Previous /sdg/ thread : >>109144957>Beginner UIEasyDiffusion: https://easydiffusion.github.ioSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI>Advanced UIComfyUI: https://github.com/comfyanonymous/ComfyUIForge Classic: https://github.com/Haoming02/sd-webui-forge-classicStability Matrix: https://github.com/LykosAI/StabilityMatrix>Z-Imagehttps://comfyanonymous.github.io/ComfyUI_examples/z_imagehttps://huggingface.co/Tongyi-MAI/Z-Imagehttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>Flux.2 Dev/Kleinhttps://comfyanonymous.github.io/ComfyUI_examples/flux2https://huggingface.co/black-forest-labs/FLUX.2-devhttps://huggingface.co/black-forest-labs/FLUX.2-klein-4Bhttps://huggingface.co/black-forest-labs/FLUX.2-klein-9B>Chromahttps://comfyanonymous.github.io/ComfyUI_examples/chromahttps://huggingface.co/lodestones/Chroma1-HDhttps://huggingface.co/silveroxides/Chroma-GGUF>Animahttps://huggingface.co/circlestone-labs/Anima>Qwen Image & Edithttps://docs.comfy.org/tutorials/image/qwen/qwen-imagehttps://huggingface.co/Qwen/Qwen-Image>Text & image to video - Wan 2.2https://docs.comfy.org/tutorials/video/wan/wan2_2>Models, LoRAs & upscalinghttps://civitai.comhttps://huggingface.cohttps://tungsten.runhttps://yodayo.com/modelshttps://www.diffusionarc.comhttps://miyukiai.comhttps://civitaiarchive.comhttps://civitasbay.orghttps://www.stablebay.orghttps://openmodeldb.info>Index of guides and other toolshttps://rentry.org/sdg-link>Related boards>>>/aco/csdg/>>>/b/degen>>>/d/ddg>>>/e/edg>>>/gif/vdg>>>/h/hdg>>>/tg/slop>>>/trash/sdg>>>/u/udg>>>/vp/napt>>>/vt/vtaiOP https://rentry.co/twkuk8tz
On my prehistoric GTX 1070, Flux2-Klein-4b takes 20 minutes in ComfyUI, but produces decent image edits. Using sd-cli, I get out of memory errors if I go above 512x512 and I get something slightly janky within two minutes. A previous python environment I was using with ComfyUI (downgraded to Python 3.10 among other things) produced images in the resolution of the target image (generally something like 1000x600) in about 5 minutes. How do I even begin to benchmark this stuff, or figure out what is affecting generation time or quality?
>>109155112If you actually bothered... never mind.
>mfw Resource news06/28/2026>Clark Air: A Sana 1.6B text-to-image transformer compressed to ternaryhttps://huggingface.co/clark-labs/clark-air-sana-1.6b-1.58bit>ComfyUI Krea 2 NegPiPhttps://github.com/blue-pen5805/ComfyUI-krea2-negpip>FLUX.1-Kontext RefControl LORAshttps://huggingface.co/collections/thedeoxen/flux1-kontext-refcontrol-lorareference-control-input>Un-0: Generating Images with Coupled Oscillatorshttps://unconv.ai/blog/introducing-un-0-generating-images-with-coupled-oscillators>ComfyUIQuantFunc: Run quantized models at 2x–11x speed with zero Python model dependencieshttps://github.com/RealJonathanYip/ComfyUI-QuantFunc06/27/2026>ComfyUI-VAEFrequencyBlend: Blend images decoded by different VAEshttps://github.com/thezveroboy/ComfyUI-VAEFrequencyBlend>Ideogram4 & Krea2 Inpainting with LanPaint Supporthttps://github.com/scraed/LanPaint/releases/tag/1.5.506/26/2026>OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generationhttps://correr-zhou.github.io/OmniShow>Adobe to Acquire Topaz Labshttps://news.adobe.com/news/2026/06/adobe-to-acquire-topaz-labs>LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editinghttps://live-edit.github.io>PhysRAG: Enhancing Physics-Awareness in Video Generation via Retrieval-Augmented Generationhttps://github.com/sediment1024/PhysRAG>SAM2Matting: Generalized Image and Video Mattinghttps://henghuiding.com/SAM2Matting>Unison: Benchmarking Unified Multimodal Models via Synergistic Understanding and Generationhttps://github.com/FudanCVL/Unison>ComfyUI-AppleSilicon-FP8 - a compatibility layer custom node for Apple Siliconhttps://github.com/pawel-mazurkiewicz/ComfyUI-AppleSilicon-FP806/25/2026>Bernini-R — GGUF (high & low noise experts) https://huggingface.co/neuregex/Bernini-R-GGUF>Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generationhttps://github.com/atinpothiraj/pqsg
