>mfw Resource news

09/12/2026

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

>h3 studio: Local web control surface for h3.c — native MiniMax-H3 video/audio inference on Apple Silicon
https://github.com/janishar/h3c-studio

09/11/2026

>ComfyUI-VDN-H3-24GB
https://github.com/Speach1sdef178/ComfyUI-VDN-H3-24GB

>LTX-2.5 22B IC-LoRA Reference Sheet Control
https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Ingredients#ltx-25-22b-ic-lora-reference-sheet-control

>FastH3-Live v1.2.0 update
https://huggingface.co/datasets/jacokon/fasth3-live

>MiniMax-H3-Image-Training-Adapter
https://huggingface.co/circlestone-labs/MiniMax-H3-Image-Training-Adapter

>TaoMate-H3: Low-latency streaming audio-video generation runtime built on MiniMax H3
https://github.com/TaoLiveAIGC/TaoMate-H3

>FrameForge Motion Context Video Editor for ComfyUIR
https://github.com/spacesimeco-hue/Chain-Motion-AI-Video-Editor

>From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models
https://huggingface.co/datasets/KlingTeam/VWG-Bench

>Uncertainty DMD: Restoring Diversity in Few-Step Autoregressive Video Distillation
https://scdzx.github.io/Uncertainty-DMD

>A Multi-View and Confusion-Guided Ensemble Framework for Robust Synthetic Image Attribution
https://github.com/ZOMIN28/SIA

>FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation
https://github.com/msu-video-group/freeflow

>World in World: Explore the World with World Models
https://chenxi-song.github.io/worldinworld

>OmniKVQuant: KV Cache Quantization for Omni-LLMs
https://github.com/kaistmm/OmniKVQuant

>BSAI-MiniMAX-H3-Prompt
https://github.com/xm6018924/BSAI-MiniMAX-H3-Prompt

>ComfyUI Native Yue2
https://huggingface.co/Comfy-Org/Yue2

09/10/2026

>Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models
https://github.com/Metecade/Object-Dependent-Concept-Brittleness

>mfw Research news

09/12/2026

>HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA
https://arxiv.org/abs/2609.11236

>PhysWeep: Does a Video Generator Realize the Physics You Ask For?
https://arxiv.org/abs/2609.06207

>Counterfactual Tests for Measuring Chain-of-Thought Faithfulness in Visual Language Models
https://arxiv.org/abs/2609.06704

>BEFORE THE FLIP: Measuring Hidden Score Shifts In Quantized Vision Language Models Before The Answer Changes for Visual Question Answering
https://arxiv.org/abs/2609.06922

>RGB Input Pipelines: Throughput, GPU Memory, and Transformation Coverage
https://arxiv.org/abs/2609.06635

>An emancipatory vision for designing (generative) AI for learner flourishing
https://arxiv.org/abs/2609.07715

>Beyond Benchmarks: Using VLMs to Reveal Systematic Classification Failures Under Real World Conditions
https://arxiv.org/abs/2609.11126

>Reason Through the Latent! Making Latent Visual Reasoning Necessary
https://arxiv.org/abs/2609.06746

>CONDUIT: A Unified Residual-Stream Restoration Framework for KV Cache Reuse in Vision-Language Models
https://arxiv.org/abs/2609.05821

>MM-SVGEdit: A Multimodal-Driven SVG Editing for UI Design
https://arxiv.org/abs/2609.06116

>Meta-Learning for Classifier Selection in Image Datasets: A Feature-Driven Framework for Accuracy Prediction
https://arxiv.org/abs/2609.11041

>Your Model Already Knows Don't Teach It, Learn to Ask It: Soft Prompting for Few-Shot Adaptation of Vision-Language Models
https://arxiv.org/abs/2609.11310

>Improving Spatial-Temporal Reasoning in Video-Language Models with Structured Video Prompting
https://arxiv.org/abs/2608.28666

>Learning to Predict Middle-Layer Attention in MLLMs for Visual Token Pruning
https://arxiv.org/abs/2608.06411

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>>109802314
>>Krea 2 Turbo — 2-Step Distillation LoRA
>https://huggingface.co/lvladikov/Krea2-Turbo-Distill-2step-LoRA
could be worth checking out to reduce gen times

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>>109802337
>distilling a turbo model
for desperate vramlets maybe

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>>109802337
i'll try it

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seems, unsurprisingly, not ideal. oh well

poop'in rn

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>>109802791
heh

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probably used it wrong, just used lora loader between the model and the ksampler, maybe was meant to use the lora loader with clip in and output, idk.

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>>109802917
how much faster is it?

