>mfw Resource news

08/03/2026

>MiniMax H3 Official Video Prompt Writing Guide (T2VA / I2VA / FL2VA / L2VA)
https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.md

>Raylight 1.7.2 Adds MiniMax Support, 2x Speedup
https://github.com/komikndr/raylight/releases/tag/1.7.2

>Scaling Properties of Text Conditioning in Visual Generation
https://heheyas.github.io/context-scaling

>Retrieval-Driven Training-Free AI-Generated Video Attribution
https://github.com/renxi-seu/Video_Attribution

>A Frozen Pixel-Space Diffusion Model Can Guide Itself with Its Own Samples
https://github.com/zfu006/SSG

>ComfyUI MiniMax H3 Image Studio (Experimental)
https://github.com/astropuzzo/ComfyUI-MiniMax-H3-Image-Studio

>MiniMax H3 — NVFP4 (Blackwell)
https://huggingface.co/lilcheaty/MiniMax-H3-NVFP4

08/02/2026

>MiniMax H3
https://huggingface.co/MiniMaxAI/MiniMax-H3

>MiniMax H3: Repackaged model files for ComfyUI
https://huggingface.co/Comfy-Org/MiniMax-H3

>MiniMax-H3-INT8-CONVROT
https://huggingface.co/Gluttony10/MiniMax-H3-INT8-CONVROT

>MiniMax H3 COMMUNITY LICENSE AGREEMENT
https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE

>LoRA Dataset Studio: LoRA workflow in one tab
https://github.com/perfectgf/lora-dataset-studio

>comfyui-vram-tracker
https://github.com/PuppetMasterAI/comfyui-vram-tracker

>Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification
https://nvlabs.github.io/Sana/Sol-Attn

08/01/2026

>EU to get power to enforce rules on AI starting today
https://www.taipeitimes.com/News/front/archives/2026/08/02/2003861786

>FameGrid Auto Color for ComfyUI
https://github.com/ultramuseart/famegrid-auto-color#famegrid-auto-color-for-comfyui

07/31/2026

>Introducing Seedance 2.5
https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5

>ReToken: One Token to Improve VLMs for Visual Retrieval
https://github.com/avaxiao/ReToken

>mfw Research news

08/03/2026

>MoRoute: Dynamic Routing for In-Context Multimodal Video Generation
https://orange-3dv-team.github.io/MoRoute

>WaiT for the Signal: Simple Frequency-Aware Flow-Matching
https://arxiv.org/abs/2607.28760

>Evaluation-Verification Reward for Consistent Multi-Reference Image Editing
https://arxiv.org/abs/2607.29025

>Visual Distribution Anchoring for Efficient Prompt Tuning
https://arxiv.org/abs/2607.28967

>MoRAE: Flow-Friendly Self-Supervised Latents for Text-to-Motion Generation
https://arxiv.org/abs/2607.29180

>RAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images
https://arxiv.org/abs/2607.28974

>SatEdit: Mask-Conditioned Image Editing via VLM-Guided Segment Annotation
https://arxiv.org/abs/2607.29367

>When Model Priors Conflict with Visual Evidence: Mitigating Commonsense-Driven Hallucinations by Selective Prior Calibration
https://arxiv.org/abs/2607.29240

>Role-Break in Attention Heads: Understanding and Detecting Hallucinations in VLMs
https://arxiv.org/abs/2607.29412

>Domain-Adaptive Deep Joint Source-Channel Coding for Image Classification
https://arxiv.org/abs/2607.28907

>Explaining AI-Image Detection: What the Heatmap Actually Shows
https://arxiv.org/abs/2607.29581

>>109449546
>>109449557
Can you fuck off already

WHAT IN THE NAME OF OBLIVION IS THAT?!

rewriting again for dearest comfy, easycache shouldn't blow out the audio tensors which causes music and other fine features to drop

Bug — ComfyUI, comfy_extras/nodes_easycache.py: EasyCache's audio-aware branch is gated on isinstance(data, list), which only matches LTX2's [video, audio] pair — MiniMax-H3 passes a comfy.nested_tensor.NestedTensor, so that branch is dead code and both streams collapse into a single norm (output.flatten().abs().mean()) that video dominates roughly 90:1. The consequence is that EasyCache silently deletes H3's generated score (−7.5 dB RMS, reproducible across independent runs) while the video looks correct, and the fix is to recognise the nested pair alongside the list form so the existing per-stream cache path actually runs.

based video collage.

