, and now I'm moving on with my day
feel free to reply to yourself if you're desperate for more (you)s though

>>109121187
this looks really bad.

>>109121527
HAHA gay

>>109121517
You'll still anon post, guess you still can't go into accountability. This is why your life is the way it is and why you have to cope by posting here despite spending 2 years trying to destroy this thread.
But hey stay losing, still funny how you got kicked out out every community because everyone finds you pathetic and still makes fun of you even in this thread.

>>109121537
You two should make up like this >>109121527

>>109121517
If you were really moving on you wouldn't have replied. Clearly you are upset and should take a break from 4chan.

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>>109121481
it can do a bit better, and this is much more noisy than i intended because i forgot to downscale gen res and just picked euler for times sake
prompt for cosplay photo, real life, photo \(medium\) and mention that its a photograph in NL

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>>109121495
thanks

>>109121541
He can't he has nothing else to live for, that's why he's here every day going on 5 years now.

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So fresh seeing a model with such a good understanding of SD 1.5 style paintings.

https://files.catbox.moe/8ty8qw.jpeg
https://files.catbox.moe/153wy0.jpeg

So much detail, so aesthetic.. it really does feel like MJ at home

>>109121079
Thank you for baking anon

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>>109121179
>>109121187
Ideogram

>>109121558
this looks the best. shame they cucked their model so heavily

>>109121494
>>109121517
hey debo kindly fuck off tyvm

>>109121558
>>109121567
its good but also ignores half the prompt >>109121311
though to be fair thats not ideograms fault if it cant deal with that

>>109121558
Ideogram's good.

>>109121572
that's catjack...

>>109121558
ideo is really close to api models

https://xcancel.com/i/status/2069244013354619274
>I’m happy to announce that myself and a team of highly motivated engineers have developed a novel adversarial audio poisoning framework that renders music statistically unlearnable by foundation models. We will be releasing the code soon. More to come.
M-music bwos?

>>109121558
Definitely the best, and it's not even close.

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I giva upparoo

>>109121612
usecase for current year music?

>>109121635
this. All the good music is already out there

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upgrading from cu128 to cu130 fixed it

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>>109121579
I didn't realize you posted the prompt. I just ran the krea image through a .json captioner and used that.
Here's that raw prompt just thrown at ideogram, without reformatting it for .json

>>109121599
Have to admit catjack's recent gens are better than his Feb March stuff. At least some of what he posted, assuming that was him, the hag foxgirl ones, actually caught my interest.

you're pathetic

>>109121653
sd1.5 tier garbage.

>>109121658
to think people considered zimage good not too long ago

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what the heck? i thoughted miku was supposed to be good at dancing

>>109121612
Well, now they just have to get all the unpoisoned music off of the internet and hope nobody remembers that you can still readily find music to rip from physical media.

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>>109121642
this is good
not that anon btw
heres another attempt with krea2 btw, it can definitely do better than this >>109121187

Krea? More like diarrhea!

>>109121664
it's still good just need to use the right finetune and settings.

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there is no free lunch

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Ideogram is just too good

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>>109121549
I guess a little of prompt bleed is inevitable with these kek

>>109121553
>Doesn't post LoRA
C'mon.

https://files.catbox.moe/denlqq.png

>>109121612
This is impossible. You know those useless AI detection websites?
They are essentially trying to shill or pitch something similar to this to grift money.
They know people will buy it up cause of anger and being scared of AI, but it's fundamentally useless.

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>>109121680
for completeness sake, this is raw (non-turbo)

At least, others may call it madness... but is it truly insanity, when the voices in your head grant useful knowledge?

>>109121691
Thanks for testing.
The bypass lora looks more usable at least

>>109121553
which one are you?

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>>109121187
Skill issue. This is Krea 2. You can borrow my WF anon
https://files.catbox.moe/d7qkvg.png
You literally only need https://github.com/nova452/ComfyUI-ConditioningKrea2Rebalance

>>109121691
vramlet forgetard here, what does this lora bypass? which catbox link i skipped over previously was it?

>>109121739
>This is Krea 2
you can tell

Sometimes in my free time, which is basically always, I start philosophizing about who ranks lower on the totem pole, anime gooners or hollywood celeb gooners.
>>109121734
If the voices in your head are helping you resolve Python dependency problems and CUDA error mismatches, that's a good sign.

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>>109121753
Its realism is acceptable, tame, not slopped despite the qwen image VAE. Truly a miracle, the images look less slopped and more detailed than any other model.

>>109121774
come back when you've had post nut clarity

>>109121784
keeeeeeeeeeeeeek

>>109121774
it looks slopped in some weird way.. there is always something off about the images.. a graininess or blurriness or something..

>>109121784
>>109121789
LMAO XDDDDD
anons as a celebration i think we should kill ourselves and make sure to livestream the whole ordeal, what do you say?

>>109121784
Please understand sir all the women he sees IRL are covered head to toe in black cloth.

>>109121774
I like the poses it's giving me. Many of the other newer models seem pretty rigid in that regard.

>krea released
>reddit going nuts
>people here still trying to fit a square peg in a round hole by promoting realism in anima.

Why is this general so dysfunctional?

>>109121821
Is this situation something that is happening in your head or?

>>109121821
Kera is not ready yet, how many false starts have we had with models that looked promising and went nowhere?

>>109121749
>>109118892

does anyone else find Krea 2 has pretty bad long prompt adherence? It seems to often just completely leave out details that other recent models handle fine.

>>109121821
To each their own, I guess.

>>109121825
>>109121828
shhhh hes currently considering whether to kill his mother before he kills himself or blame her for his suicide
dont interrupt him

>>109121836
>160 byte safetensor
i'm not running this

>>109121837
I did notice it dropped good chunk of the lenghtier prompt I captioned.

