Discussion and Development of Local Image and Video ModelsPrevious: >>108835005https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUIre/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneoSD.Next: https://github.com/vladmandic/sdnextWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://civitai.comhttps://civitaiarchive.com/https://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>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/>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>Illustrioushttps://rentry.org/comfyui_guide_1girl>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>>>/r/realistic+parody>>>/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
>24 hours passed since yeterday>239 NEW LORAS FOR ANIMA in civitAInuts for a brand new model
>>108838376>>108838079>595 LORAS FOR ILLUSTRIOUS+NOOBAI + PONYV6Why are you not impartial? Illustrious is still winning
Anon this is the anima thread
>inb4 n*gbo
>>108838481he's coming to give you a compiled list of news you'll never read and you WILL enjoy it while you hide it.
it it over for local or is local saved
>>108838484it's over for you. hang it up and just drop already.
>mfw Resource news05/16/2026>ComfyUI-Mesh Icarus & Daedalus: Split a diffusion model across two GPUshttps://github.com/shootthesound/comfyui-mesh>Pixal3D-ComfyUIhttps://github.com/Saganaki22/Pixal3D-ComfyUI>ArXiv to Ban Researchers for a Year if They Submit AI Slophttps://www.404media.co/new-arxiv-rules-ai-generated-papers-ban05/15/2026>Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generationhttps://github.com/thu-ml/Causal-Forcing>EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generationhttps://catherine-r-he.github.io/EntityBench>ClickRemoval: An Interactive Open-Source Tool for Object Removal in Diffusion Modelshttps://github.com/zld-make/ClickRemoval>Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Videohttps://yyfz.github.io/warp-as-history>RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPOhttps://yanzuo.lu/raven>Image Restoration via Diffusion Models with Dynamic Resolutionhttps://github.com/StarNextDay/SubDAPS.git>Does Synthetic Layered Design Data Benefit Layered Design Decomposition?https://github.com/YangHaolin0526/SynLayers>InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generationhttps://github.com/LeapLabTHU/InsightTok>ComfyUI-AsymFlowhttps://github.com/CanFromEarth/ComfyUI-Klein9B-AsymFlow>Microsoft Lens: 3.8B parameter T2I model. Available in RL-tuned and fast 4-step Lens-Turbohttps://huggingface.co/microsoft/Lenshttps://huggingface.co/microsoft/Lens-Turbo>snwy/SD1.5-DALLE-2https://huggingface.co/snwy/SD1.5-DALLE-2/tree/main>stable-diffusion-webui-codex v0.3.0-betahttps://github.com/sangoi-exe/stable-diffusion-webui-codex05/14/2026>Anima base v1.0 releasedhttps://huggingface.co/circlestone-labs/Anima>TrackCraft3R: Repurposing Video DiT for Dense 3D Trackinghttps://cvlab-kaist.github.io/TrackCraft3r
>mfw Research news05/16/2026>LatentHDR: Decoupling Exposure from Diffusion via Conditional Latent-to-Latent Mapping for Text/Image-to-Panoramic HDRhttps://arxiv.org/abs/2605.11115>Probing into Camera Control of Video Modelshttps://arxiv.org/abs/2605.14815>ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion Modelshttps://arxiv.org/abs/2605.11435>ImageAttributionBench: How Far Are We from Generalizable Attribution?https://arxiv.org/abs/2605.12967>Improving Diffusion Posterior Samplers with Lagged Temporal Corrections for Image Restorationhttps://arxiv.org/abs/2605.12573>OTT-Vid: Optimal Transport Temporal Token Compression for Video Large Language Modelshttps://arxiv.org/abs/2605.11803>Fast Image Super-Resolution via Consistency Rectified Flowhttps://arxiv.org/abs/2605.12377>Learning to Align Generative Appearance Priors for Fine-grained Image Retrievalhttps://arxiv.org/abs/2605.09859>Venus-DeFakerOne: Unified Fake Image Detection & Localizationhttps://arxiv.org/abs/2605.14091>Leveraging Multimodal Large Language Models for All-in-One Image Restoration via a Mixture of Frequency Expertshttps://arxiv.org/abs/2605.11444>TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignmenthttps://arxiv.org/abs/2605.10983>The Truth Lies Somewhere in the Middle (of the Generated Tokens)https://arxiv.org/abs/2605.09969>Unlocking Compositional Generalization in Continual Few-Shot Learninghttps://arxiv.org/abs/2605.11710>Rigel3D: Rig-aware Latents for Animation-Ready 3D Asset Generationhttps://arxiv.org/abs/2605.13129>EchoPrune: Interpreting Redundancy as Temporal Echoes for Efficient VideoLLMshttps://arxiv.org/abs/2605.10050>GRIP-VLM: Group-Relative Importance Pruning for Efficient Vision-Language Modelshttps://arxiv.org/abs/2605.13375>LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adaptershttps://arxiv.org/abs/2605.13163
Why is Ani shitting his diapes so much recently?