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>>109449543
My non-animated slop made it into the collage
How nice

>>109449578
she cute.

>>109449578
They're cute, post workflow

i've heard h3 isn't great with genitals unless you attach reference pics. I'm guessing that means you can still get BJ's working fine as long as you attach a ref image and video of a bj?

I haven't tried references at all yet. I'm doing something else.

>>109449630
I'm doing your mom lmao (no the model is still downloading slowly under 10MB/s.)

unlike sora2, this model doesnt seem to know touhou from just prompting and needs a reference. guess it makes sense as theres not much animated material out there for it flux3 might know it since its multimodal instead of just video

holy niggertits this thing is fast
unlike wan that took 1204 seconds for a 5 second 1080p clip

Needing to type out the prompts is annoying so I tried testing Image2Video without a prompt.
...
>She takes a bite out of the penis and eats it
I'm not posting it.

>>109449653
wan quality is still miles better

>>109449666
no way, satan!

https://files.catbox.moe/4b9i7e.mp4
The first off screen voice just doesn't stop after its line, but otherwise, it's not bad for a complex scene with several references.

>>109449666
cope.

>>109449653
you probably had ram offloading issues

>>109449666
>wan quality is still miles better
KEEEEEEEEEEEEEK
maybe if you live in slowmotion land

>>109449674
>you probably had ram offloading issues
I know it can run in low-VRAM situations, but what's the ideal setup without waste 24GB? 32GB? 48GB?

>>109449666
the father of lies is lying again? color me surprised

>>109449666
i agree. WAN still has better image quality but everything else is worst.

>>109449591
https://litter.catbox.moe/uo1256v3n7xgqi4r.png

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Minimax
INT8 Pruned model
NVFP4 text encoders

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>>109449666

>>109449710
how much is hitting your shared vram/pagefile?
haven't seen any raw ram consumption numbers yet.

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SOOO glad I got 128 DDR5 FAST ram.
LOOK AT IT

>>109449717
55GB to 60GB of RAM

>>109449726
wow

>>109449703
>KNP_000
that the chroma lora?

>>109449717
0% Disk so nothing

>>109449731
https://civitai.red/models/2725430/krea-2-nsfw-v4?modelVersionId=3147117

>>109449710
use unload model node

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>>109449726
>>109449727
>>109449732
that's honestly far from bad and about in the realm of wan and ltx 2.3, though that's genning at 480p innit? Bit rough there.
fuck it im balling with 32gb of ram for now but i am absolutely getting another 32 asap.

if only we had access to modern hardware then we'd be living the dream

>>109449739
ty, didn't know it looked that good. I think last I tried it was pretty overbaked.

If only there was an OS that existed that had good memory management.... hmmm....?

>>109449762
nta but it works better with generic asians since that seems to be what it was primarily trained on.

>>109449753
OPTIMIZE NIGG4 OPTIMIZE

Anyone found a better sampler/scheduler combo for H3 than res_multistep/simple

how do i tell this nigger to skip the audio stream if my source video doesn't have audio? comfyui-videohelper doesnt seem to have an option in the node.

>>109449666
Absolutely no one in the history of mankind has ever uttered these words unironically

4gb bros...here's how we can still win

>>109449798
unplug the audio noodle..?

>>109449666
>deletes all wan models and lora off his machine
nothing personal kid

Hmmmmm weird. It doesnt comply with my prompt. NVFP4 issue ?

My windows setup uses 10gb ram in idle even after I kill everything known to be unnecessary, maybe it's time to boot into linux and get those extra few gigs

>>109449827
skill issue

>>109449834
My genning PC is also my gaming PC, but when I don't use it I don't even boot into X so literally all the juice can go to comfy

>all claude tokens gone making a master prompt prompt enhancer
i hate saas so much bros

MINIMAX IS THE KINO OF THE YEAR

>>109449834
Windows 10+ purposefully reserves ram for itself if its not in use. I use Linux but just be aware of that. It's not as inefficient as you may think it is.

>>109449799
still has the annoying mouth issue i see. i guess its impossible for cartoon characters not to constantly move their mouths.

>>109449870
the year hasnt ended yet and flux3 is coming

>>109449866
if you burnt all your tokens on a simple custom node then you dont know how to use agents properly. i've made 20x custom nodes, even modified the 4chan collage script to work better, and i still have plenty of tokens

>>109449871
lol nice

>>109449871
miku: oh no ! let's run TOWARDS the buildings everyone!

