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

Previous: >>109744947

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
>>
Thank you for baking and respecting the customs of purity OP
>>
>>109752199
Thank you for thanking yourself like the petty little schizo you are
>>
>>109752242
Why do you think I'm OP?
>>
>>109752245
None of your (((concern)))
>>
Blessed thread of frenship
>>
File: Fly.mp4 (3.91 MB, 1120x624)
3.91 MB
3.91 MB MP4
She can't talk to us like that

https://files.catbox.moe/shg476.mp4
>>
>>109752323
You still going on with that? You have been doing the same act for weeks now, it was cute at first but its stale now
>>
>>109752323
who is this fat asian girl with the silly hat i keep seeing
>>
File: Krea2_turbo_hr_fix_00324_.jpg (2.83 MB, 3344x2512)
2.83 MB JPG
>>
>>109752391
Get new material
>>
>>109752415
Not when you bite every time mysterious ani defender.
>>
>>109752420
>>109752415
>>
>>109752420
>posting from India
every time
>>
File: output_4mb_max_qualit1y.mp4 (2.97 MB, 1216x672)
2.97 MB
2.97 MB MP4
Make em mad make em mad
>>
the absolute state of local, sad
>>
>>109752444
Using the this general as a metric is foolish. I'm having the time of my fucking life.
>>
>>109752391
24/7 on 4chan, making sure you always bake like it's your job, proxying to ban evade and ofc an overweight slob, perfect self portrait schizo-kun.
Also I always wanted to ask, what's with the the outdated model upscaling? Do you think if you upscale your slop from 2MP to 4MP that it looks better? Cause it still looks like shit, just in a bigger resolution
>>
>>109752455
The schizo is black. He doxxed that info years ago
>>
>>109752469
That would explain an insane amount to be desu
>>
isnt debo black too. they are the only one that makes black tier gens.
>>
>>109746493
>RIP MiniConstruct 2026 - 2026
I'm releasing a big update soon. Just finishing off Comfy API pipeline integration.
>>
File: screenshot.1788797177.jpg (96 KB, 448x457)
96 KB JPG
AGI IS HERE!
https://www.businessinsider.com/nvidia-jensen-huang-agi-openai-astra-ai-2026-9

>The chipmaking mogul took to X to congratulate OpenAI's team on the release of the company's newest and most powerful model, Astra, and made the notable statement that "AGI has arrived," a nebulous term that typically describes AI models that match or surpass human intelligence.
>>
>>109752546
meanwhile diffusion slop is still hallucinating blobs. we're still training loras like it's 2022 while API models can create an entire 3d model of a character from a single reference image.
>>
>>109752546
most likely a nothingburger to raise stock prices
>>
>>109752577
H3 is pretty good at using reference images. You basically don't need to use character loras at all anymore. Of course they'll always help, but it's not needed in most cases.
>>
>>109752577
llms + agents can draw better than diffusion which is funny
>>
https://www.youtube.com/watch?v=akkwj9d943Y

can't stop watching this, it's strangely hypnotic
>>
>>109752546
If and when actual AGI is achieved, I highly doubt it'll come from current gen models. I think it will require an entirely new kind of LLM. Either way, some rich guy that has no hands on experience working with AI models is definitely not going to be the one to announce AGI. In reality it won't even be announced. It'll just happen.
>>
>>109752483
>>109752469
>>109752455
Doing this is why your rentry is in OP and the only defense you have is a rentry you wrote while seething that everyone laughs at btw.
Keep being our drunken dancing monkey, the rentry on you is still being actively updated.
>>
>>109752323
ignore the detractors, this bit never gets old. mostly because i wanna fuck her.
mind sharing the image reference you use for her, or is this somehow purely text?
>>
>>109752577
it's nvidia fault
they deliberately fuck up hardware market so nobody can do shit
>>
>>109752666
that's not nvidia's fault. any company that has complete dominance over the market would do the same. this is why monopolies and late stage capitalism are bad. nvidia is just playing the game, and winning, hard.
>>
File: 85934626340.jpg (106 KB, 1071x388)
106 KB JPG
>>109752660
schizo no schizing!
>>
Can someone please tell me why anons are trying to remove the rentry links when everything within them are damning?
>>
>>109752602
it's clear diffusion is a dead-end. true AGI will be omnimodel, and a model with as much understanding of the world at a 5T LLM will of course make better images than a shitty 4b Qwen text encoder
>>
>>109752796
Will it be better than gemma prompt? Honestly I doubt it
>>
>>109752796
The truth is those models are going to filter anyone not over 24gb of vram but nobody wants to have that conversation.
Honestly not to be a dick, most of the most annoying faggots in this hobby would vanish overnight if someone was strong enough to just admit it and let it happen.
>>
File: Untitled.png (1.28 MB, 1024x1024)
1.28 MB PNG
What kind of hardware do you need to generate images and videos locally? I was thinking of bying a P40 24GB from Ebay, or an RTX 3060 12GB
Also, it seems like people are generating 512x512 images. Is it that these are initial generations which are then upscaled?
Sorry for being a newb but i could not find the relevant info in the rentry links.
>>
>>109752842
You can use any internet search anon, I suggest you use chatgpt because both cards are going to be things 90% of anons don't use now.
>>
>>109752842
40 series minimum, 3080+, don't even bother with the P40's or anything even remotely that old, mikuboxes went out of vogue years ago.
>>
>>109752857
They were never good in the first place
>>
>>109752855
Thanks, I didn't want to use chatgpt but i'm reading an article about it (but it seems AI generated too)
>>
>>109752871
So much time has passed and the tech is hard capped at the 5000 series right now. Most anons upgraded and even with top end consumer hardware there are odd limitations based on the model.
>>
>>109752864
mikuboxes were passable in like 2023 to maybe mid 2024, but you could argue they were never good sure.
>>
File: FMJ.mp4 (3.99 MB, 1152x656)
3.99 MB
3.99 MB MP4
>>109752380
>>109752381
I velly solly!

https://files.catbox.moe/mswbcw.mp4

>>109752665
The prompt is literally: Mika is a 40 year old MILF type Japanese woman. She is slightly overweight. She is wearing a tiny colorful bikini. She is also wearing a tiny rainbow colored yarmulke with a little spinning propeller attached.