>mfw Research news06/28/2026>RayPE: Ray-Space Positional Encoding for 3D-Aware Video Generationhttps://arxiv.org/abs/2606.27345>IDAG-Edit: Multi-Object Video Editing via Instance-Decoupled Attention and Guidancehttps://arxiv.org/abs/2606.22042>FLAT: Feedforward Latent Triangle Splatting for Geometrically Accurate Scene Generationhttps://flat-splat.github.io>DE-FIVE: Detecting Malicious Image Prompts via Fourier Features and Image Vector Embeddingshttps://arxiv.org/abs/2606.22779>Token-to-Token Alignment of Text Embeddings for Semantic Blendinghttps://arxiv.org/abs/2606.24021>TriMotion: Modality-Agnostic Camera Control for Video Generationhttps://arxiv.org/abs/2606.20774>T-VSS: Test-Time Visual Subspace Steering for Adversarial Robustness of Vision-Language Modelshttps://arxiv.org/abs/2606.23132>Modular Diffusion Models for Structured Visual Recognitionhttps://arxiv.org/abs/2606.22702>Autonomous Video Generation with Counterfactual Controllability for Self-Evolving World Modelshttps://arxiv.org/abs/2606.24152>ScalePredictor: Instance-aware Scale Learning for Accurate Quantization of Vision Transformershttps://arxiv.org/abs/2606.21947>Layer-Specific Prompt Fusion Discovery via Differentiable Search in Vision Foundation Modelshttps://arxiv.org/abs/2606.26379>TaskTok: Delving into Task Tokens for Task-driven Image Restorationhttps://arxiv.org/abs/2606.26615>Einstein World Modelshttps://arxiv.org/abs/2606.26969>Hallucination in World Models is Predictable and Preventablehttps://www.nicklashansen.com/mmbench2>Fast LeWorldModelhttps://arxiv.org/abs/2606.26217>Beyond the Hard Budget: Sparsity Regularizers for More Interpretable Top-k Sparse Autoencodershttps://arxiv.org/abs/2606.27321>From Hallucination to Grounding: Diagnosing Visual Spatial Intelligence via CRISPhttps://arxiv.org/abs/2606.26535
>>109155118Plenty of bothering is going on, I had to patch CUDA to work with the Debian 13 libc, could you be more specific?
>slop containment general
>ablublu agaga
i'm trapped in upscaling hell
We get it
another upscale test
>>109155595very bad
no es bueno
a little better, but not great, and very slow
oops
What's everyone doing on Linux with AMD? Are we stuck with SDNext? Most other installer don't install correctly. I got comfyui working, then Swarmui broke it. SDNext would be great, but sometimes it looks like it doesn't finish generating. Weird faces, empty backgrounds etc.. Just curious what the best is for Linux/AMD.
>>109155112>How do I even begin to benchmark this stuff, or figure out what is affecting generation time or quality?I would use opencode and a free model to help do it all.
>>109156087too much something.>>109156090I would keep opening issues on github.
>>109156090>>>/g/ldg
>>109155930rtx upscale is all you need (and just one node)the days of using the upscale step to "fix" your bad gen are long gone. gen good to begin with, then upscale without making any changes
Morning anons
>gm
>>109156334Gm Quokkas
>>109156334morning
>>109156282>rtx upscale is all you need (and just one node)I tried that but it does causing some melting with these gens. I can't get the base gens as crisp as I want either though, so its a struggle on both sidesstill trying to figure it out (picunrel)
>>109156856rtx is just superquick lanczos upscale (but on the image not on the latent))so something else is giving you that problem
base gen
sr pass>>109156892
>>109156900how much quality are you losing in the jpg conversion?
>>109156900sr?
>>109156908quality is 95%>>109156915super resolution. just means upscaling
base genreally feels like I should 'use the upscale step to "fix" the bad gen', cuz the detail just isn't clean enough for rtxsr to do a good jobbut also I dunno a good way to use k2t for an upscale pass, it just seems to melt further
>>109157039srmaybe its actually just the shitty qwen vae thats the real problem. these kinds of distortions remind me of when I left the wrong vae on sdxl gens
>>109157039>>109157049Thank you for letting us know.
>>109157049nice... getting there. Need another close-up of the ship.
>>109157100it can do better when the ship is more prominent in the scene, but the metal still warps
>>109157039>>109157049>>109157118i think the wan vae thing would work for youhttps://x.com/PhotogenicWeekE/status/2070641554784768187
>>109157268>TypeError: Cannot handle this data type: (1, 1, 12), |u1doesn't seem compatible. but maybe I'm retarded and don't understand how to use it.
>>109157370ah i need a custom vae node. lemme try that
>>109157431ok, that worked. not really the improvement I was hoping for tho
>>109155083at least put a normal slop next timefucking horrible
>>109157646i guess for your purposes eitehr supir or pixeldit at lowish denoise or whatever effects they have would be best
ohhh you want beef again :)
good choicejust shut up like a good doggo :]
gn
>>109158629thumbnail looked like an ultrasound for a secondcongrats on your reptile fetus>>109158660gn
i miss schizo anon
G'mornin Anons, have a great day!