>>109449871
wait a minute. how did three buildings blow up when the plane only struck one of them? now that just seems a bit weird

>>109449857
>My genning PC is also my gaming PC, but when I don't use it I don't even boot into X so literally all the juice can go to comfy
I got a second shit-GPU and with linux/KVM as the host passthru the good one to a gaming VM when gaming (mostly Linux is good enough these days but also a win vm if I need it) and a headless Linux VM for genning. Best of all worlds. (Also separate Batocera for emugaming is peak comfy)

>>109449883
Don't forget to thank the viewers.

>>109449896
two buildings. the third is a weird reflection.

>>109449896
The one in the back is just the reflection on the building. minimax is actually AGI.

>>109449907
oh fuck

>>109449880
we're so beyond using claude to write custom nodes
>claude opus 5, write a full gui for minimax h3 for my exact computer setup and steal all the optimizations KJ and Comfy already did without any credit, compile and integrate sageattention for me

>>109449900
I used to do this passthrough stuff but like you said, every game I run now just works flawlessly on it and sometimes even better than on windows so I just uninstalled and my life has been so much better ever since.

>>109449883
Cute!

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>>109449726
24gb vram+128gb ram elite here
i'm glad H3 and its TE are as big and good as they are since it actually makes proper use of my hardware
can't stand small poorfag cope anymore

File: Jen Cabin.webm (3.91 MB, 1280x736)

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>>109449827
I use large LLM-generated prompts (2-4k words) and the model definitely loses adherence as you increase the length.

>>109449928
>24gb vram elite
You should visit /lmg/ sometime.

>>109449933
gemmy 31b is all you need

>>109449941
I've only got 24GB myself, but I agree Gemma 31b is mind blowing.

>>109449932
that's pretty good

>>109449933
for this general 24gb vram would make you an elite here
not for /lmg/ though

>>109449941
>>109449946
Does the int8 convrot work well for llm models too? Ive been running goofs with kobold

buying a 3090 was probably the best decision I ever made.

>>109449967
Same desu
Just wish I loaded up on RAM too, but 32 is still okay

https://files.catbox.moe/6y7aju.mp4

piss easy to make these now. the internet will never be the same

>>109449966
llamacpp already does the convrot stuff with your GGUFs

>>109449967
same, and funny enough I bought it in 2020 before local models really even took off, purely for topaz ai upscaling.

>>109449932
ummmm where are her nipples??

>>109449980
Can you people gen something else than,
>Girl/Dick comes in from offscreen to suck a dick.

>>109449834
>10gb ram in idle
this is why it is preferred to use linux for AI, windows pre loads up a ton of shit to give the illusion of being faster than linux.

my idle is like 250 MB just running I3, super functional without the bloat.

>>109449980
sucks (pun intended) that the sucking is so bad, gotta wait for nsfw loras still

>>109449980
>the internet will never be the same now that we have shitty slop porn alongside disgusting sound effects
Are these posts serious?

i wasnt done playing with krea2, now they drop another shiny toy to play with
gosh how ai spoils me

>>109449990
There's a sheer/nude layer of fabric underneath.

>>109449981
this is why I want to punch redditors in the mouth for calling it a "comfy" discovery

>>109449997
I'm pretty sure anon is excited about it being "his dick" rather than "a dick".

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So how the fuck do I use this thing?

american society is bean destroyed right now and your celebrating it...

>>109450077
i'm a human bean

Is length a heavy limiter.

I can't gen a 5s video on a 3090, can just about do 2s, not sure if its a setting I have to put steps or something

>>109450076
UPDATE
P
D
A
T
E

when will the chink- eh i mean the chinese release a vram monster?

>>109450011
>nsfw loras still
lol nope it does porn out the box, they must have trained it on porn or its just really good at understanding prompts.

>>109450091
2 weeks. check the countdown

>spend an hour installing sageattention3
>23% over no sage
>only 10% over auto (probably sage2)
>(and another 25% with easycache)
I feel scammed.

>>109449980
Disgusting dry and mutilated cock

>>109450097
>lol nope it does porn out the box
it really doesn't do it well bro don't glaze it too much

>>109450134
the fact it can do it at all means a lora will be all that's needed compared to LTX needing a full finetune

Spoonfeed me a workflow with all the performance stuff.