>/ldg/ always falls for every slop imaginable
>suddenly Krea 2 releases, a model that could potentially replace Anima
>/ldg/ suddenly develops eagle eyes and starts noticing the tiniest bad details in Krea
I'm noooticing

>>109121846
>https://github.com/nova452/ComfyUI-ConditioningKrea2Rebalance/blob/main/nodes.py
I doubt you capable of understanding this or even literate

>>109121853
You need to stop using terms used on you when you do your faggotry, this is another example of why you make zero headway

>>109121821
autistic pedo website, what the hell did you expect?

>>109121873
Why are you describing /sdg/ when you're in /ldg/?

>>109121884
Nta but /sdg/ isn’t even really a thread anymore. Like it’s there and you can see it in the catalog, but there is no sentience or intent behind it. It’s just a black hole to drop images into.

I too attribute a few posts to the thoughts and feelings of an entire general

i'm debonair

>>109121894
It's mostly one schizo posting most of the time with a few tag alongs, it's a way for him to self soothe until his friends log on for a couple of hours. He also keeps dogwhistling his autistic terms and rituals which makes it even sadder when he's here.
See
>>109121898

i am eating a root beer float popsicle. you guys jealous?

Fuck you updating ComfyUI is such a fucking cancer

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>>109121796
It's def a little bit slopped, but not as bad as other base models we've got. Not as unfiltered as Chroma, but not so bad that it has no hope of catching up with a decent tune. Chroma's NSFW prompt understanding is too strong for all these models, but if you can engineer pic rel then it's not too bad, even if it's a little harder to get it than in its on Chroma.

https://files.catbox.moe/6ew6bm.png

This model gives me hope that a proper Chroma 2.0 with all the small details fixed may be within our grasp, as opposed to how hopeless everything was before.

>>109121916
a bit

>>109121853
>"a model that could potentially replace Anima"
>look inside
>12b parameters and slow as fuck
>would easily cost $100k+ to train on booru
>license requires output filtering on all hosted instances
>you can use it commercially if under a million revenue, but can't do the kind of commercial sublicensing thing that anima does
let's be real nobody is gonna do a large finetune of this thing

>>109121853
My reply was more making fun of anon for getting all hot and bothered over yoga pants like a teenager rather than the model itself

>>109121859
Krea 2 is already out, and compared to base Cosmos it's on a completely different level.
The best part about models being good at easy NSFW and copyrighted styles is that it sets a trend, and from now on more local models are going to start doing the same. So even if Krea doesn't dethrone Anima, it'll be the next model, or the one after that.
>>109121928
Anima is very easy to replace, since it's a model that's hard to improve on any further (download any checkpoint from Civitai and see what I mean, including WAI Anima, or AnimaYume, which was one of the few that managed to tame Illustrious, or NetaLumina, which hit a dead end with Anima). NetaYume himself said weeks ago that he wanted to test other base models, like Ideogram, for example.

genjam status?

Bro why is comfy split into so many pip packages:
comfyui_workflow_template
comfyui_embedded_docs
comfyui_workflow_templates_core
comfyui_workflow_templates_media_api
comfyui_workflow_templates_media_image
comfyui_workflow_templates_media_other
...
I need to redownload this shit over and over again for each update instead of just pulling the commits

>>109121934
If anima is so easy to replace why has it been over seven months and there still isn't a replacement

>>109121934
>since it's a model that's hard to improve on any further
this is disingenuous. illustrious 0.1 and base noob were fucking schizo and fried as shit, in a way that anima base is not, so of course those could be easily improved

>>109121931
Yeah, I copied your format without even reading your post. I'm a schizo anyway, so even if I'd read it I'd just twist it into my own subjective take.

>>109121957
just use uv pip and it'll take nearly no time for anything that's already there and little time for anything that needs updating (which is kind-of unavoidable anyhow, having one larger package of all of them combined that always updates when any of the packages that now exist update would not be faster)

>>109121957
Because it's bunch of retarded shit. I have had a working installation for 6+ months and the last time I updated was 3 months ago and had no issues but now...

[INFO] working around nvidia conv3d memory bug.
[INFO] Using pytorch attention
Traceback (most recent call last):
  File "/mnt/work/AI/ComfyUI/./main.py", line 228, in <module>
    import server
  File "/mnt/work/AI/ComfyUI/server.py", line 44, in <module>
    from app.frontend_management import FrontendManager, parse_version
  File "/mnt/work/AI/ComfyUI/app/frontend_management.py", line 19, in <module>
    from utils.install_util import get_missing_requirements_message, get_required_packages_versions
ImportError: cannot import name 'get_required_packages_versions' from 'utils.install_util' (/mnt/work/AI/ComfyUI/utils/install_util.py)

I'm not asking for help because I know what helps: deleting each and every instance of this shit python environment and starting over again...
But Comfy"anonymous" should suck a big pile of feces

>>109121934
>Anima is very easy to replace
For sure, I expect the next anime focused open source model will be showing up any day now. No cope here.

>>109121978
just ask your AI agent to fix it.

>>109121934
Like we keep telling you, until a proper finetune is made nobody is jumping ship, how about you pay someone to do it if you care so much

>>109121980
gib prompt

>>109121982
That won't do any good. If it doesn't update the way it should update, it's broken and I'm not going to convolute the process with some retarded llm intervention and waste my time debugging something what I'm not even supposed to be troubleshooting.

Other issue about this garbage software is that ComfyUI has grown so much that a future man in a middle attack is inevitable, it's just a matter of time at this point. But this isn't my point here just wanted to vent

>>109121998
Why do you do this inconsolable larp where no matter what we say there's no solution?