Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109333154https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbo>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>LTX-2.3https://huggingface.co/collections/Lightricks/ltx-23>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>only 6 gens in the collage
strict collage, ballsy but i respect it
report in case some people missedhttps://xcancel.com/robrombach/status/2079679239847047480https://bfl.ai/models/flux-3https://web.archive.org/web/20260721205530/https://bfl.ai/models/flux-3
>>109335782baker likes QUALITY over quantity.
>>109335771>>>/g/nohunogrofor getting away from trashy humans and anime and furries.
>>109335799faggot ass thread
It sure looks like Fluxthey keep traumatizing that poor model
>>109335791>multimodalOh come on dude!
>Krea job adWhat we offer:Visa support (STEM OPT, OPT, H-1B, O-1, E-3).Immigration and visasOwn immigration end to end. A meaningful portion of our team is international and this isn't a peripheral task — it's core to how we hire.Manage active visa cases (H-1B, O-1, E-3, TN, STEM OPT extensions) in partnership with outside counsel: timelines, filings, status tracking, employee communication.Represent Krea externally
>>109335748Is your ignorance bliss? It doesn't seem like it... Look at the filename of some of the collages. You will notice a certain pattern with some of them, they start with "highlights", those are the userscript ones. However, current breads collage is different as you can tell from both the name and the colored border. This anon made his own personal collage thingy. There is one other difference related to how they're laid out but I'll let you figure that out yourself. Enjoy me dispensing all thos knowledge unto you, for I shan't do it again anytime soon.
>>109335829in other words, krea is a fully indian model.it's just not for us white folks, we gotta step down huh?
>mfw Resource news07/21/2026>HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancementhttps://yiyangcai.github.io/homie-page.github.io>ShotPlan: Cinematic Video Generation with Learnable Planning Tokenhttps://pensioner-11.github.io/ShotPlan>DA-MergeLoRA: Hypernetwork-Based LoRA Merging for Few-Shot Test-Time Domain Adaptationhttps://github.com/nahbois4321/DA-MergeLoRA>PhysAgent: Reflective Agentic Physics Control for Physically Plausible Video Generationhttps://iapple233.github.io/PhysAgent>Simple Domain Generalization for Strong Pixel-Level Image Tampering Detection in Modern VLMshttps://github.com/VILA-Lab/PIXAR-DG>DepthART: Scaling Foundation Monocular Depth to Tiny Modelshttps://xuefeng-cvr.github.io/DepthART>Three-Body Scattering for Generative Modelinghttps://github.com/sp12138/TBSM>Searching for Task-Specific Vision Paths: Evolutionary Block Pruning Across Vision-Language Modelshttps://github.com/TarunTomar122/vision-pathways>Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledgehttps://qwen.ai/blog?id=qwen-image-3.0>Krea 2 Turbo LoRA Mergerhttps://github.com/Raxephion/Krea-2-Turbo-LoRA-Merger>Krea 2 WebUI: Local Gradio UI for Krea 2 Turbo, backed by a headless ComfyUI instancehttps://github.com/Raxephion/StormForge-Krea2-WebUI07/20/2026>Kandinsky5 Lite I2Vhttps://huggingface.co/kandinskylab/Kandinsky-5.0-I2V-Lite-5s>Cosmos 3: Omnimodal World Models for Physical AIhttps://huggingface.co/nvidia/Cosmos3-Edge>PE-Field 4D: Video Generation Models as Canvashttps://github.com/MTLab/PE-Field>StructGen: Disambiguating Multi-Reference Image Generation via Structured Context Modelinghttps://jianingpeng0382.github.io/StructGen>SlotMem: Character-Addressable Internal Memory for Narrative Long Video Generationhttps://github.com/YilaiLiu-HKU/SlotMem>Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editinghttps://github.com/idwts/Crayotter
>>109335829you should post this in /sdg/ too they all use krea2 over there
Krea is the white man model
>mfw Research news07/21/2026>MixDiffusion: Mixing Diffusion-based Uni-condition Text-to-Image Generation Models for Multi-condition Image Synthesishttps://arxiv.org/abs/2607.17634>FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicryhttps://arxiv.org/abs/2607.18227>When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generationhttps://arxiv.org/abs/2607.16947>Keyframe-Anchored Identity Preservation for Sequential-Action Video Generationhttps://arxiv.org/abs/2607.17985>Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Modelhttps://arxiv.org/abs/2607.16742>Pixel-Space Diffusion Transformershttps://arxiv.org/abs/2607.17585>Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolutionhttps://arxiv.org/abs/2607.17612>Test-Time Registers as Global Priors for Tokenized Image Generationhttps://arxiv.org/abs/2607.16824>Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Modelshttps://arxiv.org/abs/2607.16409>AGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Modelshttps://arxiv.org/abs/2607.17572>Semantic Color Naturalness Breaker: Preventing Illegitimate Colorization via Content-Aware Color Priorshttps://arxiv.org/abs/2607.17610>STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMshttps://arxiv.org/abs/2607.17140>The Art of Not Forgettinghttps://arxiv.org/abs/2607.17944>Do Vision Encoders Exhibit Human-like Color Thresholds?https://arxiv.org/abs/2607.16540
>>109335829your days are counted, Flux 3 will beat the shit out of you >>109335791
why are we excited for flux anyway? we all know they'll lobotomize the model for our safety before release just like they did with klein
>Slop gens in collage kek
>>109335847Yeah, but krea looks just like pony trash. So, it's expected, nobody there cares about /nohunogro/
>>109335869you will get in the next one
>>109335861I am using flux klein 9b base:>>109335658
>>109335872I don't produce slop
>>109335869i disagree with this bakers taste but im not the kinda fag to make a big fuss about
>>109335879i believe you
>>109335868for... 1girls? or porn? who gives a crap.