>>109450114
You'll get your money back in like 20gens max.

>>109450147
yeah that's exactly what I said

>>109450128
You can't talk shit about another mans cock without proving your cock isn't also disgusting. Thems the rules.

>>109450077
>american society is bean destroyed right now
What, does it refuse to generate BBC content?

haven't tried the ref model yet, can it do audio + image -> video? i want to make some meme music videos

>>109450166
yes.

So now that we have minimax H3, We'll stop seeing the same 1 gen of
>Huge dick futa girl walking towards the camera
right??

Would be great if we could turn off audio gen to get some extra speed

>>109450184
noo dont summon him

>>109450184
Of course. Now we'll get
>huge dick futa girl girl walking towards the camera (extra high quality)

>>109449980
this arouses the mutt

>71s/it on euler
owchies OwO my pagefile
alright time to hit up shmebay to top up my ram. it's very light on vram it seems, 800x672 only hit 10gb/16gb. So going highres will probably be feasible.
UUUUGGHHHH another ((TWO MORE WEEKS)) situation my heart and dick can't TAKE IIITTT

>>109450185
audio uses barely any tokens, so at best you'd only shave off a couple of seconds, and that's with a high risk of losing quality

most of the 2d stuff I've seen so far of h3 looks kind of janking but the 3d stuff looks alright,
how are 3d models?

do you think it is possible somehow to input both first frame and reference image(s)? if i just tell it to use image 0 as a starting frame it's kind of deviating a lot from it.

File: 1785025185872100.mp4 (1.19 MB, 480x864)

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found minimax weakness. No matter what i do she keeps eating the ice stick instead of sucking it

LTX 2.3 comparison >>109449083

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>>109449870
>MINIMAX

>>109450269
what is last frame? you dumb mutt

>>109450269
Have you tried ending the video with the same image so it will loop? (ideally)

why doesn't this use negative prompts..??

>>109450298
use case for negative prompts?

The quality of porn this thing produces is astronomical for something without loras, it can do complex poses and realistic movement too.

>>109450298
Replace basic guider with cfg guider and report your results

>>109450313
(adult woman:-1)

>>109450325
I guarantee you're on a list somewhere.

>>109450298
CFG1 increases the speed. Here's a wrong explanation: usually what happens is that the positive prompt gens an image, and a negative prompt gens an image, and the image you see is the positive with the negative subtracted. With no negative prompts, you gen twice as fast, at the cost of having no negative prompt. When a model is set up with way, there are sometimes way to get around it, so wait and see.

>>109450313
(niggers:-100)

I am constantly ooming with a 3090 on 0.4 megapixels or taking like 100s/it are you all owners of like 5090s

>>109449980
i will post this on R/grokporn and make people waste their gens

>>109450340
why is my 3060 faster than your 3090?
I'm getting 10s/it

>>109450340
I'm using a 3090 and have not OOM not once yet and I've gen'd at 0.5

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>>109450213

So, with Minimax out, BFL is truly and utterly dead, there's no way there model is better, and it will also be censored to pieces.

>>109450351
It's petty but this release makes me feel really good about all the Grok nerfs. You cannot tell people what they do or do not want.

>>109450269
you can just give it a reference clip of someone sucking one

>>109450371
It really is amazing the degree to which everyone in AI insists on shooting themselves in the foot. It feels like just yesterday Emad was having a melty over how unsafe SD1.5 was, and now look where we are.

>>109450370
Bless Mod North for firing him.

>>109450371
I love how China keeps cucking them and each showing you can basically have an uncensored model and the world still doesn't melt down. Krea is the perfect balance too because it's "censored" but easy to bypass.

1-2 step h3 lora when

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>>109450294
>>109450297
Tried it. Still failed

>>109450395
I only download the I2V models

H3 tells me it's pretty much guaranteed that within the next 5 years we'll be able to gen full length porn vids at home in under a minute.

What a time to be alive....

>>109450466
we truly do live during the best era

>>109450466
>h3 tells me that suddenly local hardware will stop being shit!!
4 years later you're still on a 4090

Newfag here, how do I use this stuff?

>>109450466
>full length porn vids at home in under a minute.
Boring. Give me realtime custom VR/AR

RTX5070Ti poor here.
MiniMax H3 surprisingly usable, albeit at lower resolution. Far better than LTX and quite possibly better than wan2.2

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>>109449703

so can you do video extend with this thing?

