[a / b / c / d / e / f / g / gif / h / hr / k / m / o / p / s / t / u / v / vg / vm / vmg / vr / vrpg / vst / w / wg] [i / ic] [r9k / s4s / vip] [cm / hm / lgbt / y] [3 / aco / adv / an / bant / biz / cgl / ck / co / diy / fa / fit / gd / hc / his / int / jp / lit / mlp / mu / n / news / out / po / pol / pw / qst / sci / soc / sp / tg / toy / trv / tv / vp / vt / wsg / wsr / x / xs] [Settings] [Search] [Mobile] [Home]
Board
Settings Mobile Home
/g/ - Technology

Name
Options
Comment
Verification
4chan Pass users can bypass this verification. [Learn More] [Login]
File
  • Please read the Rules and FAQ before posting.
  • You may highlight syntax and preserve whitespace by using [code] tags.

08/21/20New boards added: /vrpg/, /vmg/, /vst/ and /vm/
05/04/17New trial board added: /bant/ - International/Random
10/04/16New board for 4chan Pass users: /vip/ - Very Important Posts
[Hide] [Show All]


Janitor applications are now open. Apply here!


[Advertise on 4chan]


File: autocollage 3.jpg (409 KB, 1719x1663)
409 KB JPG
Quick bake edition

Discussion and Development of Local Image and Video Models

Previous: >>108908381

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/tdrussell/diffusion-pipe
https://github.com/kohya-ss/sd-scripts
https://github.com/kohya-ss/musubi-tuner

>Z
https://huggingface.co/Tongyi-MAI/Z-Image

>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>Wan
https://github.com/Wan-Video/Wan2.2

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Illustrious
https://rentry.org/comfyui_guide_1girl

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/b/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Jumpscared by my own gen while looking through everything to make the collage >>108914064 (middle right)

That was a good one, I think that was Flux. Feeding a blurry into Flux img2img was like jailbreaking it
>>
Blessed thread of frenship
>>
>>108914471
>Feeding a blurry into Flux img2img was like jailbreaking it
arguably the greatest technique for authentic non generated looking images. i remember when you first shared the details, it was so much fun to play around with.
>>
Prompt me.

Required:
>your 1girl
>art style
Optional:
>pose/action
>>
>>108914509
You know the drill.

Laura Kinney (x-23)
line art
sweat dripping, contrapposto
>>
>>108914522
1girl, {kasumi \(doa\), dead or alive, brown eyes, brown hair, long hair, ponytail, medium breasts|momiji \(ninja gaiden\), ninja gaiden, lips, brown eyes, black hair, long hair, ponytail, high ponytail, medium breasts|ayane \(doa\), dead or alive, red eyes, purple hair, short hair, medium breasts, headband}, , slender, (toned:0.8), {flat color, no lineart, , murata yuusuke|by kiriyama taichi, watercolor (medium), traditional media, pink background|by iizuki tasuku, beach background, ocean, blue background}, white lace thong leotard, sleeveless, covered nipples, transparent clothing, navel, , cameltoe, thighhighs, , {fighting pose, fighting stance, dynamic pose|seductive pose, seductive smile, erotic pose|pinup pose|contrapposto, adjusting hair|victory pose}, japanese armor, {seductive smile|smile|naughty face|ninja mask|smug smile} , {side view, from side|dynamic angle|rear view, from behind, ass, back cutout|dutch angle, dynamic angle|rear view, from behind, anus peek, from below}, candid, vambraces, kuji-in, kunoichi, knife sheath, kunai , thigh strap
>>
>>108914509
Harley Quinn
Kamitora
Holding her fat revolver suggestively
>>
>>108914509
Shannen Doherty circa 1989
pulp fantasy art
sitting on a washing machine and enjoying the vibrations
>>
>>108914530
I'm so glad I no longer prompt like this holy fuck
>>
>>108914544
I'm retarded and prefer the {|} wildcard style
>>
>>108914550
I'm crazy about dat {|} because I am a heterosexual male!!!
>>
>>108914550
clean up those errant commas at least. sdxl is dumb enough to not care but it does affect modern models desu desu
>>
>>108914555
nice tripps, yup and now I'm going to go out for a beer to watch Vegas sweep
>>
>>108914562
I'm getting better at housekeeping
>>
really you all should just give up prompting its pointless to try to get as good as me you should just give up you will never reach my level of kinosovl
>>
>>108914573
Why do all Zeldaniggers always do degenerate modern Zelda style. They never do big forehead OoT Zelda (best Zelda)
>>
>>108914594
>>>/v/739608363
>>
File: ComfyUI_Anima_01202_.png (748 KB, 1024x1472)
748 KB PNG
>>
>mfw Resource news

05/26/2026

>Bonsai Image · Ternary 4B — Unpacked FP16 Safetensors
https://huggingface.co/prism-ml/bonsai-image-ternary-4B-unpacked

>Anima Turbo LoRA [Official]
https://civitai.com/models/2560840/anima-turbo-lora

>Comfyui-Anima-Regional-Conditioning
https://github.com/Sen-sou/Comfyui-Anima-Regional-Conditioning

>HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing
https://github.com/1059684669/HoloFair

>Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection
https://github.com/Amamiya-C/PROBE-AIGI-Detection

>4KLSDB: A Large-Scale Dataset for 4K Image Restoration and Generation
https://4klsdb.github.io