She's different every time. You fell in love with my writing, bro.
>>
>>109752901
I see. Are the limitations due to memory? And do you guys plan to buy decomissioned datacenter GPU accelerators in the future to continue genning? What do people use for making AI videos?
I'll be shameless here I wanted to generate hentai videos
>>109752918
Apparently it gets single-digit tokens per second for any model that fits in them. I really don't think that's meaningfully useful
>>
>>109752918
They were on the way out from jump street, I just remember the amount of shit anons would talk and act like they were doing something big brained back then.
You can only do shit like that once the tech stabilizes which is clearly not the case so early in the lifecycle.
>>
>>109752932
the preemptive fucking cackle i did seeing pyle in that thumbnail, holy fuck bro. of course she's just a fucking prompt, very nicely done man. will be inserting her into my favorite movies today.
>>
>>109752697
posting this kind of screenshot like they mean anything shows you're either a newfag or gaslighting
>>
File: Capture_01847.jpg (47 KB, 715x193)
47 KB JPG
>>109753058
No worries friend
>>
>>109753058
He's going critical
Again, all of his efforts are moot when you can just read the links in OP. Let him shit his pants and cry, nothing has changed and nothing will change for him.
>>
>>109752842
Images are generally a lot easier to generate. I would assume even your current hardware, if it's not 10 years old, will be able to generate some animu images with Anima.
For videos and especially with Minimax H3, I feel like you'd at least need a 5060ti 16GB to make it bearable. WAN2.2 or LTX can run on a lot less if you're fine with either no sound, or questionable image quality.
>>
newbie anon from previous thread. I got flux1-dev-kontext_fp8_scaled with prompt:
> Modify the image so she has very big breasts and her cleavage showing
need help to make them bigger please?
>>
>>109753128
Flux is cucked, no seriously.
There's a reason why they went quiet once H3 came out and are nowhere to be found
>>
>>109753128
look loraholic loras up on civitai, these are the only non slopped slider loras on civitai, they easily let you change the breast size without affecting anything else, godspeed coomer
>>
>>109753128
>>109753149
ignore what I said, I thought you were using Krea2 not trash
>>
>>
>>109753128
you want a model that isn't censored and preferably trained on nsfw stuff
>>
>>109753159
He's new, can't fault him for getting scammed by SAI But German.
I'm still trying to figure out why they would continue the practices that destroyed that company after leaving that company. It's not even about the direction of the model outside of them making the biggest inefficient piece of shit that nobody will bother working on or finetuning.
The performance of the model does not warrant the size or the fact it's slow as fuck even on top hardware
>>
File: Untitled.png (1.06 MB, 1024x1024)
1.06 MB PNG
You guys just said that Mikuboxes are trash and P40s are useless but then why did P40 prices go up like that? most articles say they're 200$ but since those were written it seems to have gone up by about 100$
>>
>>109753128
>flux
oh no no no no
>>
minimax ref model being able to pretty okay-ishly clone voices and do inflections made me think, what are the best local voice gen models? Been a while since I looked in that direction
>>
Who is gonna tell him we're still in 2022 when it comes to audio gen?
>>
>>109753211
Because much like covid everything trends up because they know people are more desperate.
I'm still going to shit on faggots that bought Mikuboxes and the retards that actually listened to those faggots.
>>
>>109753211
retarded anime posting faggot, everyone knows the prices went up on everything. even fucking ddr/2/3 went up.
>>
>>109753231
It's so weird how there's now a video model that can learn characters lora-less with <10 reference images and clone voices with 15 second audio clips but we don't have image and voice models that can do the same. Feels like a step was missed along the way.
>>
>>109753255
Stability mindset caused severe damage to western models. Doesn't help many of their Ex employees are in these companies and continue the self destructive practices.
>>
>>109753255
>but we don't have image and voice models that can do the same
Well yeah image models can't do voice, anyways local video and image gen is on api level if you have the hardware, it's just audio that's 4 years behind
>>
>>109753255
I'm with you on image models, but we definitely have voice models, that work quite well with voice cloning.
>>
Forget the base model many of these makes make models and refuse to give it support in regards to controlnets and other goodies and are surprised when nobody adopts them and they go to shit.
They also expect people to make shit for them but they also releases gimped models on purpose and cry when it's ignored.
>>
File: Untitled.png (1.63 MB, 1024x1024)
1.63 MB PNG
>>109753232
Please to understand, we are poorfags
>>109753254
I know for a fact that DDR3 didn't go up too high. i'm going to buy 24 more GB of ram when I go to my parents' house where my old DDR3 computer sits with 8GB of ram.
>>
>>109753293
Those models are basically just advertisements for their API, they bever even intend them to be wider adopted
>>
>>109753255
Who was it again that said they're gonna release a model with a 1 image to lora ability? Member something like that but of course it never happened
>>
>>109753272
>but we don't have image and voice models that can do the same
hurr hurr, you forgot to say that audio models can't do images
>image gen is on api level if you have the hardware
Model? It has to be able to do reference, without lora training.
>>
>>109753285
>but we definitely have voice models, that work quite well with voice cloning.
Which ones?
>>
>>109753293
sorry but we're way past the era of controlnet. nobody bothers because a model that still needs controlnet is outdated shit not worth developing tooling for. yes that includes anima and krea. edit should come built-in just like Klein introduced. you can provide openpose and depth to any API model and it works fine.
>>
>>109753320
And they end up making fuck all in the process.
What gave Stability the edge in the beginning was due to having open models that the community actually improved with tooling. Now there's zero incentive and they make anything. With the current parts crisis this is the perfect opportunity to just release shit and allow people with the means to advertise the models for free while getting free labor.
Krea2 almost had it right until it became clear that the base model and the turbo were not made from the same parts. Such a easy fucking win they pissed away for no reason at all.
>>
Can you take your schizo back? He's shitting up /adt/ again
>>
>>109752546
>Huang then added: "Keep buying our overpriced GPUs, you fucking faggots", and everyone clapped.
>>
I cant search nsfw on civitai, i cant find options to enable adult after logging in
>>
There's an anime called Soukan Rensa which I like but there's a scene that's too short. I want to extend it and add more scenes like that using the same characters. How would I go about doing that? It will probably trigger the safety mechanisms of all models though.
>>
>>109753316
if a 2.6x price hike for isn't "too" high, then pray tell what the fuck is
ddr4 is the same price
>>
>>109753372
Fair point.
They should always target for these models to hit 90 tier card vram at fp8 and they could easily reach those goals
>>
>>109752546
why won't graphics card Jackie Chan fix the Nvidia drivers for linux?
>>
>>109753380
civitai.red
>>
>109753378
Please fuck off you needy faggot, we're actually having a discussion
>>
>>109753380
civitai.red
>>
>>109753396
Can you please stay here? kthxbai
>>
>>109753389
there should be a Medium variant trainable base model that can run on 24GB, and a fuckhuge variant that can run turbo on 24GB. quanted/turbo giant models are simply better than shitty 2-4b base models
>>
>>109753372
krea 2 shipping without editing capability is such a mother fucker of a monkey paw curl. Great model, but censored (at least the chains can be reasonably broken) honestly edit should be a bare minimum at this point.
>>
>>109753362
>hurr hurr, you forgot to say that audio models can't do images
You're the retard unable to articulate yourself correctly, reading that back sounds almost like you had a stroke typing that.
>It has to be able to do reference, without lora training
Why, what does that have to do with anything? Wait let me answer for you, nothing. You're being a dishonest faggot for some reason. Matter of fact if you can run kimi at home you know? No Lora's needed, promise
>>
>>109752182
>mfw Resource news