>>109450466
No I think it's more like 20 years, these new models are 128 GB+ VRAM beasts. SOTA LLMs require a TB.

>>109450486
>Newfag here, how do I use this stuff?
Unironically ask google's AI mode

>>109449543
why does the OP still have references to wan2.2 and ltx?

https://files.catbox.moe/ere9el.mp4

>>109450466
>within the next 5 years we'll be able to gen full length porn vids at home in under a minute.
we could already be doing this if we weren't stuck with hardware that's nearly a decade old

>>109450340
5080 here and I'm struggling with the ref model specifically (in that 90s per it even on .4mp too). Not sure what I'm doing wrong other than maybe lacking system ram but 32gb should be enough to survive. Does sage attention really matter that much

File: i_00255_.png (1.1 MB, 768x1376)

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just woke up, do we have a more efficient/faster workflow for Minimax yet?

>>109450358
how long are you goin for? I can do 2s but not 5s

>>109450466
>within the next 5 years we'll be able to gen full length porn vids at home in under a minute
lmfao come on man
we've been sitting on WAN for years, now we got the hot new thing and it's just slightly better and it can still only do like 15 seconds
5 years from now we'll be lucky if we can make a 1 minute video and it'll only take 20mins to gen on a 7080 or whatever

>>109450540
That's not the worse trade, the benefit of these models are they make less mistakes so 20 minutes for 1 minute is doable and it's unrealistic to think you can one-shot a 20 minute video, in real life you don't even one-shot single 30 second takes. Real productions have scripts, storyboards and often multiple takes.

>>109450516
I've gone up to 6s

>>109450540
bruh, think outside the box, a movie is a compilation of clips, you probably are so lazy that you are going to prompt a whole movie and think is going to be good just like that

>>109450591
on image to video? Weird I can't do it, or only at 200s/it because I am doing it on an "empty" 3090 (my 2nd gpu)

make cinematic masterpiece 90 minutes long. no mistakes. add sexy girls and sex scenes and lots of fan service.

>try default comfy workflow for h3 + sage
>10s 0.4mp video, 24gb vram 64gb ram
>uses 22gb vram + offloads to RAM, almost maxing it out
wham am I doing wrong, Is there any argument I need to use?

>>109450597
bruh
this mfer said, and I quote "in under a minute"
what you're laying out vs what >>109450466
said are two entirely different things

There's already some pretty hot H3 stuff on civit. the future is bright.

>>109450603
28s/it for a 0.4MP 5s@24fps on a 3060 with 12GB VRAM and 96GB RAM. You are probably doing something wrong.

>>109450640
where do I find the h3 category? it's not on my lists

I'm trying to do a character swap in a video and even following the prompting guide I'm getting a kickback of the OG video in the result, I'm using ref2va so I'm not sure where I'm messing up

>>109450663
https://civitai.red/models/2821932/minimax?modelVersionId=3183239

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>>109450632
Still you don't know the future, pic rel. This is what we could gen in terms of video a little over 2 years ago.

Also you should not take everything literally and think what the message is really

>>109450664
I had the same issue. Sometimes I have to retry a dozen times for it to work correctly. Not sure why

So following the release of minmax, how close are we to sequential consistency? Will we still be alive when AI can maintain environmental, clothing, character consistency for original characters across several scenes?

Can it do handjob ?

File: MiniMax_H3_00052_noaudio.mp4 (1.86 MB, 672x928)

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it was an attempt

soijak: 0.4mp
gigachad: 0.6mp

File: video_wa_4mb.mp4 (1.36 MB, 1152x896)

1.36 MB MP4

https://litter.catbox.moe/adw5xsxxorwocbkj.mp4

>>109450710
real question is what CANT it do?

>>109450727
I am still testing, but I think the noisy output happens when you don't gen at 16:9.

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>>109450540
Video generation wasn't even a thing 5 years ago and many people were insisting it wouldn't be a thing for ages to come.
Making any predictions about AI and where it's going to be in 5 years is basically impossible.
But we do know it's advancing fast as fuck and has so far surprised everyone, especially in the local front.
It's better to make predictions more ambitious than conservative in this sector.

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>>109450739
>galaxybrain

>>109450493
Freckles are sexy

>>109450752
are you seriously quoting some retard? you do realize in this context you are the some retard right? saying we're not getting videos in our lifetime was retarded because even in SD 1.5 days we were able to bruteforce videos. The reality is both the image you posted and what you are predicting are completely baseless claims made by someone who is cluelessly ignorant.