>Trajectory-Consistent Calibration for Cache-Accelerated Diffusion Models
https://github.com/NJUDeepEngine/TCC

>Beyond Generative Priors: Minority Sampling with JEPA-Guided Diffusion
https://github.com/soobin-um/jepa-guidance

>Adversarial Orthogonal Disentanglement for LVLM Hallucination Mitigation
https://github.com/Hunter-Wrynn/AOD

>Adversarial Error Correction for Visual Autoregressive Generation
https://github.com/bijiw515/AID-VAR

>RunPod AI Hub Launcher
https://github.com/katzenvater52-cloud/RunPod-AI-Hub-Launcher

>Anima TrainFlow: One-page LoRA trainer for Anima 2B
https://github.com/ThetaCursed/Anima-TrainFlow

05/25/2026

>PiD: High-Resolution Latent Decoding with Pixel Diffusion
https://research.nvidia.com/labs/sil/projects/pid

>ComfyUI custom node for NVIDIA PiD
https://github.com/Merserk/ComfyUI-PiD

>One-Forcing: Towards Stable One-Step Autoregressive Video Generation
https://aurora-edu.github.io/one-forcing

>Composing People Together: Iterative Pose-Image Generation for Multi-Person Interaction Scenes
https://cornell-vailab.github.io/PeopleComposer

>DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation
https://github.com/jessica-hujie/DFSAttn

>SCOPE: Simulating Cross-game Operations in Playable Environments
https://z2tong.github.io/SCOPE
>>
>mfw Research news

05/26/2026

>AI-T2I: Aggregating-and-Isolating Cross-Attention to Diffusion Models for Text-to-Image Synthesis
https://arxiv.org/abs/2605.25763

>PixelWizard: Towards Efficient High-Fidelity Video Generation at Ultra-Large Spatial Resolution
https://arxiv.org/abs/2605.25801

>Injecting Image Guidance into Text-Conditioned Diffusion Models at Inference
https://arxiv.org/abs/2605.25191

>BFS: Back-to-Front Layered Image Synthesis via Knowledge Transfer
https://arxiv.org/abs/2605.24894

>Vision-Language Binding in In-Context Image Generation
https://arxiv.org/abs/2605.24624

>Where Concept Erasure Should Occur: Concept-Layer Alignment in Text-to-Video Diffusion Models
https://arxiv.org/abs/2605.25941

>StreamChar: Long-Horizon Streaming Character Audio-Video Generation with Decoupled Orchestration
https://arxiv.org/abs/2605.25659

>Rethinking Scribble-Guided Image Editing: Generalization, Instruction Adherence, and Multi-Tasking
https://arxiv.org/abs/2605.25568

>Concept Unlearning via Cross-Attention Activation Projection for Diffusion Models
https://arxiv.org/abs/2605.25765

>CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation
https://arxiv.org/abs/2605.25378

>DyCoRM: Dynamic Criterion-Aware Reward Modeling for Text-to-Image Generation
https://arxiv.org/abs/2605.25876

>Inference-Time Alignment of Diffusion Models via Trust-Region Iterative Twisted Sequential Monte Carlo
https://arxiv.org/abs/2605.25123

>Towards Anatomically Plausible Human Image Generation via Synthetic Localized Preferences
https://arxiv.org/abs/2605.25759

>DRM: Diffusion-based Reward Model With Step-wise Guidance
https://arxiv.org/abs/2605.25661

>Guess the Unified Model: How Much Can We Recover from Generated Images?
https://arxiv.org/abs/2605.25254

>ERNIE-Image Technical Report
https://arxiv.org/abs/2605.25347

>LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence
https://arxiv.org/abs/2605.25979
>>
>>108914728
>>108914734
fuck off debo
>>
>>108914462
Thank you for baking this thread, anon
>>108914488
Thank you for blessing this thread, anon
>>
>>108914728
>>108914734
Why do you post here wtf? Go back to your splinter general thread schizo
>>
>>108914728
>>108914734
thanks!
>>
>>108914535
>Kamitora
>kami_tora
>less than 100 img on danbooru
man...
>>
is that link spammer the same guy that was also spamming "research" in the old tortoise tts threads? i'm surprised he's still going
>>
>>108914874
Ccome on, it can't be that few. He's a great old artist, I enjoyed tons of his pics. There's a bunch of galleries on exhentai.
>>
>>108914905
>it can't be that few.
it is unfortunately. only one lora for it exists on civitai and its pony. im almost tempted to train one for anima because it is a nice kino style.
>>
File: 1731490054683.png (7 KB, 282x114)
7 KB PNG
>>108914947
>it is
Nuh-uh. I won't bet this one has it all, so all the galleries would have to be downloaded anyway, and deduped.
>>
>>108914962
on danbooru yes there are only 116 imgs and a number are locked anyway so its even less look for yourself https://danbooru.donmai.us/artists/9739

but just looking at a few of his imgs on exhentai im already dreading having to look at and then prune all the hermaphrodite ones...
>>
>>108914990
Fine, fine, I was more dismissive of your singular choice of an art source, if anything.
>>
File: 1759077003509534.png (1.59 MB, 1408x2112)
1.59 MB PNG
>>



[Advertise on 4chan]

Delete Post: [File Only] Style:
[Disable Mobile View / Use Desktop Site]

[Enable Mobile View / Use Mobile Site]

All trademarks and copyrights on this page are owned by their respective parties. Images uploaded are the responsibility of the Poster. Comments are owned by the Poster.