09/07/2026

>Sol-H3 Speed-of-Light MiniMax-H3 on an 8× NVIDIA B300 Blackwell System
https://nvlabs.github.io/Sana/Sol-Engine/Sol-H3

>MageTrail: Danbooru/E621 Full-Finetune of MageFlow 4B
https://huggingface.co/RicemanT/MageTrail

>Learning 3D Editing without Paired Supervision via Generative Prior Distillation
https://github.com/thiamine128/PriorEdit3D

>UniMate: One Unified Model to Animate Diverse Skeletons
https://linzhanmou.com/unimate

>VICAL: Vicinal Consistency Alignment for Long-Tailed Visual Recognition
https://github.com/FlamieZhu/Vicinal-Consistency-Alignment

>WorldSculpt: Generating Compositional Worlds from Grounded Videos
https://alaya-lab.github.io/WorldSculpt

>AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
https://zunwang1.github.io/AnchorWeave

>ComfyUI-InpaintCanvas: Krita-style inpainting without leaving ComfyUI
https://github.com/DenRakEiw/ComfyUI-InpaintCanvas

>ComfyUI-Ref2VA-VSA: Ultra-Fast Character Video Generation
https://github.com/Kablex/ComfyUI-Ref2VA-VSA

09/06/2026

>ComfyUI-Viggle-Animate-H3
https://github.com/Saganaki22/ComfyUI-Viggle-Animate-H3

>uncomfymcp: MCP server for generating images on ComfyUI from a chat client.
https://github.com/aschet/uncomfymcp

>MiniMax H3 Semantic Bridge
https://huggingface.co/speach1sdef178/MiniMax-H3-Semantic-Bridge

09/05/2026

>Intern Lumina U2: Multi-Codebook Diffusion LLM for Omni-Visual Understanding and Image Generation
https://internlm.github.io/InternLumina-U2

>Musk’s xAI loses court bid to block Minnesota's AI ‘nudification’ ban
https://www.reuters.com/legal/litigation/musks-xai-loses-court-bid-block-minnesotas-ai-nudification-ban-2026-09-04

>Add Sparse Attention node
https://github.com/Comfy-Org/ComfyUI/pull/16072

>MiniMax-H3 FL2V 8-Step Motion Enhancer
https://huggingface.co/rzgar/minimax-h3_fl2v_8Step_motion_enhancer

>Qwen3.8-Flash-Next-NVFP4
https://huggingface.co/nvidia/Qwen3.8-Flash-Next-NVFP4
>>
>mfw Research news

09/07/2026

>Joint Alignment and Distillation for Video Generation via Sample-Guided Distribution Matching
https://arxiv.org/abs/2609.04283

>ReaDiT Guidance: Control for Image and Video Generation using Diffusion Transformer Features
https://arxiv.org/abs/2609.04649

>RefDiT: Local Attribute Guidance in Reference-Based Image Generation
https://arxiv.org/abs/2609.04976

>Importance-Aware Low-Rank Distillation of Diffusion Transformers
https://vislearn.github.io/SVDtrunc

>Measured Sliders: Learning Continuous Controls from Differentiable Image Measurements
https://arxiv.org/abs/2609.05234

>PAPT++: Risk-Aware Adversarial Tuning and Generation for Single Domain Generalization
https://arxiv.org/abs/2609.04837

>AngelFingerprint: A Traceable, Explainable, and White-Box Stealthy Watermark for Text-Guided Image Editing
https://arxiv.org/abs/2609.04709

