>mfw Resource news

11/07/2026

>P-H3-Image pDMD 2-Step LoRA
https://huggingface.co/akhaliq/p-h3-image-pdmd-2step

>HyperFlow H3 Flash (14B)
https://huggingface.co/VideoRebirthAI/hyperflow-h3-flash

>gputaskman: An htop for what's inside your GPU
https://github.com/shanselman/gputaskman

11/06/2026

>HyperFlow H3 Flash
https://github.com/Video-Rebirth/hyperflow-h3-flash

>Pai v1.0.0: painting app with AI generation
https://github.com/g45t345rt/paiapp

>RelayVSR: Large-Small Model Collaboration for Efficient Real-World Video Super-Resolution
https://github.com/kopperx/RelayVSR
https://huggingface.co/Comfy-Org/RelayVSR

>MIKU: Material Invariance and Knowledge Unification for PBR Generation
https://github.com/DreamTechAI/MIKU

>TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing
https://lyricccco.github.io/tailsteer

>LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis
https://long-banana.com

>SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation
https://github.com/MR-Sherif/SD-LoRA.git

>Guidance Is a Field, Not a Scalar: Interval-Integrated Classifier-Free Guidance for One-Step Video Generation
https://github.com/YMlinfeng/AGAVE

>IDPrior: Decoupling Identity Generation from Facial Image Synthesis
https://github.com/fdbtrs/IDperturb

>EDGAR: Efficient Diffusion-Driven Gaussian Avatar Refinement via Synthetic Failure
https://kwanyun.github.io/edgar

>VA-TDM: A Unified View for Improving Few-Step Diffusion Models by Velocity Adversarial Distillation
https://luo-yihong.github.io/VA-TDM

>Context-Aware Autoregressive Image Generation for Emerging Reasoning Properties
https://github.com/Hpesojyjx/Saccades-AR

>Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models
https://github.com/MR-Sherif/JPTA.git

>ConvPE: Convolutional Position Embedding Improves Transformers
https://github.com/wzhagi/convpe

>mfw Research news

11/07/2026

>FlowRig: Unified Skeleton Generation for 3D and 4D Meshes via Flow Matching
https://tamu-visual-ai.github.io/FlowRig

>Computer Vision Applications for Art History: Reflections and paradigms for future research
https://arxiv.org/abs/2611.02649

>TaoMate-FVSR:Audio-Guided Facial Video Restoration
https://arxiv.org/abs/2611.03393

>Is This 3D Asset Usable? Beyond the Beauty Render for Asset Curation
https://rbz-99.github.io/is-this-3d-asset-usable

>UniCross3D: Unified Cross-View and Cross-Domain Diffusion for Consistent Single-Image 3D Generation
https://arxiv.org/abs/2611.02631

>OmniOPD: Stable On-Policy Distillation for Joint Audio-Video Generation
https://arxiv.org/abs/2611.02803

>What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting
https://arxiv.org/abs/2611.04164

>FlowTranslator: Training-Free In-Image Machine Translation with Flow-Based Editing
https://arxiv.org/abs/2611.04303

>EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL
https://arxiv.org/abs/2611.06518

>Unlocking the Potential of Contrastive Regularization for Diffusion Transformer Training
https://arxiv.org/abs/2611.02921

>FFMT: Frequency-Factorized Multi-Rate Tokenization for Music-to-Dance Generation
https://arxiv.org/abs/2611.07384

>Generator-Aligned Reward Modeling with Target-Aware Bounded Optimization for Visual Generation
https://arxiv.org/abs/2611.07648

>PTQ4SAM3: Semantics-Preserving Post-Training Quantization for Segment Anything Model 3
https://arxiv.org/abs/2611.06143

>Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching
https://arxiv.org/abs/2611.06422

>TRACEMARK: Editor-Aware Watermarking for User Attribution in Text-Guided Image Editing
https://arxiv.org/abs/2611.07632

>BISECT: Bilevel Spectral Decomposition for Low-Rank Continual Learning
https://arxiv.org/abs/2611.03574

>Scaling Laws for Multimodal Data Mixtures
https://arxiv.org/abs/2610.14423

i miss schizo anon

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a scene from a japanese horror film of the 1980s. it depicts an angry humanoid worm in hell. the imagery is strange and nightmarish. a very eerie scene. quite a creepy, unsettling, frightening perception. like a vivid, lucid, nightmare.

and negative:

illustration, artwork, sketch, flat, 2d, cute, pretty, attractive, beautiful, dull, bland

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>>110268986
reminds me of the creature at the end of the fly 2

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>>110269195

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Afternoon anons

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The burger on this one looks better.