>>109450752
That's embarrassing as fuck.

>>109450724
fix your aspect ratio

>>109450744
Sucking objects

>>109450752
>quoting random reddit comments like they're facts
fail

any new developments in the last 9 hours and 4 threads?

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Daaamn, it handles background people really well.

>>109450752
Even the hardware that can run flow logic and do in situ compute is possible in theory and would solve the GPU issue once and for all, it's just a matter of time.

>>109450788
MiniMax H3 Mem Eff Sage Attention Patch

>>109450797
had a goosey, I can't use latest sage I'm an ampere peasant

>>109450793
except the whole complexity is quadratic problem, feel free to calculate the requirements of the mythical one-shot make no mistakes 30 minute video

>>109450812
you dont need sage 3?

>>109450797
How do I into sageattention?

easycache leaves in too much artifacts in your gens right?

>>109450824
pip install sageattention

>>109450829
Can I use the comfy flag or do I need the node?

File: MM_00031_.mp4 (2.19 MB, 1152x640)

2.19 MB MP4

https://files.catbox.moe/f4qwnh.mp4

>>109450835
comfy uses the best attention it can find on startup, unless you tell it not to

>>109450821
>"look at me, look at me"
>"we are the animators now"

>>109450824
depends. on windows I think many just install the binaries https://github.com/woct0rdho/SageAttention/releases/ you need the ones for your cuda/torch

>>109450826
I don't use that shitty node.

>>109450797
LINK ?

>>109450826
not as noticeable at high res, and it's not worth using at low res that doesn't take too long anyway

>>109450849
>[INFO] EasyCache - skipped 7/20 steps (1.54x speedup).
B-But...

>[INFO] EasyCache - skipped 0/20 steps (1.00x speedup).
jej

>>109450854
GIT PULL KJ NODES
I
T

P
U
L
L

K
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Damn, I remember wan and ltx refusing to do a somalian muslim broodmother.

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https://github.com/kijai/ComfyUI-KJNodes

Why are Minmax gens so much fucking slower when you use Scale Image to Total Pixels? I'm only using it because I don't want stretching from the Resolution Selector.

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https://files.catbox.moe/4xabgo.mp4

>>109450874
depends on what the megapixels are set to. you did set it around 0.4~0.5 right?

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>>109450771

Yes I'm seriously quoting some retard, just like I'm going to quote you in a few years about how things totally aren't happening for years and years.
SD 1.5 outputting videos is at best a proof of concept, not actual video generation that was usable by any metric and people didn't treat it as such.
You might as well say that some university was able to put out a generated video in the late 80's so technically this has been a thing for ages.
Vid related was used as an example by the frontier about insanely good video generation and people said it wouldn't be available for local in years because it was so amazing.
This was in early 2024 and the hardware requirements for this were pretty damn high.
Yet now you can do better on your computer under a minute.
You and a lot of other people are severely underestimating the speed of AI progress and have the memory of a goldfish about how things were just few years ago.


>>109450784

It's about the general sentiment and based on those upvotes people agreed with him over the other guy.
And I do remember what folks were saying about video generation back then. It was considered a total pipe dream and this was a sentiment among a shitload of people.
Same way people have been screeching about robotics not happening for +100 years and look where we are now.
It's always funny that these masses seem to always disappear when those advancements do happen and they pretend they always knew things were just around the corner.

yall really need to ask an ai agent to build you a button to update your custom nodes, jfc.

>>109450824
I THINK you need "v2.2.0-windows.post6" installed and then use the node. But these sageattention fuckers are very fucking confusing as sageattention3 also exists and there is a global flag too that you don't need when using the node.

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>>109450894
allat

forgot to use MSI Afterburner to power limit my GPU and that shit was at 80C.close one

>>109450871
nice more Hitler gens plox

>>109450934
>>109450821
H3 is definitely the best video model for anime, hands down. I will admit it completely beats WAN/LTX for that.

>>109450944
I don't let mine go over 71C

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>>109450844
very dramatic miku noises
https://litter.catbox.moe/41rytkxnbbmn4knr.mp4

but yes, thanks to the combined autism and some skilled anons we're creating A R T

>>109450904
>>109450866
I don't have any shortage of vram I just wanna know if it will make my gens faster and not suffer in quality?
https://files.catbox.moe/de7kvc.mp4

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testing it on wan2gp

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>>109450952
Me either. With my 3090 limited to 80% usage, it never goes above 60C. Pic-related is current temp gen'ing with H3

how far can I push the res on a 5070 without the time being insanely long? like .6 and less that 10s?