Kill ani in real life, intercept him on his daily route and stab him multiple times with murderous intent
Convince me to care about loss curves and regularization datasets.
>>108838540You really should care about loss curves and regularization datasets.
Need a Kazuma Kaneko lora for Anima, did anyone make one yet? You can get highres scans of his art here:>https://archive.org/details/VeskScans2024
>>108838550Tag it first
>>108838550>>https://archive.org/details/VeskScans2024That's quite the archive, anon.
https://huggingface.co/TencentARC/Pixal3DIs 3D gen in doable in comfy?
1girl
what model(s) would be ideal to create kind of surreal, uncanny, dreamlike backroom images similar to these in vibe/appearance? (just images, not videos). I really like the aesthetic/dream quality, but I haven't been keeping up with image gen and don't really want to try a bunch experimenting
>>108838894search for liminal loras and use whatever model it is for
>>108838915thanks senpai, I'll give that a shot
>>108838743yes
any way to force the fan to spin hard from a WSL script?
>>108838950yes
>>108838992something like : "spinfan 10" . Spins fan for ten seconds.
who is the most obscure artist you've created a lora for, anon?
Qwem image edit keeps getting stuck in ksampler. No freeze, no crash, no gpu stress, no error message. What could it be?
>>108839073engagement status? lol, where do you think you are, loser? this is a shilling shithole. don't you remember the state of this general days before Anima base dropped? it'll die again after this weekend.
>>108839142what workflow? default or some civit monstrosity?
>>108839174Default and a couple of others I found on the internet. All of them have the same problem.
>>108839184Does terminal say something? Try to make a separate comfy install and run it from there.
>>108839073schizo twitter artists with less than a couple hundred followers
>>108839190terminal gets stuck at 'Requested to load QwenImage' and nothing else >Try to make a separate comfy install and run it from thereI'll give it a shot. Thanks.
>>108838550Pick out a set of like 100 meaningful images in that set and reupload it somewhere and I'll caption it and make a lora.
>>108839312Nta but that is too kind
>>108839312do you have a guide for captioning stuff?
>>108839387I just use an LLM to do it, give it the image and ask it to describe the image. I use a local instance of koboldcpp with gemma 4 and a tool I vibe coded that loops over all image in a folder and sends them to koboldcpp with a prompt to describe the image. Takes like 15 seconds per image.
>>108839438That's pretty cool, did you up the tool somewhere? I'm too stupid to fix the vibe coding I've gotten out of it.
>>108839447Nah I haven't uploaded it, maybe https://github.com/jhc13/taggui will work? Haven't looked at that in a while.
>>108839148oh hello sharty, home you're smell as bad as always
>>108839438Oh, but my LoRA is for SDXL. Will you still help me? Or are you a paid Anima shill promoting the model by helping anons make LoRAs? Because that is very shady behavior!
anime website
>>108839312Why don't you help anons make loras for MUGEN or Chenkin, Mr.Kind Soul?
