>mfw Resource news

07/26/2026

>Prompt Architect Pro: Uses local Ollama LLMs to analyze raw texts and images
https://github.com/lololerigolo60/Prompt-architect

07/25/2026

>Aozora Trainer: Memory-efficient fine-tuning toolkit for SDXL and ANIMA
https://github.com/Hysocs/Aozora_Trainer

>Mage-Flow repackaged model files for ComfyUI
https://huggingface.co/Comfy-Org/Mage-Flow

>LoRA Dataset Studio: one-tab workbench for the whole LoRA lifecycle
https://github.com/perfectgf/lora-dataset-studio#everything-it-does

>Open Letter: Open Weights and American AI Leadership
https://www.microsoft.com/en-us/corporate-responsibility/topics/open-weight

07/24/2026

>SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation
https://nvlabs.github.io/Sana/Video2

>JoyAI-Echo x LTX-2.3 — echoVid + ltxAud surgical merge
https://huggingface.co/joeygambino/joyai-echo-ltx23-echoVid-ltxAud-surgical

>Open Dreamer: Open-source Dreamer world-model implementation in JAX
https://github.com/next-state/open-dreamer

>NVIDIA Qwen-Image-Flash
https://huggingface.co/nvidia/Qwen-Image-Flash

>Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning
https://www.vision.caltech.edu/psp

>Spectral Transformation for Layer-wise Global Rank Discovery in Federated LoRA for Vision Transformers
https://github.com/DASS-Lab-Group/SpecTraL

>SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion
https://github.com/0answer0/SlerpFlow

>Explainable Deepfake Detection Challenge
https://github.com/Abhijeet8901/XPlainVerse-ACMChallenge

07/23/2026

>FLUX 3 - Real World Models: Towards Multimodal Flow Models
https://bfl.ai/blog/flux-3

>AISmith 3D — Local AI 3D Studio
https://github.com/intisarGIT/AISmith-3D

>HeadCast: Casting Attention Heads for Efficient Autoregressive VidGen
https://github.com/sjlgaga/HeadCast

>Self Gradient Forcing: Native Long Video Extrapolation
https://zhuang2002.github.io/SelfGradientForcing

stinky general

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>>109378753
lol

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>>109378781
not AI btw

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>>109378817
of course - kek

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>>109379323
he seems like he'd have some deep cutting salt of the earth wisdom. or a side quest

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gn all

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>>109380169
early to bed, early to rise
gn

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>>109379323
nice bark, framing.

G'night Anons,

Okay, I've been out of the game for a while. Is SDXL+lora still the standard go-to or has Anima eclipsed it entirely?

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>>109380406
what do you want to make?

>>109381972
Thank you for the page 10 nigbobump.

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gm
>>109379901
he's just chill

>>109380357
Stressful crossing there.

i miss schizo anon

>>109383254
you're always here, how come?

>>109383272
you're always here too

>>109383272
yeah he's very debo-esque

>>109383272
The wordlist spray shitter is very important for /sdg/
Otherwise /sdg/would fall off the catalogue daily (everyone else left for the real thread because they don't want to hang out with the unemployed loser named debo)

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gm

>>109384052
gm

>gm

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>>109384052
gm

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>>109384160
>mfw I want to slaughter the disgusting monkeybeast mobsters but I remember I'm a pacifist jedi

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>>109384269
>go on without me, i'm already done

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>>109384347
throwback to quokka eating all the ram

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>>109384387
lel

LMAO XD

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>>109384504
xd so random ><

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me on the right

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Morning anons

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>>109384781
gm

>gm

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>>109387129
>when you get a fresh haircut for school picture day

Do we have a LLM to backend comfyui pipeline yet?

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>>109387430
just vibe code it bro

>>109387474
I actually did at one point then it started to shit itself when came the time to add music.
So if my lazy ass did it obviously someone else would have done a full suite.

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>>109387606
are you talking about having an llm built-in to comfyui? that exists (built-in)
or are you talking about an mcp server/plugin for an llm to gen images via comfy's api? because that also exists, or you can vibecode a basic one where you just feed it a workflow to send to the comfy api
for the latter you may want to try /lmg/ since many of them already vibecoded their own

Where are you guys going to gain access to Seedance/Seedream?

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>>109389683
I know a guy

>>109379901
what model is this

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gn all

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>>109390162
krea2 turbo

>>109390176
gn

>>109390196
thanks

i miss schizo anon

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that supposed to be a cursor, I think

What's the best model for accurate on-style cartoon characters

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>>109393730
probably would be easy to get or make a lora for this. then the model doesn't matter too much. otherwise, it would probably depend on the specific style you're trying to (re)produce

>>109393814
ah so there's no good general models that are trained on a lot of cartoon styles that it can replicate?

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>>109394010
idk about "cartoon styles" exactly. there are definitely anime models like anima that are trained on a lot of anime styles and artists, which does a good job of reliable reproduction. and then generalist models like krea2 can easily do things like "simpsons style" or "family guy style". but generalist models might fumble the style more because theres a ton more stuff in the model than just cartoons.

its really gonna depend on what you're trying to do, honestly. a lora is just gonna be the most reliable approach most of the time

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Morning anons

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>>109394599
gm

>>109395825
Wow. This picture has dalaks, big daddies from BioShock and aquillas from WH40k in it. Very cool! This would would make a great wallpaper. I just with it didn't have the girl in the foreground.

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>>109396858
feel free to generate it the way you want

quite the stinker

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i dont know why its like this

i miss schizo anon

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you'll get a new thread soon. and you'll like it

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G'mornin Anons, have a great day!