Guys can we remove LTX from the next OP?

>>109450970
don't have a 5070 but going from 0.5 to 0.7 is 2x the time.

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>>109450946
I have to go to bed. It's been an amazing day. I fucking love h3.

>>109450944
you can set the undervolt profile as the default one when pc boots up

File: 1766400615207150.mp4 (2.03 MB, 640x960)

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>>109450970
Exactly 5 minutes with my 5070ti + 64gb of ram with .mp4 related settings.

Still wish i get rid of the choppyness a little bit though

>>109449666
ok nice bait, have a (You)

is it worth updatng from torch 2.10
last time I did it nuked comfy

>>109450964
I was going to try it out as well. Does it not allow you to manually set the resolution and number of frames?

yeah I need to disable zram and just use normal swap.

>>109450894
Okay I'm going to give you the technical breakdown of why you live in fantasyland. Let's assume a 50% more complex model than Minimax H3 since we still have a problem with base gen quality, then give a basic stat sheet of a computer than use that model and even generate a 5 minute clip.

Option 1:
15-second chunks, INT8/FP8, staged loading: 48–64 GB -- 1× 64–80 GB GPU -- Do you have a 6000 Pro? Going to predict they're going to be less than $8000 in 5 years? But in reality you better be planning on a 128 GB of VRAM or more. So will these videos be possible? Sure. But you're going to need a $25,000 computer and there's not a single suggestion that any of these components will be going down in price in the next 5 years and you'll be lucky of a 6090 isn't $5000 and only has 48 GB of VRAM.

>>109449876
>flux3 is coming
flux 3 won't do shit, Minimax can do porn out of the box, how can BFL compete they're too cucked as a company

>>109450951
seems to me like it's about the best for everything?

some outputs may be possible on the other models but even then you kind-of didn't have the possibility of as many references and an equally complex prompt to work with.

>>109451032
that's a very good question but I'm still excited to see
we already won, it'll either be garbage or good for something else

>>109450150
The thing is that they advertise 100% speed gains over sage2 on their huggingface. Although that's "kernel" speed. Maybe I'm just memory bandwidth limited.

>>109451041
I fucking know what's written in those thighs you bastard

>>109451032
even if it doesnt do porn im still interested to see how much it knows compared to h3

>>109451031
stfu, you can't predict the future, whatever blabber head cannon you have of reality isn't certain

>>109451034
can't say for sure yet until we can train the model and make loras for it.

>>109450874
Just decrease megapixels.

It took me until today to realize the benefit of measuring things in megapixels. Basically: it makes your input resolution irrelevant, so regardless if your input image is 5000x5000 or 1280x720 or 720x1280, you can resize them all to 0.4 megapixels and it'll invent a new resolution that retains their aspect ratio and take the same length of time to generate.

Is minimax the new hotness?

>>109450742
>https://litter.catbox.moe/adw5xsxxorwocbkj.mp4
you guys have to stop using littlerbox, the links dies quickly after, I can't see it :(

>>109451062
Actually I can predict the next 5 years pretty accurately and the trajectory is already pretty obvious. As a reminder SD 1.5 is 4 years old and we have 5 second videos with audio that requires a $2000 computer to realistically run. Your prediction is unrealistic, we'd be extremely lucky to have 30 second videos within the next 5 years and that's not an unrealistic prediction based on the literal facts how attention works.

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>tfw got 64gb ddr5 last year for $200
>looking at all these poor saps who are completely priced out today

>>109450872
>MinimaxH3MemoryEffici...
what? he's an employee of ComfyUi now, why can't he just make an official PR if he found some memory optimizations on H3

>>109451097
experimental stuff

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Can I make 'jakino with minimax?

>>109451097
because its experimental and not officially support yet(because it hasn't been tested enough)

>>109451031

At this point you're not talking about it being a technical limitation, but rather a financial one.
25k computer wouldn't even be that bad as far as hobbies go. If you're into photography then chances are you have spent at bare minimum that amount on a single camera body and couple of lenses.
Even total normies without hobbies buy cars all the time that cost more than that.
Computer hardware even at current prices isn't that expensive.
If you really want to penny pinch to just get a lot of memory, you can right now get yourself 160gb of VRAM for about 5 grand by stacking 5060 Ti's, which would be twice as fast as a DGX Spark so perfectly usable.