>>108839485it's actually a loli website
>>108838502>>108838508thanks!
>>108839312I want to make a lora for neta lumina, would you help me, mr anon? ^^
Forget it.
Why are there so many trolls here?
>deblessed
This is a new way of shilling a model. How low can /ldg/ get when paid shills show up offering free compute for training loras for Anima? This is unacceptable. Jannies need to do something, that doesn't happen even on Discord.
>>108838550>>https://archive.org/details/VeskScans2024Any more like this but for other artists?
i am not impressed by anima.
>>108839550No free compute 4U
>>108839348Nah, it's probably just tdrusell connected to a ComfyCloud GPU through an API handing out free compute remnant from his training. Like perfume sellers giving out free samples, except here they’re handing out loras. Kinda pathetic desu.
>>108839519It's likely just one mentally ill schizo.
>>108839622I don't even know who is who anymore
is AI still capable of making creepy horrors or has it been completely animeifyd?
So I've been building a list of artists for anima, but using the peak danbooru score for an image with their artist tag to rank them. Anybody do anything similarly autistic for building tier lists?
>>108839729>is AI still capable of making creepy horrors or has it been completely animeifyd?yes
>>108839729>is AI still capable of making creepy horrors or has it been completely animeifyd?no
>>108839788>>108839794>>108839797your images are so insanely noisy and hard to look at please fucking stop spamming
>>108839815>>108839808>>108839806>>108839797>>108839794>>108839788>>108839780These look like shit. Hiding mistakes with extreme amounts of retarded detail in all the wrong places. Kill yourself d*bo.
>>108839622one or two sharteen, they enjoy doing this shit 24/7
>>108839805>>108839821post gen
>>108839837stop fucking spamming you retard we don't want to see your entire fucking gen folder
>>108839851>>108839821>>108839805If it was Anima you would be clapping like a seal. But since it’s not a ComfyOrg model, suddenly it’s “spam” and “noise.” Meanwhile this board’s been drowning in Eva, DBZ, and 2B Anima spam for 2 straight days and none of you say shit.
>>10883991399% of the gens in this thread right now is one dudes (d*bo)point towards the anime spam I don't see it right now.
>>108839917Past threads since Anima released
>>108839922sure, a bunch of DIFFERENT people posting their uninspired gens is the same thing as one dude spamming the same prompt with a randomizer on it over and over is totally the same thing. fuck right off with that shit.
>>108839938first gen was like 4 hours ago, >>108838672 are you going to compare tiny 4 hours from the same anon after almost 60 hours of pure anima spam, and noy only gens but comments??
>anti-anima out of nowhere
This is how you can tell anima is "good enough"
>>108839729
>>108839913>>108839922Anima base just came out like 2 days ago so of course there's some hype around it retard. This thread will be back to it's dead pace in no time and then you can go back to being the overwhelming majority of posts with your insane trolling.
>>108840049Curious, from my point of view you are the shillers and trolls who won't leave /ldg/ at peace.
>>108840049NTA but hype about what? When Z Image or Klein or any of the 50 Chromas released I didn't spam /ldg/ for three days with gens of Seinfeld, Game of Thrones or offer anons free compute to train their lora of Doctor Who.
>>108840098
stop crying lilbro
>>108840129Leave him alone, he can't a detailer or inpaint in anima
>>108840098The female Truman Show?
>>108840137inpainting works with https://github.com/lquesada/ComfyUI-Inpaint-CropAndStitch im just lazy right now
>>108840129spoopy
Can Anima do hands properly now?
>>108838550There's 400 kazuma kaneko images up on danbooru and the @kazuma kaneko artist prompt changes the image, is the built in anima style bad or did you not try it?
>>108840297It can be pretty bad sometimes.