>>109335869I'm usually the first to call out slop gens, but none of the images in the collage are slop
>phoneposter faggollagei rest my case.
>>109335877Klein has been mogged and deprecated ever since Qwen Image 2. Local has not fully recovered, and it won't until we have an Edit model that's an on par with NBP/Qwen Image 2. The issue is that now they're on Qwen Image 3, even further ahead (GPT Image 2 tier).
>>109335880bakers need to do better>>109335885good
>>109335868>why are we excited for flux anyway?I am because they make decent edit models
>>109335845>>109335856Thanks for the news, anon~!
>>109335771hey why did you leave me out? i made the 1girl last thread
>>109335907:)
>>109335893I don't know what that zoomer stuff means. I don't have tattoos, and, basically, I'm a sensitive artist type who doesn't smoke weed or whatever your kind does, and so on.
>>109335901>i don't post slop! and then you post slop, i appreciate your humor.
>>109335903I have yet to find another model that edits things as well as flux2 while not mangling up the rest of the image.
retarded trash.>>1093359011girl trash>>1093359101girl trash>>1093359121girl trash
>>109335920sorry i'm tired today
>still posting slopimagine
for me its flux 3(im martin scorcese btw)
>>109335939you need to fix your workflow, the hair and textiles in your gens is fucked up.
>>109335890Lel>>109335901Why don't you show them how it's done? Nut up or shut up
>>109335791>https://xcancel.com/robrombach/status/2079679239847047480what? looks like some Wan 2.2 tier AI videos, are they really proud of this?
>>109335958>impling crea2 can do better
>>109335925flux klein is an edit model so far as making basic edits like changing clothing or whatever, but it totally fails at keeping the character likeness when changing the sceneim not asking for nbp level editing but i at least don't want it to produce total fucking slop just by making the character change their expression
>>109335970a glance at the op image would imply that it can/does do better than that, yes.
The general consensus is that Krea2 is the best model atm
>>109335990only good images in OP are made with ideogram
>>109335994>The general consensus is that Krea2 is the best model atm*Z-image turbo, sorry for the typo
>>109336002which ones are made with ideogram?
>>109335994For everything that's not strictly anime unless you have loras for every single booru artist desu. Anima is still top for that.
>>109335994>no candid natural colors>no details>generic lookgrim
>>109335994looks like ass, not a big fan of Krea but it can do better than that
>>109336005surely they'll release the edit model because of flux3 right?
>>109335994It's not even as good as Klein
>>109336017I think they abandonned the project all together, they're focusing on Qwen Image 3.0 now
>>109336031https://qwen.ai/blog?id=qwen-image-3.0damn, not bad at all, sad that they left us now that they know how to make decent models
>>109336048its only local until its good
>draft
>>109336048>1girl standing>white shirt>hands hiddenwow nice showcase, earrings are melted tho and the hair is kinda dry
>>109336089there's not much humans on their showcase, there's that I guess lol
>>109336048What is going on here?
>>109336105is that actually in their showcase?
>chinks obsessing over brownsare the jews funding china?