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>>109803175
like 5 minutes vs 18 minutes

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G'evenin Anons,

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>>109803363
hello
hope you're having a chill weekend

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>>109803397
Nice, gong by quick as usual! :/

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>>109803418
tell me about it. blink and its all over

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hmmm left or right
>right is more accurate to the prompt

>>109803258
that's pretty good

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>>109803547
I like the composition of right now. idk if its fair to compare tho because they're so different

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>>109803556
>idk if its fair to compare tho because they're so different
true, one if "art" focused and (right) is "photorealism" focused
and this is the one i usually use (kroma0.2)

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>>109803619
what happened to her body lol

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>>109803637
some models just cant handle my prompts, here's another

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>>109803648
shes so smug about her feet moving independently

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>>109804257
this reminds me, that there's some stupid Suno "challenge" discord engagement bait to make a song out of an image and i'm thinkin a chromagirl might well be the best substrate i could find. i can't wait to see what kind of song this turns out to be lol

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>>109804369
if chromagirl wins the engagement bait, you have to split the winnings

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>>109804369
>>109804385
noncanon doujin or fanservice
i expect a large share of the prize

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>>109804385
>>109804406
i think they give out credits and "exposure" via some playlist. but u know how it goes with suno shit, the slop lords always win.

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>>109804437
you have to slopmaxx

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>>109804444
too much artistic integrity, not a jeeted bone in my body

anyway, i'm calling it "remain calm"

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>>109804448
you should use one of your illumati fat booty girls lel

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>>109804475
like the old school 1.5 ones?

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>>109804524
the ones made of ascii type style

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time to crash
gn all

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>>109804565
with a little luck, tomorrow chromagirl will be suno famous

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>>109804565
gn

Flux video when?

i miss schizo anon

>>109806324
Censored shit

What kind of effect does the turbo lora have on h3 gens?

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/ldg/ rapefugee checking in.

>>109806241
A proper collage one, hopefully.

How does spectrum differ from lightx2v?

When are we getting a better editing model than Klein?

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happy bunday anon

>>109806781
kek

>>109806844
Prooompt?

Fellas... what is the difference between stable diffusion and local diffusion threads?

On another note, you guys think anima is good enough to switch yet? I hear it lacks in loras compared to illustrious and ive been wanting to gen a grotesque monster with a *huge* cock.

By the way, what is even the advantage of anima? I keep seeing those models that expand it saying its to better their natural language understanding, but i thought anima already had better natural language understanding than illustrious?

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>>109806915
'image type: ultra high resolution archival scan of artwork.
artwork style: expressionism.
style subtype: shin-hanga.
style subtype: romanticism.
artwork subject: nun holding rabbit.
artwork setting: cathedral.
artwork detail: hyperdetailed, intricate.
artwork lighting: lucid, pellucid, stark contrast.
artwork color: oversaturated, chromatic aberration.
artwork perspective: claustrophobic, oblique.
artwork optics: soft-focus, fine grain.
artwork composition: asymmetric, cluttered, off-center.
artwork texture: degraded, analog, print artifact.
artwork atmosphere: hazy, particulate, oppressive.
artwork medium: halftone, screentone, transfer print.
artwork motion: frozen, static, suspended.'

>>109807032
>Fellas... what is the difference between stable diffusion and local diffusion threads?

This is the original Diffusion thread created 3 years ago, jelly non Artists created LDG as a safe space from Actors here.Original flav is always better.

>>109807104
Ah... alright. I always feel weird where to post because both are about local gen right?

Anyway, what do you think of anima vs illustrious?

>>109807093
Thanks, anon, but WTF is that prompt format?

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>>109808205
my dumb system. have been trying to un-dumb it.

>>109807919
What's the deal with you and gibbons, anon?

>>109808215
What's dumb about it? Does it work? 'Cause if it does it's not.

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>>109808227
I know lots of people who work who are also dumb

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>>109808227
i like gibbons
dumb as far as being superfluous.
revised prompt to:
image: ultra high resolution archival scan of artwork.
style: expressionism.
style: shin-hanga.
style: hard-edged gradients, airbrush artwork.
subject: portrait of girl dressed as rabbit.
setting: garden, rain.
detail: high.
lighting: vivid, high contrast.
color: saturated.
optics: soft-focus, fine grain.
composition: off.
texture: paper texture.
atmosphere: hazy.

man, i am kinda new at this so i wanted to use neo over comfy but everyone uses comfy so all tutorials and workflows are there. Will i seriously have to learn all these nodes?

>open /sdg/
>nigbo is still shitting on employed people

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>>109808529
yea. the forge uis aren't well maintained afaik

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>>109808685
>>109808820
cute

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Morning anons

>gm

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>>109809184
gm

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>>109809184
gm

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>>109809184
morning

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Beachposting

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>>109811042
very nice

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>undervolt gpu
>gens are faster now
who would've thought
in fact everything's faster now

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>>109812261
extrapolating on the data, if you set voltage to 0, you'll unlock maximum speed

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>>109812422
you might be on to something

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gn all

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>>109812762
gn

>>109802301
Anyone have the go-to basic setup for someone that has a 3090? I'm new to this

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>>109813119
how basic is basic? comfyui works out of the box but takes a while to learn
card doesn't really matter so long as its nvidia. windows is a lot easier than linux. try following the guides in the OP and see if you get stuck anywhere

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gm

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>>109814373
good morning

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>>109814373
>>109814421
G'mornin Anons, have a great day!

i miss schizo anon

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>>109815351
>>109815351
>>109815351