>Step Back to Move Forward: Reflection-Aware Preference Optimization for Visual Generation
https://arxiv.org/abs/2609.04282

>LensStyle: Learning the Optical Aesthetics for Controllable Stylized Lens Effect Rendering
https://arxiv.org/abs/2609.04939

>Intrinsic Temporal Adaptation of CLIP for Partially Relevant Video Retrieval
https://arxiv.org/abs/2609.04800

>WeAgent-MMGenEdit: Full-Stack Recipe for Multimodal Agentic Image Generation and Editing
https://arxiv.org/abs/2609.05171

>FailSAE: Towards Interpretable Failure Prediction for Vision-Language Models via Sparse Autoencoders
https://arxiv.org/abs/2609.04276

>Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference
https://arxiv.org/abs/2609.05275
>>
>>109753434
*if you can run kimi at home you can do everything the api's can do, you know?
>>
>>109753434
>Why, what does that have to do with anything?
...that was literally the thing I was talking about? Right here in my post >>109753255? I said
>that can learn characters lora-less with <10 reference images
then you replied to me boasting about your unnamed models, logically this must mean your models can do what I described? If not then why the fuck did you reply to me?
>>
3 editing models have been announced.
minimax H3 Image, flux3, and krea3.
but nothing ever happens.
all I need is a powerful editing model with up to 2 MP.
>>
>>109753447
>>109753438
>>
File: 4455.jpg (23 KB, 274x322)
23 KB JPG
how do you set this node?
what are the correct settings
>>
>>109753409
The limit is probably 16GB, if you need 24GB to run or train loras it severly limits the userbase which in turn limits community development as most people won't bother to work on something that barely anyone can use, and it'll stay like this for a while with the current hardware crisis
>inb4 vramlets etc
>>
>>109753458
I literally told you kimi can do that you faggot, do you read?
>>
File: Test 00005(2).mp4 (3.83 MB, 768x1376)
3.83 MB
3.83 MB MP4
>>109753467
I can't wait for anyone of them finally releasing their model already. So many things I wanna do with H3 Ref2VA hinge on me being able to create good starting images.
>>
>>109753493
then why did you ask "why, what does that have to do with anything" instead of just saying "yes, it can"
why get bitchy about the one requirement I was looking for in the first place
and I've never heard of this kimi before which leads me to believe it's snake oil, and since now I know you're a temperamental bitch I know asking you for proof in the form of a good image will yield nothing but more bitching so I'll just start ignoring you now
>>
>>109753438
>>Sol-H3 Speed-of-Light MiniMax-H3 on an 8× NVIDIA B300 Blackwell System
>https://nvlabs.github.io/Sana/Sol-Engine/Sol-H3
could this work on consumer hardware?
>>
>>109753517
No
>>
>>109753509
>I've never heard of this kimi therefore it doesn't exist
just rope yourself at this point, holy fuck you're retarded
>>
>>109753509
>I'm completely unfamiliar with the landscape, I didn't even know there was an AI other than ChatGPT. I enjoy bitching and whining and actively maintain problems so I can continue to bitch and whine about them.
>>
>>109753492
I think turbos have a place specifically because of that. Also quanting models help as well.
They are going to have to accept a slight dip in performance.
>>
>>109753504
the only sure thing is Flux 3 Dev, and unfortunately, that’s going to be heavily censored and run slowly.
even though it’ll definitely raise the bar for editing.
butt they’ve been using the words “weeks” and “months.” So it could still take forever.
with minimax, I’m worried about chinese culture.
as for krea3, there’s just one mysterious screenshot from an alleged employee.
>>
>>109753517
90% of that schizo spam is worthless. Please don't engage. He's giving llm announcements for a model that can't even run on most of /lmg/'s rigs atm and is confirmed shit tier due to how nivida handles those releases.
>>
File: debo_bcl_k2_00003_.png (2.49 MB, 1664x1069)
2.49 MB PNG
>>
>>109753563
I can work with a censored model for my usecases just fine. I just think Flux3 will be terrible at anime stuff again. Would much prefer one of the other two, but I know they're even more unlikely to release with editing capabilities or at all.
>>
>>109753438
>>109753447
Hey debo why does your "stable diffusion" general nearly die every single day at the same time? And why are the only "anons" posting there always there at the same time? I've never seen this behaviour in any other general
>>
>>109752469
Knowing one poster is black isn't as exciting as knowing the other guys name, his fathers name, his fathers place of work... The second guy was actually doxxed (by his own doing)...
>>
>>109753579
fuck off nigbo
>>
>>
>>109753669
He's in a perma state of kamikaze.
>>109753688
Mention Ani's lust for BBC attached to anime characters and his entire own falls apart. He makes sure that the cocks are extra dark too.
>>
>>109753688
I mean he has a wix site also with his full name in the url with address, phone number, "cv" (lol)...
I don't think he cares anymore
>>
File: Krea2_turbo_hr_fix_00317_.jpg (2.9 MB, 3344x2512)
2.9 MB JPG
>>109753796
With his /d/ post I don't think so either. He's mindbroken and just trying to drag everyone else down with him.
>>
Nobody fucking cares. Kill yourself already
>>
>>109752469
>The schizo is black.
? i dont think sasori would make those kind of posts
hes annoying but mostly harmless i believe
>>
>>109753810
Or you could just stay in /sdg/?
There is a thread that is perfect for avatar fags like trani.
>>
Throwing a fit each time a certain user posts. Maintain Thread Quality, indeed.
>>
File: debo_bcl_k2_00006_.png (2.77 MB, 1664x1069)
2.77 MB PNG
>>
>>
fucking H3 Cache node is causing so many fucking problems lately. Why can't they just figure their shit out? It's probably the best time saver while still maintaining quality, but it is so incompatible with different things. Fuck!
>>
Brainlet here. Is using the PDD 8-step optimizer for Minimax H3 incompatible with using coomer loras? Every time I try to add a lora on top of it the video disintegrates in quality
>>
>>109753958
You answered the question yourself, but unless the lora specifically states turbo lora compatibility assume none
>>
>>109753958
https://huggingface.co/spaces/multimodalart/h3-acceleration-arena