>>109336048does she really have 4 toes? not sure>>109336111yeah, look at their sitehttps://qwen.ai/blog?id=qwen-image-3.0
>>109336105tfw she axe me if i be making nudes of her with ai
>>109336089White men don't need more than 1girl, big boobs, asian.
>>109336048>van gogh's hand is realisticholy slop
>>109336126This is the first time I have seen someone post a Krea image that isn't ultra grainy garbage. Hair still shit tho
>>109336118what the fuck is that monstrosity on her ear? the hair is also dry and completely fucked, as if they trained it off zit outputs or something
>>109336148>noise sloplet me guess they trained this shit on gpt image 2.0 right? kek
>anons who never look at real women commenting on how realistic a woman's hair lookskek
I don't know if I prefer pure turbo over raw+full strength turbo lora
>>109336165Even accepting your premise you understand that anybody with a mirror can go look at their own hair right now right?Or look at hair in real pics for comparison?
>>109336007if you can't tell you're ngmi
>>109336165we all know you're a chinese shill. no need to make it any more obvious
>>109335943>>109335854can you post the catbox for this please.
>>109336165hair in krea generally looks pretty shit
>>109336165>he wants to be around real human parasites (women)loooooooool
>>109336174>raw+full strength turbo lorawouldnt that defeat the purpose of using raw if the turbo lora is at 1
>>109336183Ikr
>>109336184it behaves differently from pure turbo tho
where is my teenage jennifer connolly in her underwear
>>109336207in my bed
>>109336199post comparison from krea2turbo vs raw+turbo lora:1, same seed/prompt/etc
>>109335912catbox?
>>109336181I can't cuz I'm scared of getting doxxed
>>109336214nah
>>109336221then fuck off
>>109336153immersex
>>109336227nah
>>109336213did she at least wrap her legs and arms around you while you were on top ejaculating deep inside her while she whispered i love you into your ear
>>109336248Great image, this is Collage material for sure.
>>109336232no, she had a headache
>>109336248slop
>>109336232yeah while my boy Jamal was hittin it from the backepic brofist moment
>>109335791>flux videowonder if they will be stupid like alibaba or smart like ltx studio
>>109335943That image is way too close to porn for a SFW general. Jerk off before posting stuff here, this is not even funny at this point.
>>109336289Shut the fuck up idiot
>>109336289>this isYou would say "it's" or "it is". What you wrote doesn't sound correct to native speakers.
>>109336289>Jerk off before posting stuff hereyou mean, while posting stuff here?
>>109336304English as third language, not my problem
> 2+2channel gets ultimately b8-ed again
>>109336304Just because it isn't your own Kentuckian or some other backwater dialect doesn't mean it's not correct.
>>109336218how the hell can you get doxxed from a workflow??
>>109336333metadata and hex editor
>>109336314>>109336328You're saying you communicate equally as poor with the other two? Ouch...
>>109336289back to red- oh wait even r/sd predditors arent this gay. lol.
>>109336346there's nothing in a comfy json that reveals anything personal unless you put it there.
>>109336307No, like I said before, this anon seems to be jerking off while posting here. Those images are borderline porn and I don't get the point or the transgression of it. Posting that in a SFW general just seems dumb, boomerish or late 80s millenial kind of edgy.
>>109336354?
>>109336364damn if only there was some way you could bring the post to the attention of site staff if you believe its breaking rules
>>109336327I hope they do a paper on /g/ (obviously with heavy mentions of ldg) like they did with /b/
>>109336382was my maths equation too hard for you to understand uncle
>>109336376Cute as fuck Can you show her in lingerie
>>109336376impregnation
>>109336393she looks overtly promiscuous , if you catch my meaning.
can someone ring Debo because we need some >actual< gens in this shitter
>>109336435This is borderline ridiculous. Nobody would go to a random ass forest in a cosplay just to take a selfie of oneself.
>>109336376More?
time to start the training amalia (wakfu) lora krea2. might do Evangelyne next or just do deborah from under the witch. gotta do what nobody's willing to do, sad state of affairs with of local scene.
>>109336472be sure to grab screenshots from that one zone animation as well
>>109336444>has never been to a ren faire in his entire life while ive been smashing on chicks that look just like this as an old nerdy dude in a wizard robe with a gangly beardbro youre ngmi if you dont do something different with your life, this might be ai but im telling you that this isnt something that doesnt exist, and its significantly more prevalent than youre aware
>>109336480didn't start it yet, what are you talking about? i stopped rewatching at episode 13 of season 1. share youtube link if you may. this lora is dedicated to a her younger apperance
>>109336486so now your wizard robe is just a costume while the anon you're replying to is a real wizard. sad
>>109336472NO NO NO THIS IS ALL WRONG. YOU DO NOT CAPTION EVERY SINGLE DETAIL ABOUT THE IMAGE STOP DOING THIS!
