Discussion of Free and Open Source Diffusion ModelsPrev: >>108347136https://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, Upscalers, & Workflowshttps://civitai.comhttps://civitaiarchive.com/https://openmodeldb.infohttps://openart.ai/workflows>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/kohya-ss/musubi-tunerhttps://github.com/tdrussell/diffusion-pipe>Zhttps://huggingface.co/Tongyi-MAI/Z-Imagehttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>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-2https://huggingface.co/Lightricks/LTX-2>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>Illustrioushttps://rentry.org/comfyui_guide_1girlhttps://tagexplorer.github.io/>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-oneTxt2Img 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
anima preview2 status?
>mfw Resource news03/11/2026>anima-preview2.safetensorshttps://huggingface.co/circlestone-labs/Anima/tree/main/split_files/diffusion_models>Reviving ConvNeXt for Efficient Convolutional Diffusion Modelshttps://github.com/star-kwon/FCDM>BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformershttps://github.com/EdwardChasel/BinaryAttention>QUSR: Quality-Aware and Uncertainty-Guided Image Super-Resolution Diffusion Modelhttps://github.com/oTvTog/QUSR>InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editinghttps://github.com/OpenGVLab/InternVL-U>SD Forge Nvidia VFX: VideoSuperRes extension for Forge Neo implementshttps://github.com/Haoming02/sd-forge-nvidia-vfx>Nvidia_RTX_Nodes_ComfyUI: "RTX Video Super Resolution"https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI>Gemini Embedding 2: Natively multimodal embedding modelhttps://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-embedding-203/10/2026>HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoisinghttps://jacky-hate.github.io/HiAR>Scaling Test-Time Robustness of Vision-Language Models via Self-Critical Inference Frameworkhttps://github.com/KaihuaTang/Self-Critical-Inference-Framework>FVG-PT: Adaptive Foreground View-Guided Prompt Tuning for Vision-Language Modelshttps://github.com/JREion/FVG-PT>Kaleidescope - Index, Search, Invoke Comfyui Workflow https://github.com/svenhimmelvarg/kaleidoscope>App Mode, App Builder, and ComfyHubhttps://blog.comfy.org/p/from-workflow-to-app-introducing03/09/2026>DiffiT: Diffusion Vision Transformers for Image Generationhttps://github.com/nvlabs/diffit>Self-Supervised Flow Matching for Scalable Multi-Modal Synthesishttps://bfl.ai/research/self-flow>MatAnyone 2: Scaling Video Matting via a Learned Quality Evaluatorhttps://pq-yang.github.io/projects/MatAnyone2
>mfw Research news03/11/2026>Streaming Autoregressive Video Generation via Diagonal Distillationhttps://arxiv.org/abs/2603.09488>Prompt-Driven Color Accessibility Evaluation in Diffusion-based Image Generation Modelshttps://arxiv.org/abs/2603.09832>FrameDiT: Diffusion Transformer with Frame-Level Matrix Attention for Efficient Video Generationhttps://arxiv.org/abs/2603.09721>When to Lock Attention: Training-Free KV Control in Video Diffusionhttps://arxiv.org/abs/2603.09657>SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformerhttps://arxiv.org/abs/2603.07057>CogBlender: Towards Continuous Cognitive Intervention in Text-to-Image Generationhttps://arxiv.org/abs/2603.09286>Component-Aware Sketch-to-Image Generation Using Self-Attention Encoding and Coordinate-Preserving Fusionhttps://arxiv.org/abs/2603.09484>TIDE: Text-Informed Dynamic Extrapolation with Step-Aware Temperature Control for Diffusion Transformershttps://arxiv.org/abs/2603.08928>RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioninghttps://arxiv.org/abs/2603.09160>Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversityhttps://arxiv.org/abs/2603.09480>The Coupling Within: Flow Matching via Distilled Normalizing Flowshttps://arxiv.org/abs/2603.09014>Training-Free Coverless Multi-Image Steganography with Access Controlhttps://arxiv.org/abs/2603.09390>IntroSVG: Learning from Rendering Feedback for Text-to-SVG Generation via an Introspective Generator-Critic Frameworkhttps://arxiv.org/abs/2603.09312>Evolving Prompt Adaptation for Vision-Language Modelshttps://arxiv.org/abs/2603.09493>Reasoning-Oriented Programming: Chaining Semantic Gadgets to Jailbreak Large Vision Language Modelshttps://arxiv.org/abs/2603.09246>B-DENSE: Branching For Dense Ensemble Network Supervision Efficiencyhttps://arxiv.org/abs/2602.15971
It was nice to have one non-drama thread but it seems those rentry links are just too important for catjack's ego
I have my new 285k and 5080 I'm ready to party fellas. Do you guys containerize your ai workflows or just raw dog it on the host? Should I jump straight into comfyui
>>108351290Anon gave me the impression there was very little difference between versions but that does not seem to be the case.