>>108840335Melted eyes>>108840152Melted eyes and faceInpainting and details don't work in Anima. In SDXL I could zoom into any gen and it had depth and sharpness. If I generated a brick wall and did hires fix in SDXL, the result was a brick wall with more molecular details like an 8k photo. Anima doesn't have that. In Anima, I give it a brick wall and apply hires fix, and what changes is the arrangement, size, and shape of the bricks, not the quality and details of the bricks themselves.
>>108840297it's MUCH better than sdxl but it's still far from perfect
>>108840335Try fixing the eyes and lips and adding depth with Anima without Anima changing the entire eyes and lips section
>>108840152The same for you, this is the kind of quality that Anima brings you. If you want that face but more polished, you can't. You have to use SDXL for that.
its wild to see people so mindbroken from genning AI images that every minor issue with eyes and hands is seen as a catastrophic failure, meanwhile many celebrated artists often leave eyes and hands only partially resolved on purpose
>>108840375>>108840365Now that I look closely, Anima is a shit model if it can't refine like SDXL. Thanks for sharing anon, something seemed off to me when I saw Anima gens, and now it's clear that it's the lack of being able to refine the gen.
behold, the perfect anima faceplease, hold your applause
>>108840351>>108840365>>108840375>>108840389cry more lol
damn anima can make ultra kino
Since Anima took about 4 months from preview to release I expect just as long that anon will be seething about it.
>>108840389SDXL couldn't get those details at that resolution to save its life kek. Post your own gen I know you won't.
>>108840496oh this is SDXL (illustrious) btw, i've not considered really moving to anima yet
didnt askdont car
>>108838550were you really unable to gather just 100 of your favorite images from that archive so anon could train a lora for you?
>>108840523yeah, we could tell by the generic composition and "1girl, bikini"
>>108840496>>108840523And obviously no, you are a professional genner Ayakon, you never felt limited by what these casuals who open ComfyUI once a week say.>>108840517I would love to, but I don't post anime in non anime generals!
>>108840385Haha anon, the strokes left to free will by illustrators are totally different from this >>108840365And from this >>108840375I highly doubt that if I were an artist I would leave that lip as a mess on purpose along with that eye which is just the red pupil, or the elf's face with that senseless luminosity on the nose and the whole facial area poorly done
>>108840385AI artists are more artistic than anti ai artists confirmed.
>>108840038kino
>>108840365
>>108840669also it's literally a 2 min fix so i went with whatever seemed closer without bothering to refine italso also i don't know what artist you're using and i don't care. it's impossible to reproduce the exact face without that information. either way you're just being retarded
lol, umad?
Why is preview 3 so much better? is this another z-image grift situation.
https://huggingface.co/circlestone-labs/Anima/discussions/151>Also, many users are interested in better furry support.>
I false flagged as anti-AI on /v/ using snailcat image in OP. Thought you might find the thread interesting, over 400 replies: >>>/v/738998648A lot on unhinged seething, but most anons seemed fine with the idea of using AI to help make games.
>>108840669>2 minutesSDXL takes 1 minute to generate at 1.5k and upscale to 2k with adetailer for this same composition>without bothering to refine itYou can't refine with Anima, that's the whole point>>108840700I don't know but from the navel to the pelvis of your character is extremely long, I don't know if it's an upscaler problem but it looks like it has a double pelvis, and from the navel to the sternum also extremly long. Upscaler issje
>>108840717he's not wrong
>>108840719i think anons like ai when its one guy chasing a dream but hate ai when its anything else
>>108840492Based
I like anima because it feels like the actual successor to sdxl. I dont want my gens to have absolutely perfect details, it should be a little imperfect, like something you see on pixiv, where the fingers are a little smudgy, and some parts you can tell the artist really didn't feel like fucking around with anymore because he's been at the desk for 8 hours and wants to move on. SDXL tried to be "perfect" which is why alot of hands look manicured and the lineart looks perfectly straight, and the imperfections look obviously "AI" Anima chads won.