>>109336503its porn, i think i might actually still have it somewhere on an old hard drive. think it was just called wakfuck or something?
ALSO WHY ARE YOU USING BOORU TAGS FOR A NATURAL LANGUAGE MODEL
>>109336514don't bother anon, they never learn.
COPILOT is now working again, apparently the problem was not technical. I have successfully installed AI image software and downloaded Qwen Image 2512.
>>109336518>its pornthe character is 13 years old
>>109336549Legal in France
>>109336549my penis doesnt care
>>109336553Due to some sort of subconscious identifier in my brain I can tell that this one comes from a lower income family - based on her face. The other one comes from a wealthier family. I wonder why we can detect these things.
>>109336549and
>>109336518forget about it, maybe on a second attempt. i think i know what your talking about. >>109336514post me a gofile or catbox of your own lora then i will consider you idea of captioning valid.
>>109336572I can detect you're a faggot
>>109336553Wow, so original, so inspirational. Guess I will share something I like now too.
>>109336597wow, is that actually ai?
>>109336568no shot that doesn't make it in the collage.
>>109336597i think your upload fucked up or something the bottom isnt loading
>>109336601an indian isn't standing in front of it taking a selfie so it's probably ai.
>>109336605Its fucked cause it's not a real gen
>>109336604yeah because the people who make the collages are literal jeets from cititai
>>109336604depends on whos baking :-)
>>109336601Yeah, krea 2 is solid on trains, tried Flying Scotsman, Big Boy, and even my own Mallard LoRA and every result came out accurate.
>>109336625im sure youll get featured in the faggollage at some point anon no need to pout >>109336597>foamer is also a catty little bitch unsurprising
>>109336561cool
>>109336629we have evolved from 1girl and have entered into the era of 1train posting.what a time to be alive.
>>109336605Yeah, the original archive weighs 30mb and I compressed t0 jpg online.>>109336619And you not a real woman. Cope.
Why did anon pick this specific general to host his sperg outs? He doesn't even contribute in a meaningful way outside of shitting on everything and crying every thread.
>1train, fresh paint, (steam:1), riding on track facing viewer,fucking SOVL
>>109336668mad cuz bad. simple as.
:)
>>109336668because he feels this thread slighted him in some way and he is jealous this is the place where industry insiders lurk and post
>>109335791>Comfy Approvesyeah why not>vicc from Krea approvesthat's surprising, maybe he's confident enough that Krea 2 will still stay on top kek
my kinos are way too goodi do not want them to be included in the sloppolage
>>109336718i'll throw a fit if that isn't front and center for the next bake.
wheres that early ai pic of the anime girl who is a train with massive breasts anon knows which one im talking about
>>109336730this sounds kino af
>>109336693Comfy releases Ligma7 support.
>>109336693The surprising part is you browsing Twitter and screencapping local model news (lol, get a life), and you somehow know the names and Twitter handles of local model devs off the top of your head (lol2, get a life2).
Where can one find more spicy loras such as violence/gore? Do I really have to train it myself?
>>109336648>da train is kaming downde trak
>>109336777>wow you know two names your memory is so goodthanks I guess?
>>109336693>>Comfy ApprovesYou mean to say ComfyOrg not necessarily Comfy himself.
does forge neo properly support coom video models? i don't want to spaghetti while gooning
>>109336782you have to train yourself. nobody wants to take the legal risk of releasing a lora which could be used for naughty deeds. popular platforms also delist such loras for the same concerns.
>>109336782Weird, I thought local models were supposed to be uncensored? Guess not, huh, who would've thought.
>>109336806>nobody wants to take the legal risk of releasing a lora which could be used for naughty deeds. point to the american law that states you cannot generate gore
I hate this episode.
>>109336472
>>109336668Because porn addicts have no self control
>>109336915Delete this abomination.
kinos where
>>109336970homo
>>109336915>>109336983Die
>>109336417I got you king
>>109337003slop
>>109337005/sdg/ too dead again? lmao
>>109336472what are you using to caption?
>>109337005slop
>>109337005what's it gonna take for you to stay in /sdg/
>>109337063what it's gonna take for you to stop instigating flame wars?
>>109337005Can you be an unemployed loser somewhere else pleaseYou're not welcome in /ldg/