>>108351283>tranime infested collage
>>108351355you're on anime website btw
death to anime
>>108351283Thanks for restoring the OP.>>108351336I use venv/conda, but that's it. >>108351290>>108351338>tfw can't test it todayMaybe tomorrow.
>>108351371What is conda?
>>108351336Don't know about all that container shit, I have a linux install i use for local ai and not much else, two venvs because qwen doesn't like sage or something i don't really understand. You might want to think about docker or something if you're using lots of custom nodes and shit on your everyday computer.
>>108351386another variant on a python venv type of thingpython package management almost does not work system or user account wide because too many pieces of python have incompatible dependencies and requirements. so people came up with methods to contain them one environment at a time.personally (different anon) i'm mainly using uv to manage pip packages and the venv they get installed in
>>108351336you could certainly set up a container with podman/docker [-compose] (or if you are that kind of a madman, k8s) that equally updates stuff from git, but i am just using venv
>>108351427I see,I've never bothered to learn about conda or docker or whatever. Seems too complicated.I just use venv and some bash aliases most of the time. My bar isn't that high. Would probably be a pain in the ass if I did some real dev stuff and managing multiple python versions and whatnot.
>>108351620this is definitely seedream or some shit
how does one add loras to >Wan2GP: https://github.com/deepbeepmeep/Wan2GPit downloaded successfully and it does work, but i would like it to be uncensored if possible. thanks!
>>108351283When I have 4chanX activated on Tapermonkey, it's hiding ani's rentry somehow, it didn't happen before until yesterday lool
great posts as expected of a ranbake
>>108351792>everyone I dislike is ranobsessed
I see the two rentry links at the end of the OP as well as ran's slop shit in the collage so I do declare with utter certainty that this is a ranbake
>>108351812me in the tub
https://huggingface.co/InternVL-U/InternVL-Ucan't believe they thought it was a good cherry picked image lmao
https://www.wired.com/story/nvidia-investing-26-billion-open-source-models/Nvidia will save us!
post fp16_accumulation X/Y/Zs
>>108351913i'm not your monkey
>>108351873it's going to be nothing but bloated underperforming LLMslop
>>108351964Surely they'll put another million into anima.
>>108351964Anima is good.
>>108351964>bloatedsurely they learned from the z team.... right?..... RIGHT?
>>108351984
>>108351873This is grim, actually. Nvidia is afraid of competition.
>>108352003kino
>>108352018Preview 2 is pretty good at spitting these out, just put your usual negative as the prompt + what you actually want the image to be and best quality etc as negative.
anime model btw, good thing he included that ye pop dataset huhhttps://files.catbox.moe/kp3d4r.jpghttps://files.catbox.moe/fzlsre.jpg
>>108352090I didn't know it could do realistic shit, it looks more realistic than Qwen Image lool
>>108351290pretty good >>108352003kewel gen anon >>108352059i love doing that picunrel. i bet using the deviantart tag would push it even further into kinosovl
>>108352105Is Anima preview 2 finally creating an atmosphere of slight glasnost?
>>108352090one good realism lora or light finetune and this thing curbstomps chroma using less than 1/3 the parameter countwhat is kekstone even doing
>>108352127>what is kekstone even doinggathering some more dog dicks drawings from e621 duh!!
>>108352142yeah chroma still mogs as long as it still knows farting_on_prey while anima doesn't
>>108352157pretty sure you can do that with animajust... write
>shit accuracy>best by far at sniffing out treasure>also good at negotiating for some reasontake her or leave her?
>>108352228Most valuable party member, talks the final boss into leaving the country without fighting.
>>108352228i would put googly eyes on her
lul
>>108352267qrd?
>>108352279he felt into the ani's fabricated huggingface message lmao
It seems to be struggling with kneeling and sitting on knees, getting lots of overly long torso short legs.
>>108352321nice SD1.5 gen anon
>>108352328I was thinking it was an aspect ratio thing like sd1.5 would do but it happens 1:1 too, it's anima preview 2.
kekstone had to have purged artist and character tags, right? anima is learning thousands of them with a fraction of the parameters while chroma still knows nothing.