because that lora is trash
>>
>>109753858
stealing this idea
>>
File: pepe_001_no_audio.mp4 (2.15 MB, 944x832)
2.15 MB
2.15 MB MP4
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>>109753981
thanks i'm new to this. so when the loras all recommend 1.0 weight i need to divide them up if i'm stacking them
>>
Bros I'm a 3060-let. Can I use Minimax H3?
Also I fucking suck at using comfy. Has anybody tried using Claude to slop out workflows?
>>
>>109754039
Yes you can run H3. If you're not feeling comfy then just download Wan2GP Desktop Launcher and go have a good time.
>>
>>109754066
this, alternatively..
>>109754033
if you run 4 turbo loras each need to be at 0.25 for maximum fidelity
>>
>>109754039
If you have a reasonably up to date version of ComfyUI, just use the inbuilt Minimax H3 template. Try running it at like .2 or .4 MP and you'll soon know whether or not you can run it.
>>
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>>109754039
Honestly it'll be easier to sit down for like an hour or two and learn the default MMH3 workflow. it's not that robust. you can ignore like 90% of the nodes. i have a plug+play one where I highlighted just the stuff you need to tweak and hid all the other crazy nodes if you want
>>
>>109754039
What do you mean you suck at comfyui? Just download the zip file, unzip it, start using the .bat file, then load the default workflow from the integrated template loader and see if it works
>>
File: thats the stuff.webm (447 KB, 640x832)
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https://litter.catbox.moe/pzodrc8sxksl29li.mp4
>>
>>109754024
What a retarded fucking video
>>
>>109754143
These people are tech illiterate anon.
>>
i cant find a definitive way to create h3 minimax ref2video prompts, grok used to work but its kinda retarded sometimes, local LM takes a lot of memory and is also kinda retarded
it's a hassle honestly
>>
>>109754024
>>109754156
liar, it made me chuckle. I completely missed it cause I thought it was just the retarded png
>>
>>109754174
Shame because gemma is the best model for it. Sounds like a skill issue desu
>>
>>109754174
what do specifically need help with? use grok/chatgpt to create a reusable system prompt off of the official minimax guides and iterate on it. that'll produce more stable guides for whatever ai you're using to create the prompt.
>>
>>109754169
It's just that, why do these people insist on doing twenty extra steps to do the thing that is already as easy as unzipping a file to do?
>>
I made an infinite video workflow, it's honestly not as exciting as I thought and ended up more of a proof of concept, but still fun. I get roughly 1s of video every 22 seconds with the 8 step turbo lora at 0.98MP
>>
>>109754196
Correct answer. I had gpt-5.5 shit out an h3 prompt writer skill for pi from the H3 docs when it first dropped. When I encounter issues with the prompts it writes I work with it until it's where I want it, then have whatever model I'm fucking with revise the skill to incorporate the new knowledge. 5.6 Sol is an incredible coom-artist. It works extremely well now, very consistent, I don't even bother to copy and paste the prompts - the skill decides on all the settings to use and just runs it for me. So my workflow is now "gimme a 5s video of this chick @slutphoto.jpg swallowing a tennis balls then painfully firing it out of her asshole" and it does the rest. It's fabulous.
>>
>>109754247
that is very fast
what other speed cheat are you using?
>>
>>109754275
That is only ck kitchen and the turbo lora at 8 steps, but the turbo lora already is a huge hit to quality. The trick obviously is that it generates 5 second videos, which are the fastest to gen. Every second after 5 scales gen time exponentially since the knowledge context gets larger, meaning 10 seconds don't take twice but three or four times as long
>>
gday chooms

files.catbox.moe/woamdy.mp4
>>
File: pepe_post_002_no_audio.mp4 (2.01 MB, 944x832)
2.01 MB
2.01 MB MP4
>>109754156
>>
How much VRAM do I need to run H3? Is 24GB enough? I don't want to be part of the permanent gooning underclass.
>>
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>>109754295
yeah it's unfortunate. i wonder if we'll ever figure out how to manage context during generation, like just continue on with needed. might be a dumb question though

2 seconds - 1m12s
5 seconds - 4m40s
8 seconds - ~10m
10 seconds - ~15m
15 seconds - 35m
>>
>>109754398
yes i used to gen just fine on 16gb vram
>>
>>109754398
6GB is enough if you have at least 32GB of system RAM to back it. More VRAM you have, less system RAM you really need, but more of both is always better. If you have 24GB of VRAM then you're extremely well equipped for H3 and could probably run it without no issues with 16GB+ of system ram.
>>
>>109754196
the hassle comes from trying to make a short movie with interconnected scenes.
the process of telling Grok or a local LM "now make a continuation scene with these details" and then adjusting it forces you to rewrite a lot of the prompt every time—like the summary, the detailed description, the audio, and so on.

it gets tiresome if you want to do more than a little 15-second video, it feels like a slog sometimes
when i used to do this with grok imagine the pure text approach was much more straightforward but sadly that piece of shit is censored to hell now
>>
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1.26 MB PNG
>>109752182
How Many Turbo loras we got for minimax ? I didnt follow the news anymore
>>
File: Walkoffrying(1).mp4 (3.15 MB, 1260x720)
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>>109754412
Well it all depends on how much support fal gives us, but I doubt we get anything like that until minimax h3 max releases for local, but it's already released as api yesterday so there's that

