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>mfw Resource news

04/14/2026

>Nucleus-Image Released
https://huggingface.co/NucleusAI/Nucleus-Image

>ERNIE-Image: Text-to-image generation model built on a single-stream Diffusion Transformer
https://huggingface.co/baidu/ERNIE-Image

>Danbooru Dataset Filter: High-Speed Metadata Explorer for AI Training
https://github.com/ThetaCursed/Danbooru-Dataset-Filter

>ChatGPT will praise the mood and 'bedroom/DIY texture' of fart sounds pulled from YouTube
https://www.pcgamer.com/software/ai/chatgpt-will-praise-the-mood-and-bedroom-diy-texture-of-fart-sounds-pulled-from-youtube

>RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details
https://limuloo.github.io/RefineAnything

>Long-Horizon Streaming Video Generation via Hybrid Attention with Decoupled Distillation
https://github.com/leeruibin/hybrid-forcing

>Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models
https://jinnh.github.io/E-Bridge

>FashionMV: Product-Level Composed Image Retrieval with Multi-View Fashion Data
https://github.com/yuandaxia2001/FashionMV

>Degradation-Aware and Structure-Preserving Diffusion for Real-World Image Super-Resolution
https://github.com/jiyang0315/DASP-SR.git

04/13/2026

>LTX 2.3 Distilled v1.1
https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-22b-distilled-1.1.safetensors

>UniCom: Unified Multimodal Modeling via Compressed Continuous Semantic Representations
https://huggingface.co/tencent/Unicom-Unified-Multimodal-Modeling-via-Compressed-Continuous-Semantic-Representations

>CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation
https://catalogstitch.github.io

>Realizing Immersive Volumetric Video: A Multimodal Framework for 6-DoF VR Engagement
https://github.com/Metaverse-AI-Lab-THU/ImViD

>Seeing is Believing: Robust Vision-Guided Cross-Modal Prompt Learning under Label Noise
https://github.com/gezbww/Vis_Prompt

>mfw Research news

04/14/2026

>EditCrafter: Tuning-free High-Resolution Image Editing via Pretrained Diffusion Model
https://editcrafter.github.io

>VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation
https://arxiv.org/abs/2604.10127

>FineEdit: Fine-Grained Image Edit with Bounding Box Guidance
https://arxiv.org/abs/2604.10954

>AIM-Bench: Benchmarking and Improving Affective Image Manipulation via Fine-Grained Hierarchical Control
https://arxiv.org/abs/2604.10454

>Continuous Adversarial Flow Models
https://arxiv.org/abs/2604.11521

>OmniScript: Towards Audio-Visual Script Generation for Long-Form Cinematic Video
https://arcomniscript.github.io

>Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation
https://arxiv.org/abs/2604.10837

>Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression
https://arxiv.org/abs/2604.10546

>Rethinking the Diffusion Model from a Langevin Perspective
https://arxiv.org/abs/2604.10465

>Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding
https://arxiv.org/abs/2604.11177

>SVD-Prune: Training-Free Token Pruning For Efficient Vision-Language Models
https://arxiv.org/abs/2604.11530

>Revisiting Compositionality in Dual-Encoder Vision-Language Models: The Role of Inference
https://arxiv.org/abs/2604.11496

>LDEPrompt: Layer-importance guided Dual Expandable Prompt Pool for Pre-trained Model-based Class-Incremental Learning
https://arxiv.org/abs/2604.11091

>Agentic Video Generation: From Text to Executable Event Graphs via Tool-Constrained LLM Planning
https://arxiv.org/abs/2604.10383

>Omnimodal Dataset Distillation via High-order Proxy Alignment
https://arxiv.org/abs/2604.10666

>What Users Leave Unsaid: Under-Specified Queries Limit Vision-Language Models
https://arxiv.org/abs/2601.06165

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>>108606832
>ERNIE-image
repackaged by comfy. idk why these research guys insist on splitting models
https://huggingface.co/Comfy-Org/ERNIE-Image/tree/main

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>>108606847
use plebians can't understand the genius of the academic's mind

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just in time for me to gn

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>>108607113
gn!

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Anything wrong with leaving sd.webui running on my desktop for multiple hours a day?
Like, not generating anything, just on.

Am I gonna kill my GPU doing that or something?

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>>108608161
if it's just on it's not using gpu (other than maybe keeping the model loaded)
if your gpu temp shows idle levels it's fine, i leave mine on overnight all the time with models loaded

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when they're out of bananas

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>Connection error.

i miss schizo anon

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can't post

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>>108609833
it sometimes posts and still give the error
also refresh after post helps now and then lol

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Morning anons
This one came out much better

>gm

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>>108609886
gm

I switched to Linux and I swear Comfyui runs twice as fast as it used to. Why?

>>108610468
because windows sucks lol

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imagine being an imageboard site but no one can post images lol

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>>108610771
my AI would have fixed this 24 hours ago

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>>108610795
vibe coding caused this problem
vibe coding will surely get us out

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>>108610805
exactly
I could have fixed this problem and introduced 3 more by now

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huh...test #2

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triangular behavior
https://suno.com/s/vpPP5K32ax2RIga2
https://youtu.be/qOHqtvdaRvw

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we back?

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>>108612481
trying to think if i've ever seen you post anything this close to lewd before lol

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>>108612614
you've made similar remarks in the past so I must have
actually, I had a character a while ago, lily (short for lilith ofc) who I had to stop genning cuz she was too lewd
debo's mom, actually. debo has a sister too that I genned for a bit, sugi. SUccubus GIrl, ofc. she was tame. I imagined the lore was that she didn't actually want to be a succubus (or the stereotype at least) and she resented her mom for being too succubus (even though lily would moreso be the queen of the demons than a class of demon)
I think dena is in the debo cinematic universe somehow but never quite figured out the connection
there was an idea for an anti-villain, DIVINEMAN, but the character design turned out to mostly just look like god, and I never evolved it

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>>108612670
what's the hit rate on her coverin those bazookas?

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>>108612688
its pretty random. wildcard + llm refine = could be anything

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this one is surprisingly well behaved, only maybe 1 in 20 are nippley. i've had some that just can't help themselves even with all my cope "NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY NO NUDITY"

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>>108611176
I like when they have eyeballs for faces

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>>108612773
its pretty rare. that's the only one out of the ~700 that got genned, and i even weirded it up hunting for a cover for that triangular song

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>>108612814
thats just as good. maximum variety achieved

Neeeeeeeeeeeeeeeeerrrrrrrrdddddddssssssss
(Bloody Cloudflare again moment)

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>>108612844
they're more repetitive than you'd think, i just only post the most interesting ones. anyway, nice chattin, i'm headin to bed. gn!

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>>108612876
no u!

>>108612891
gn

i miss schizo anon

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gm

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>>108614252
gm

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Morning anons
Finally got the jester hat right

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>>108616291
gm, nice hat
addicted to balatro?

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>>108616606
For now, yeah

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>>108616291
>>108616636
isnt he supposed to look sad?

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everything is going better than expected.

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>>108616753
>my nemesis, the red laser dot, has ignited my fighting spirit and will finally be ended by my demonic speed and rage

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>>108616788
good news!

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>>108616743
I tried that at first but quokkas always come out happy so I just gave up

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another day in paradise

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>>108616797
It really is.

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i need to lay off the weed man

>>108619082
what makes you think like that after being here for about 2 years posting wordlist soup?

>>108619300
exactly, stoner.

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>>108619082
why?

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>>108619960
shit's getting whack
gn all

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>>108620022
elephant gettin' jacked
gn

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suppose i should make something out of this, or at least spin it off