>>109450890
kek, animators are dead

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>>109448971
It's fine
>>109450493
Where can I get her lora

>>109451097
He said before that he experiments on his own repo before implementing the new fixes that don't conflict with the rest of comfy core later.

>>109451109
that was a rough one too. I'm pretty sure If I stop prompting like a tard I can get it to look even better

>>109451107
>m that amount on a single camera body and couple of lenses.
no lol, this is only the case if you're using insane 10k$ glass, most top tier lenses are ~800-2000$
I have a 5d mkiv and 5 or 6 L glass lenses and i think the total value is around 12k

minimax is the first video model that actually make my dick feel something.

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seems odd that it got her hair wrong

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>>109451095
yeah same I have two of these, I also have to just pray none of my shit breaks down

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>there was one spartacus sex scene I loved when growing up where a gladiator fucks some slave girl in front of a crowd reacting to it
>scene is sort of ruined by two gay looking dudes in the crowd watching
>now I'll be able to edit the scene with AI to replace them with hot women reacting

what a fucking time to be alive man

>>109451107
It is a technical limitation as my description is only for 15 second videos, so you need a $25,000 computer to make 15 second videos (maybe) in 5 years. Go to 30 seconds and the requirements quadruple. 80 GB -> 320 GB. So yes anon, you can technically run a SOTA model like Kimi, if you have a million dollar server cluster and a power grid contract.

I really don't understand how dynamic vram works. I always had it disablefd but I let it be on to run H3. 3090 + 64gb ram, 1.1mp @ 13s and I am getting 207s/it. vram is only at 17/24gb used during inference, ram is at 39/64gb usage. I have --disable-pinned-memory --vram-headroom 1 flags set so why isn't it using more vram? How can you even tell what/how much is being offloaded? When I was first genning earlier it was using all my vram, now it's not and idk why. Really annoying how comfy feels like a black box you can't control when the whole point of nodes is to be able to control and tweak everything.

>>109451129
same, with Wan and LTX you always knew it was an AI video, something was always off, with H3 it can look so natural you wouldn't notice shit if no one told you it was made by an AI model

>>109450890
>>109451109
holy shit how does it do the voices that well

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Its exactly looks like the golden days of Grok all over again.... But Local.

Still had its downsides though

>>109451130
thats just ash cross dressing

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>>109451137
>I have --disable-pinned-memory --vram-headroom 1 flags set so why isn't it using more vram?
same, it's leaving 5gb of headroom even though I only specified for 1, and I'm pretty sure that what I'm rendering is using way more than 19gb of vram, same thing for the ram it doesn't use much of it, that's so weird

>>109451134
If in situ compute hardware becomes a thing, you won't be needing a +10k setup to run huge models locally.

>>109451031
>15-second chunks
how is that a bad thing? old movies were 10-15 second cuts, modern movies are ~5 seconds.
you don't need a continuous 3 hour long shot.
image models are already kino and they run on a fucking toaster. in 5 years a budget gpu will be able to run h3 effortlessly.
we are basically at the point now where the only thing holding you back from genning god tier shit is your lack of ability.

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>>109451079
absolutely, it's so damn good. most people didn't even have time or compute to do anything more elaborate yet but it can go this far:

https://x.com/aimikoda/status/2083950091409273200

it also is good at basic prompts everyone obviously also will keep doing.

and it has fairly extensive knowledge of questionable/nsfw ... more than most other models really

>>109451149
I'm pretty sure if I attach an audio ref on the rtv workflow I can also guide the voice tone and have it be more japanese.

I know seedance you can get it to sound almost exactly like the character if you have an audio ref. not sure how good this is.

>>109451150
nice

it even knows pepe the frog out of the box, amazing
>>>/wsg/6207399
https://files.catbox.moe/sbca7n.mp4

it also knows Samuel L Jackson out of tbox, I swear to god people have to beg Minimax to make an image model, it would destroy everything out of the fucking water
>>>/wsg/6207387
https://files.catbox.moe/5pq3mm.webm

>>109451152
my workhorse card isn't driving my display and it's still only using 3/4 the capacity

>>109451169
Nice.

So its terms of performance of Gen time its : LTX >>> Minimax >>>>> Wan