Video with a bitrate over 10kb/s:
https://files.catbox.moe/tdwu28.mp4
>>
>>109754471
A few dozen, most are useless trash. Worth trying currently: larryvrh_v4_step600_ema, plaguekind_parasyte_turbo, lightx2v_fl2v_8step_v10_native.
>>
>>109754428
>>109754430
Thanks. I have 16 GB VRAM/32 GB system RAM now, so I guess I'll just try it. I thought I had to fit it all on VRAM.
>>
>>109754431

continuing scenes off of ref2va is not going to work. recommend I2V. ref2va redraws your subject. i2v is tailored to start from exact.

as for the prompting thing... yeah, but that's going to be an issue for a very long time. solve it with genAI
>>
>>109754825
nope. i have a 5090 32gb vram and i still spill over to system ram. that's going to be what it's going to be.
>>
>h3 eros max can't do genitals
lame
>>
>krea 2 can't pull off the most basic action poses
>meanwhile i can just throw the image of the subject into h3 and ANIMATE 10+ seconds of that character doing that pose/action
seriously what that anon said earlier in the day about a "few skipped steps" i think is an understatement, where the fuck are we that a multimodal BTFO's everything? Maybe that lecunny faggot was right and not just about LLM's.
>>
>>109755039
i want my 9 seconds back
>>
>>109755039
I don't get it
>>
ok this seed kinda bad >>109755039
hold up. I have an idea
>>
>>109755136
I get it now
>>
>>109755242
explain
>>
>>109755253
>magictrick.mp4
>nothing happens in the video
>video disappears
>>
File: z_00008_.mp4 (1.6 MB, 576x896)
1.6 MB
1.6 MB MP4
Is it better?
It's hard to do fast action with just 24fps
>>
>>109755268
>>109755360
You should've just ran with my explanation anon, motionblur is not a magic trick
>>
>>109755360
to not just shitpost, you could've made the plate two colors or give it a engraving, that way it's easier to understand that it's being flipped without showing her privates
>>
>>109755360
>>109755487
OOOHH that's what he's trying to accomplish? based retard anon, yeah, make the plate's sides distinct you dingaling.
>>
i want to understand obsession this fag has over aang and zuko? how many updates and versions must he release?
https://civitai.red/models/2773267/aang-and-zuko-krea-2-lora?modelVersionId=3122618
>>
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it's funny in my head
>>
>>109755671
what exactly is the appeal of this..?
>>
>homosexual male doesn't understand the appeal of a woman standing half naked with only a plate in front of her and she flips it
>>
>>109755607
Is there now any H3 LoRa that doesn't degrade the output?
>>
>>109755744
lolno
>>
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>>
>>
>>109755711
We have a mental health crisis in this general
>>
>>109755733
I'm into more dirty stuff.
If videos like that turn you on, okay, why not?
I'm the last person who should judge someone's sexual interests.
>>
Whatever happened to that comfy kitchen update that was supposed to give more gains for H3?
>>
>>109755778
So.. miniconstruct-man what's next on the menu?
>>
File: ohyeah2.webm (2.87 MB, 1024x1024)
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https://litter.catbox.moe/v99sqxfzdkawm896.mp4
>>
>>109755818
he added sparse attention in a commit
>>
>>109755839
Is the music/drumming generated in H3 without reference?
>>
>>109755852
yep!
>>
>>109755839
bro fix your aspect ratio
>>
>>109755840
Is it in comfy main yet?
Nobody is talking about any noticeable gains, just wanted to make sure before pulling.
>>
>>109755839
Aspect ratio?
>>
>>109755855
working on it, you'll have another video in like 20-30 mins most likely.
>>
>>109755821
huh?
>>
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>>109755821
wrong anon. that guy always spams those shitty zelda webms with a billion scene cuts
>>
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>>
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>wrong anon. that guy always spams those shitty zelda webms with a billion scene cuts
>>
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>>
File: aaaah!.webm (3.04 MB, 572x896)
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Dunno what went wrong with the quality here, but at least the aspect ratio is ok now

https://litter.catbox.moe/o9psf5pjv4t4pcrq.mp4
>>
OUGHHGHG I'm cooking cinematic, hdr10 certified, film grain ingrained, christopher nolan aah kino. But as all good things this will take a while
>>
It keeps going UP. wth

https://www.bhphotovideo.com/c/product/1898513-REG/pny_vcnrtxpro5000b_pb_nvidia_rtx_pro_5000.html
>>
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>>109756111
You should have prepared before this started everyone was ringing the alarm bells back then.
Don't let that distract you that those cards were a bad deal from jump street anon.
>>
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https://litter.catbox.moe/y333eyrvwvdctf2n.mp4
>>
>>109756111
They've always been $7k~$10k. I'm not sure who the market for them even is. AI companies aren't using RTX Pro's. They're using H200's.
>>
>>109756213
oh wait that's a 5000, not 6000
jesus christ
>>
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>>109756213
Honestly a scam card for the whole series, never enough to do enough while being 2-3x more while not even being close to the 5090 in raw performance.
>>109756254
Completely worthless card too, I feel like it was preemptive gambit but even then why not just run 2 5090 for a little more and get twice the vram. It's not even like the performance is better.
>>
>>109756133
5090s don't fit in my case. I couldn't care less about gayming, I am tired of waiting half an hour for H3 gens. Regardless it is my goal to get one eventually, one way or another
>>
>>109756280
what card are you using?
5070 ti is decent enough, use for a year and sell it.
>>
>Thread status: HIGHLY INORGANIC DANGER!
>>
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https://litter.catbox.moe/flr86pjsmxcnzxiv.mp4
>>
>>109756280
Even with inflated prices 2x 5090 will offer 64gb of vram around the same price, just get a new case
>>
>>109756273
yeah i know it's worthless. RTX PRO 6000's used to be $10k. the fact a shitty RTX PRO 5000 is that high now is just insane. Last I remember they were around $5k.
>>
can i request some muscle mommies pls
>>
>>109756309
too bad it didn't sing in sinatras voice
>>
>>109756298
>5070 ti

that is what I have, managed to find one that was 288mm. I want the sexy slim RTX Pro cards
>>
>>109756311
this. you should buy the biggest case you can afford anyway for maximum airflow and upgrade capabilities. this is another reason my gpu temps stay below 60C even at 100% usage.
>>
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>>
>I am tired of waiting half an hour for H3 gens.
>mfw spent an entire year waiting 1 hour+ daily for 5 second wan gens
>>
>>109756344
why is she so comically tall jesus christ
>>
>>109756325
>>
>>109753128
Those are big by American standards
>>
>>109756311
That's a lot of power to burn on worthless slop iterations. Aren't the Pro cards more power efficient
>>
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>>109756389
Are you unable to undervolt?
>>
>>109756415
Kek nice
>>
>>109756344
this is neither muscle