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>>110269508
ga

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>>110269508
afternoon

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>>110269595
It does seem to have some hair. sus
ga

Looks like Arnold in Total Recal.

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>caught the thief

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the sexiest woman ever generated

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yep

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>>110270281
>here are the chromagirl production offices, you can tell we take pride in our work

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>>110270297
she is an icon

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>>110270338
nonsensical but very cool aesthetic

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>>110270470
>nonsensical
it's called *surreal*, debo.
gawd!

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>>110270765
right right, my b
i do surreal stuff all the time honestly

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chromagirl, now on gameboy
>is that a third leg or are you just happy to see me?

desu i have chromagirl poster fatigue
literally the same thing(s) but with different skin(s)

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>go to any ai-general on 4chins
>it's the same people posting the same waifus in the same style every day
>they're all the same centered portraits with emphasis on [body part]
>"but sometimes they have TWO waifus! and they may be lewd! and it's funny because i recognize them and get the reference!" thinks the monkey
>but that guy that changes styles, themes, setups, secondary (and tertiary) characters, settings, and everything else (except the girl), he is tiresome tho
such is life

>>110270909
your gens are like super mario bros romhacks that just change the graphics. they're all just "superhero woman fighting group of fantastic creatures in a drug-trip environment"

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i would tell you to filter/close tab/get your eyes checked/touch grass
but i wont

>>110270934
you also just post way too many of them. at least you only do it in one thread

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>>110270885
you dont have an eye for art

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must suck to be unable to avoid things you dont want to see, on a screen, in your own hands

>>110270985
well enjoy being one of two people in this thread posting things nobody looks at i guess

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mfw lost another fan
such is life

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>>110271030
as if he'd ever leave. he can't help himself

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>>110271039
one can hope

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>>110271517
this seems to be a specific series lol. also that pose is tea

It's only that the compositions lack any thing different.
It's small minions in differing flavors. Large minions in differing flavors. The girl... in differing flavors.
it's spam, like mountain dew changing flavors
it's still spam, curated even

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>>110271539
it keeps the fans happy as you can see

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how do you fix this?
its one of the custom nodes but i have like hundreds and i dont know which one

>>110271617
fix what

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fix deez nuts

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gn all

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>>110271704
see ya space cowboy

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bumpy

i miss schizo anon

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how i feel

>>110273803
is that a good feel

Such a pathetic, worthless thread

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>>110273803
iktf

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kromoss fails the lightsaber test

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Morning anons

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>>110275207
gm

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>>110275164
I remember reading about early star wars concept had storm troopers wielding lightsabers and shields

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>>110275207
gm

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>>110275240
the scene in TFA where finn (ex stormtrooper) has a lightsaber duel with a stormtrooper using some kind of anti-lightsaber melee weapon showed how incredibly lame this idea woulda been

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So what's the meta model these days? Moss or Kreatwo?

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>>110276085
krea is cleaner, more reliable, and higher quality. moss is unfiltered and more capable of execution but harder to work with as a result

>>110276102
>cleaner, more reliable
What does that mean, exactly?

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>>110276114
kind of like it has a built in refiner. outputs will have a higher average of quality and coherence. the trade-off is you lose some creativity and prompt adherence

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>>110276131
you are following the guidelines right?
https://github.com/OpenMOSS/MOSS-Image/blob/main/USERGUIDE.md#prompt-guidelines
with the caveat that the dmd2 lora lets you use less steps with less/more cfg

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>>110276395
>you are following the guidelines right?
no, i never bothered to learn what moss actually wants. I was gonna plug in an enhancer node but it didn't work and I gave up. but everything I said about moss is still true

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>>110276440
i dont disagree. i think krea2 is more api tuned (meaning a certain expectation of particular aesthetic "cleanliness") and moss is more raw stuff which i prefer. it was hard to force krea2 to do certain things, and moss just throws it out, so yeah, more care if you're looking for a specific thing is needed. but if you let it go nuts, it's beautiful to see.

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>>110276246
had harry with the wrong crest

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ugh
i totally forgot it's back to waging tomorrow

does the purple wizard poster still come here?

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>>110278804
the curse can only be subdued, never cured

>>110279057
no :(

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new
>>110279119
>>110279119

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fin