>>109160540gm - same anon
>>109160540good morning
gmmay your mornings be filled with fresh coffee
>>109161666gm
>>109161666>filled with
>>109161888checked>not shown: the caffeine based state of nirvana immediately after
>>109162022How did you miss the point of what was clearly depicted in the gif
>>109161344How is the loli spammer better than 95% of this board? Haven't you all been doing this for years now? Ignore the fact that half of her leg is getting feed to the void. Do better? Try harder? Does it make you feel good to be losing to a pedo chud?
>>109162227Not even memeing but it's crazy how bad your gens are after all this timeFo you never look at details at all or do you maybe have a tiny monitor?
>>109162548He gens hot garbage to make conversation because this is his dumping grounds, how new are you?
>>109162548Not even memeing but it's crazy how obcessed you still are after all this timeFo you never shower at all or do you maybe have a tiny dick?
>>109162583I just came back after quute a long break, yet still you're here (daily, just checked the archives) posting melting spaceship slopAlso crazy how consistent your posting times are, do you really have no social life?
>>109162583Wow so much genso interesting 'space sloppa' wow it's a brown circle with ship air fartsGuess somebody's gotta keep this place "alive" huh?
lol
Just stop falling for trolls and go to /ldg/, the real AI place to be
>>109162635Crazy how melted your gens areSeems like you're doing something fundamentally wrong
>>109162681He has no friends and no jobHe sits around all day hoping to get a reply from here, sad
>>109162681I know you don't care cuz you're just a hater, but I spent a long time yesterday investigating the melt. seems possibly from the VAE, as the melt is in there even before upscale, regardless of the resolution of the base gen. the sr pass compounds it a bit more as well.I considered doing an intermediate pass with a different model to clean up before sr, but constantly swapping models in and out would slow the gens down a lot and I'm just not bothered enough by the meltI'd say "I'm open to suggestions" but I know you don't have any
>>109162740You're quite hostile todayAlso literal skill issue (crazy after all this time)
>>109162740No one here cares if you are a hater or not, all this blabla blublu you never did. "Open to suggestions" lolStop the space slop for one, you're obviously never going to stop the slop.>>109162757My best advice is take the pron approach from this guy, you'll never be good so at least get the views from the pedos to become big.
>>109162750>>109162802you're quite hostile today
>>109162819Very fast on denying the pedo slop today
>>109162757care to share catbox?
>>109162891pedo mouth seems to only take underage cum as payment
>>109162910You're quite hostile today
>>109162934You're quite hostile today
>>109162956morning
>>109162956gm
>>109162967melty
Scroll up. Scroll up to the top, notice how there's nothing but pedo and space sloppa. You are in a space pedo slop thread.
I love my morning coffee filled with underaged girls and shitheads.
>>109163119You're in the right space then
>>109163053You're quite hostile today
>>109163171welcome to space
Any way to get Euler A Turbo on Forge Neo?
a gazillion lora tests later...
>>109164069well done. Our chroma waifu looks cute.
>>109164085thxchroma, zit, ig and now krea loras are mostly on par now
>>109164124>me when i fard and shid into the stargate
why are image models so bad with ringed planets?
>>109164279the denoising process goes for the least common denominator (ie: "oh that's a color band on a planet")same reason you'll sometimes get a weird extra leg or arm where something in the background lines up with the bodythat's my guess anyway
>>109160941Nice. D:>>109161666And afternoons and evenings!
Sfw
>>109164752Forgot image
>>109164448ty
>>109164775cute
>>109165226all the pokemon I've killed over the years come back to haunt me>>109165230me in the back>>109165252me mean-mugging in the back
How Ddo I remove this popup above a node?
>>109165348it's a feature, not a bug
>>109165348it's one of these i think
>>109155083open source local models for linux amd
>>109165360lmfao <3>>109165366TY
had to use klein to hide booba
>>109165435niceI see you've being able to gen one without planets.
>>109165503I've got a lot of it wildcarded. sometimes planets, sometimes space stations, sometimes nebulas, sometimes everything, sometimes nothingI was never able to unmelt the paneling though, sadly
>>109165904gn
yah i'm crashing early todaygn all>>109165904gn
>>109165925gn
Tell me if this isn't the right general to ask but what is a good website for some quick image to video gens? Preferably free even if limited daily gens
>>109168106bless us with some intergalactic interdimensional sfw vageen brub
my account got hacked by a "russian" ("" is bc he use a VPN) an the max information i got is that the VPN IP is 178.130.53.17, idk how to continue, ¿anyone know how to get the real IP?
>2 days agolol
gm
>>109169411good morning
It's my birthday today. I feel so old
>>109169619Hope it was your last one :)
>>109169619happy birthday
>>109169411gm>>109169619happy birthday
>>109169619happy birthday! you're the oldest you ever have been, but you're the youngest you ever will be. revel in your youth :)planning any bday treats?
>>109169619happy bday gm
>>109170303>>109170303>>109170303