>>109756369
5.5/10
>>
>>109756445
*nor mommy (sorry i'm drunk)
>>
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>>
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2 MB
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>>109756452
>>
>>109756415
are you unable to let go?
>>
>>109756502
that's a way better MOMMY LET'S GO
>>
>>109756543
He is unable to do a lot of things but he can seethe like no other
>>
File: Synthtech.webm (3.38 MB, 1344x768)
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https://litter.catbox.moe/z6xyfyezqzc6rybt.mp4
>>
>>109756618
her dystopia has turbo lora fry
whos the real loser
>>
>>109756543
>>109756570
Notice how they cannot make anything interesting and funny and only seethe.
Much like the schizo who is all talk so are they.....if it even is a small group of dents
>>
>>109756639
You should probably visit an eye doctor anon
>>
>>109751345 kino
>>
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>>109756673
you don't see the fry? its literally everywhere
>>
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>>109756724
No I don't see it schizo, here is the exact same thing but actually using a turbo lora:
https://litter.catbox.moe/5s6nuuvcjqqjswey.mp4
>>
File: Krea2_turbo_00385_.png (1.04 MB, 888x1184)
1.04 MB PNG
What am I doing wrong?

I want to add specific things that use the fedor LoRA, but when I enable it, I can't generate specific fonts anymore.
>>
>>109756618
one of the cars fuses into another one.
>>
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Guys, I'm seriously considering just dropping ComfyUI piping from MiniConstruct.
So sick of trying to get this to work, and I don't even care about the feature myself, I only added it cause people here requested it.
>>
>>109756344
>Hey let's post some pedophilia on /ldg/. My heroes the Japs love it so it must be OK.
>>
File: 739017086221717.mp4 (3.85 MB, 672x928)
3.85 MB
3.85 MB MP4
>>109756776
Beats me, I like your car though.
>>
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>>109756839
>>Hey let's post some pedophilia on /ldg/. My heroes the Japs love it so it must be OK.
>>
>>109756776
try using the kroma lora, it has a better dataset
>>
>>109756822
it's legit useful to have all the media + prompt sent to comfy instead of manually doing it yourself. mine is done the lazy way though and only works with my specific workflow. trying to get it to work universally sounds like a pain in the ass.
>>
File: 1627825068114.jpg (28 KB, 524x604)
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>Hey let's post some pedophilia on /ldg/. My heroes the Japs love it so it must be OK.
>>
File: shut-the.webm (970 KB, 928x928)
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https://litter.catbox.moe/h5tcy1tllgqp57jb.mp4

SHUT THE FUCK UP!
>>
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1.14 MB PNG
>>109756932
oops fucked up my aspect ration again, re-genning.
>>
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>>109756906
I haven't completely given up. Still making progress.
It will require the user to set up a Minimax workflow (like comfy template), export it as API, upload it in the MiniConstruct Comfy/Execution settings, then map the bindings in the same settings window (H3 output to Comfy input text, duration to PrimitiveFloat(Duration), Picture 1 to `Load Image 143', etc). For maximum flexibility the comfy workflow should have existing connections for all the available image, vid and audio ref slots (h3 states a maximum of 9 ref images, 3 videos, 3 audio tracks, and a maximum of 12 refs).
>>
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Why does the ref_video_0 want an image output? I'm using the basic load video and can't pass it in there
>>
So I just learned about freetoken. Is it as big a deal as it sounds? Running deepseek v4 flash on a 3090 sounds pretty nice. Is there discussion on implementing this methodology in other software like lm studio?
>>
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>>109756953
>>
>>109756963
you need get video components node or something
>>
>>109756776
Fedor fucks up prompt adherence.
>>
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>>109756968
How will that change the h3 node to not want an image input in the video slot?
>>
>>109756979
nigga i dunno but thats what everyone says
>>
>Penis Lora
>It makes the girl has futanari and penetrate male crotch instead

WHY LORA TRAINING IS SO FUCKING HARD WITH MINIMAX ???????
>>
>>>"""penis lora"""
>>
File: stfu.webm (955 KB, 736x1120)
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https://files.catbox.moe/sdeh8d.mp4