Asked claude why i now get errors in comfyui"The root cause is clear from the traceback. In newer versions of ComfyUI, model_function now returns a tuple (tensor, ...) rather than a plain tensor."Fuck you, comfy.
>>108352380now ask claude to fix the errors
>>108352385it told me"comfyanon should be drug out into the streets and shot."
>>108352388fitting, since claude helped Trump get into war against Venzeula kek
>>108352388Shockingly based for a (((SAAS))) chatbot.
>>108352377>chroma still knows nothing.his cope is that T5 is a bullshit text encoder to learn anime tags, I don't believe that at all, he just wants to do """ethical""" training without having the balls to say it, at least the other horse pony fucker didn't lie to our faces and said outright he wanted to cuck his models
Soul.
Damn, I expected 2026 to be a great year for local diffusion after the release of Z-image turbo, and so far, nothing groundbreaking happened... :(
>>108352284>the project is yours (but actually I own all of it and I'm not paying you lmao)ani was right. also, why would Alibaba pay someone with a shit dataset to train a proprietary model? If ani is making a new one and it's better, wouldn't that be egg on their face?
Is there a way to make ComfyUI make noises when you queue up images? Or when it's finished with one of them?
>>108352185is the inspiration for this gen from that dumb hoe talking about being naked in public isn't consent?
>>108352321isn't that the default body of a loli?
>>108352284I hope that furry feels very silly now.
>>108352555She's suppose to just be a chestlet not a loli, I did not prompt loli.
>>108352587d-did you try loli in the negs
>>108352620loli in negatives mostly just makes her eyes smaller but I did try that before.
>>108352620It does better anatomy with wariza but that isn't really the same pose. Maybe v3 will improve it.
>>108352680I posted the wrong one with the overly long leg of course, fucking firefox using ebussy's patented no thumbnail filepicker.
>>108352693??
>>108352321>>108352680You ARE using "seiza" for sitting on knees, right?
>>108352711Yes, I also tried "on knees, sitting" but both give the same frequent long torso/short leg issues.
>>108352426sovl>>108352541There used to be a custom "play sound" node.
>>108351307>>108351355>>108351792>>108351845The raped
>>108352680i was really hype for anima v2 but after some testing i noticed wild regressions. he's seriously fucking something up. anatomy's worse, the styles are starting to get fried. i'm kinda afraid that the final release will be completely fucked
>he's awake
>>108352400>his cope is that T5 is a bullshit text encoder to learn anime tagsWhere did he say this? I mean, that's verifiably bullshit because there are anime models than use T5.
>>108353111nvm blonde moment. i had downgraded drivers to 576 branch
>>108353010>but after some testing i noticed wild regressionsDon't be alarmed, but you didn't regress, you've always been that retarded, you raped failure
>>108353010I was contemplating spinning up comfy in a container again to test it on that to see if it was just forge neo fucking it up so I guess if it's not just me having the issue I'll just have to accept the model's cooked.
>>108353131What you should contemplate is suicide, trani
>>108353150>>108351666 (You, Satan)
>update comfyui>cant paste images into the clipboard while focused on "load image" nodeFUCKING RETARDS!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
from the clipboard*sorry i am fuming hard
>its not just me https://github.com/Comfy-Org/ComfyUI/issues/12896god i hate monkeys and cumfart and people from africa. fucking hell. they literally just destroyed all productivity with this (((update)))
Already mentioned in OP but what the hey.https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI
>>108353254>Search RTX in the ComfyUI manager to install it.>alright>[Installation Errors]>'ComfyUI_NVIDIA_RTX_Nodes': With the current security level configuration, only custom nodes from the "default channel" can be installed.k....
>>108353163Congrats on making the most incomprehensible, schizophrenic post ITT
>>108353254this thing is so fast that compiling the video with video combine node takes longer than the upscale
sexo
>>108353292do it the old fashioned git clone-way
>you will live in the times where models wont generate backgroundgorekino like this anymoreenjoy it while it lasts, anon
>>108353377he is a proud windows and nvidia user
Has anyone used the rtx nodes?
>>108353698ye
>>108353730How was it?
>>108353733aight
Fuck all of you no skill talentless worth of space HACKS, stealing art from those that actually have skill. YWNBAA
>>108353810I'm not stealing art I make my own styles