Voila!
>>
File: 192574338918440.mp4 (3.47 MB, 672x928)
3.47 MB
3.47 MB MP4
>>
>>109756986
whats wrong with that outcome?
>>
>>109756979
ref_video_0 takes images because videos are just a series of images. that input slot is taking all the frames from the video as images. they do it this way i guess because its less error prone than taking entire video formats as input.
>>
>>109756993
I have no idea. Probably because the girl in upside down position
>>
>>109756938
I'll tear that ass up
>>
>>109757018
weirdo
>>
>>109757018
no, i don't think you will
>>
>>109757025
Nobody told that old bitch to have a ass like that anon
>>
>>109756992
Staple to staple
>>
>>109756389
RTX 6000 pro using about half the wattage of a 5090 keeps up in inference pace so yes.
>>
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omgomgomgomg
after a week straight of wasted tokens and aimless refactors, a complete workflow was finally produced
now its time to spend 5 hours to see how shit this gen is
>>
>>109757056
......
How do retards like you two exist
>>
File: 1468126476426.jpg (32 KB, 557x612)
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>gen is looking awesome in the preview
>finally finished after 3 hours of iterations
>excited
>post it in my favorite general
>0 (You)'s
>refresh
>0 (You)'s
>refresh
>0 (You)'s
>>
>>109757075
Post the gen
>>
>>109757075
Either you got it or you don't. You need to have that dog in you anon.
>>
>>109757064
this might shock you but I bet less than 5% of people in these threads know about torch compile. there are retards everywhere.
>>
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>>109757062
total gen time was 80+min, which is actually low compared to the 250m+ failure runs I've discarded
>>
>>109757095
You're right...This is part of the reason why I believe a safe for work AI board should exist it would destroy multiple birds with one stone
>>
>>109757064
From my own anecdotal testing the results speak for themselves, no retardation required. RTX 6000 pro is just more power efficient using the same environment setup on the same workflows compared to a 5090. For using two 5090 cards that goes out of scope for my assertion.
>>
>>109757086
ill just make something better

>>109757093
unfortunately most generals are very anti-ai unless its some epic meme
>>
>>109757124
Are you low IQ or something?
You're bitching about the price when you can come out with more net vram and at most slightly more power draw if you take the time to learn how to power limit. Actually I'm pretty sure you can't even afford the 5090 before the price jump so I'm trying to talk reason into some jackass without any common sense.
>>
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2.81 MB JPG
>>109757124
Are you getting the Max Q (Lol) model confused with the actual full power card?
Those cards are highly situational and cucked.
Also what is undervolting?
Are you unable to undervolt?
>>
>>109757164
Why are you engaging the rtx pro 5000 schizo?
This is the second time he's doing the exact same thing
>>
>>109757187
We need to stop misusing the term schizo and just call him a jackass. I bet he couldn't even afford a 5060 if he's that stupid
>>
>>109757189
There is no correlation between intelligence and income, some of the dumbest pieces of shit I've ever encountered were very well paid.
>>
>>109757189
I call him schizo because he is literally samefagging with himself trying to make this retarded bit appear organic.

this is him, that is why I call him schizo, those "two" retards started posting at the exact same minute in this thread
>>109757124
>>109757182
>>
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>>109757196
You know you're replying to me twice in that post right?
>>
>>109757205
I wouldn't be surprised, you're severely mentally ill
>>
>>109757207
you're going to trigger him into a melty and we're all going to have to suffer
>>
>Misusing basic terms
>random time wasting argument
Yep I should have just stuck to what the rentry said.
Find a better use of your time, I was trying to help someone and have them save money vs burn money on 1 shitty card
>>
File: ohyebabi.webm (2.03 MB, 928x928)
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https://files.catbox.moe/1vv58y.mp4
>>
>>109757250
>>
>>109757252
>Page 1
>Not at bump limit
Got a hot date to get to or something?
>>
>>109757261
I think he's triggering whoever of the dynamic duo that tried to derail the thread and false flag. Pretty based desu, because they seethe at two generals now.

Inb4 singular anon cope that has failed for 3 years running
>>
>>109757010
Got it working and now got boob2boob motion, very nice :thumbs_up:
>>
>>109757261
Just the usual schizobake, he's afraid someone will make a thread before him and not put in his low effort slop. Just a narcissism thing
>>
>>109757282
There you are misusing terms again. Is it a coping mechanism when the links have been in 98% of all the threads?
Every day you screech and every day you lose. Don't you ever get tired of this?
>>
>New thread collage has two gens
>Schizo talks about his discord buddy links that nobody gives a fuck about
:^)
>>
>>109757282
>he's afraid someone will make a thread before him and not put in his low effort slop.
different guy
>>
File: concept08.mp4 (3.82 MB, 1376x768)
3.82 MB
3.82 MB MP4
He thinks if he says it enough his fanfiction will come true despite this being the norm since the thread's creation only a dent would think this would work.
>>
>>109757303
You have problems dude
>>
>>109757310
Not as much as the guy that cries all day makes pointless bait arguments and can't make coherent gens. I don't think you understand that the majority of the thread don't fuck with either of those two rentry retards, If they did /sdg/ wouldn't be a desolate laughing stock.
Even the anime thread put up a ward. To blame one person for the state they are in really shows a delusion that can only come from mental illness
>>
>>109757303
yeah i just ignore him mostly
>>
>>109757164
Cost doesn't have anything to do with power efficiency for my assertion. The RTX 6000 pro does the same work a 5090 does using less power, about half. That's it and that's all I'm saying. Nothing more.
>>
>ORGANIC ACTIVITY HAS REACHED ALL TIME LOW. ABANDON! ABANDON!
>>
Is there a thread that doesn't have the same person fighting them self for week upon weeks?
>>
>>109757336
He doesn't realize it due to his slowness, I mean he's behind 90% of the post in his containment thread. Also his ritual post make people feel sorry for him more than anything
>>
>DANGER! DANGER! STOP SAMEFAGGING IMMEDIATELY OR THE THREAD WILL COLLAPSE
>>
File: Krea2_turbo_hr_fix_00195_.jpg (2.95 MB, 2512x3344)
2.95 MB JPG
You're really not good at this
>>
The reflections of this model is something else
https://files.catbox.moe/d31r6m.webm
>>
litterbox shit the bed again?
>>
>>109757535
>>109757250
>>
I just tried the new audio patcher model and holy shit, absolute game changer if you use it with a turbo lora, even at 4 steps it sounds crystal clear. Too bad catbox is down, can't even show it
>>
>>109757722
what audio model, post the link as well cos im tired of shitty voices
>>
>>109753388
I said ddr3, nigger



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