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File: collage.jpg (2.48 MB, 2436x5000)
2.48 MB JPG
Previous: >>109121079

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
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/
https://animadex.net

>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

>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
>>>/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
>>
>https://github.com/Comfy-Org/ComfyUI/pull/14577
>"Dynamic vram disabled with argument. If you have any issues with dynamic vram enabled please give us a detailed reports as this argument will be removed soon. If you use gguf we recommend keeping dynamic vram enabled and using native ComfyUI model formats instead. ComfyUI native formats like fp8 will be faster even if they are larger than your memory."

is gguf support in comfyui being kill soon? What's the best alternative quant for rocm users?
>>
>>
2D to 3DPD
>>
>>109123653
>Dynamic vram disabled with argument
ok
>If you have any issues with dynamic vram enabled please give us a detailed reports
I have no issue with dynamic vram enabled
>as this argument will be removed soon
why?
>If you use gguf we recommend keeping dynamic vram enabled and using native ComfyUI model formats instead
I thought you were going to disable it with argument
>ComfyUI native formats like fp8 will be faster even if they are larger than your memory
yes, this is why I am using dynamic vram, which you are going to disable

why are 4channers like this?
>>
>>109123674
I mean the comfyUI developers, who are 4channers. Why are they like this?
>>
>mfw Resource news

06/23/2026

>Krea 2 Text-to-Image Model Official release
https://www.krea.ai/krea-2-open-source
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://huggingface.co/Winnougan/Krea-2-Base-Turbo-NVFP4-FP8-INT8

>ComfyUI-ConditioningKrea2Rebalance: Bypass built in quality diluation from the trained safety filter
https://github.com/nova452/ComfyUI-ConditioningKrea2Rebalance

>SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion
https://jmliu206.github.io/sefi-web

>ELDiff: When Evidential Learning Meets Text-to-Image Diffusion
https://github.com/QingtaoPan/ELDiff

>UNITY: Attention Flow Networks for Adaptive Conditioning in Diffusion
https://github.com/arya-domain/UNITY

>CapRiCorn-1K: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales
https://github.com/xlchen0205/CapRiCorn-1K

>MIRCaps: A Large-Scale Mixed-Domain Dataset with Image-Level and Region-Level Captions for Fine-Grained Vision-Language Learning
https://zenodo.org/records/20418601

>ComfyUI-Llama-Prompt-Generator
https://github.com/GlatTissekone/ComfyUI-Llama-Prompt-Generator

>ComfyUI Bob Ross Preview
https://github.com/SKBv0/ComfyUI_BobRoss

06/22/2026

>One Node · Z-Image
https://github.com/Adeliox/ComfyUI-OneNode-Z-Image

>ComfyUI-Muse: LLM chat panel that lives inside ComfyUI
https://github.com/RudySen/comfyui-muse

06/21/2026

>FastSDCPU v1.0.0-beta.500
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.500

>LTX Director 2.0 Update
https://github.com/WhatDreamsCost/WhatDreamsCost-ComfyUI#-recent-updates

>DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis
https://johnnylu305.github.io/df3dv1k_web

06/20/2026

>One Node · FLUX.2 [klein]
https://github.com/yanokusnir-ai/one-node-flux-2-klein
>>
Finally, a collage.
Thanks bakerman.
>>
>mfw Research news

06/23/2026

>SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion
https://arxiv.org/abs/2606.22568

>Towards Error-Free Long Video Generation
https://arxiv.org/abs/2606.22370

>Physically-guided Image Generation for Multi-Projection Mapping
https://arxiv.org/abs/2606.22477

>Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization
https://arxiv.org/abs/2606.21736

>ZeroGVC: Zero-Shot Generative Video Compression with Autoregressive Diffusion Priors
https://arxiv.org/abs/2606.22371

>UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating
https://arxiv.org/abs/2606.21661

>ChronoLock: Protecting Videos from Unauthorized Text-to-Video Personalization
https://arxiv.org/abs/2606.21146

>Chehre: An Emoji-Prompted Video Dataset for Perceptually Diverse Facial Expression Recognition
https://arxiv.org/abs/2606.21657

>CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation
https://arxiv.org/abs/2606.21982

>GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling
https://arxiv.org/abs/2606.20799

>Trajectory Forcing: Structure-First Generation with Controllable Semantic Trajectories
https://arxiv.org/abs/2606.22527

>Diffusion Integrated Gradients: Controllable Path Generation for Flexible Feature Attribution
https://arxiv.org/abs/2606.22314

>Extraction and Analysis of Multimodal Concepts in Vision Language Models through Sparse Autoencoders
https://arxiv.org/abs/2606.21197

>Structural Assessment for Understanding and Guiding Dataset Distillation in Discrete Token Space
https://arxiv.org/abs/2606.21705

>AnimeAdapter: A Modular Adapter for Appearance-Consistent Anime Character Generation
https://arxiv.org/abs/2605.20237

>Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation
https://arxiv.org/abs/2601.22679
>>
>mfw API news

>ByteDance's New AI Video Model Can Make 30-Second Clips From a Single Prompt
https://www.cnet.com/tech/services-and-software/bytedance-introduces-new-seedance-2-5-video-model/

>Luma Introduces Ray3.2 Model & API: Complete Creative Control for Video Generation
https://lumalabs.ai/news

>The Layout Bet — Reve 2.0
https://blog.reve.com/posts/the-layout-bet

>Introducing Gemini Omni — Google’s multimodal video creation/editing model
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni/

>Nano Banana 2 and Nano Banana Pro are generally available via Gemini Enterprise Agent Platform
https://cloud.google.com/blog/products/ai-machine-learning/nano-banana-2-and-nano-banana-pro-are-generally-available

>Grok Imagine 1.5 Preview
https://x.ai/news/grok-imagine-1-5

>Seedance 2.0 in Runway API
https://docs.dev.runwayml.com/api-details/api_changelog/
>>
Kera2 is on comfy btw.
>>
File: zit dalle.png (3.08 MB, 1536x1536)
3.08 MB PNG
>>
>>109123699
and why should i care?
>>
>>109123653
>usecase for gguf?
ebussy intensifies
>>
>>
>>109123713
not my problem
>>
File: ComfyUI_temp_ngddp_00003_.png (3.01 MB, 1536x1536)
3.01 MB PNG
>>
>be comfyui
>after multiple years still don't implement saving queued gens to .txt so they survive a crash
>meanwhile you speedrun implementing dynamic-vram feature that is absolute dogshit and then rush to deprecate the one obscure command that disables this feature
Bro.
>>
File: ComfyUI_temp_fnppg_00001_.png (2.93 MB, 1536x1536)
2.93 MB PNG
>>
File: efx.jpg (1.77 MB, 1710x2280)
1.77 MB JPG
>>
Men sharing/viewing each others' erotic fantasy material is gay af.
>>
>>109123638
>Krea 2 is better at prompt following on the API

Why are people saying that on Plebbit? Is it true?
>>
>>109123786
maybe stop including that man in the fantasy?
>>
File: ComfyUI_temp_zrdbu_00008_.png (2.99 MB, 1344x1728)
2.99 MB PNG
>>
File: ComfyUI_temp_zrdbu_00012_.png (2.72 MB, 1344x1728)
2.72 MB PNG
>>
File: ComfyUI_temp_zrdbu_00013_.png (2.99 MB, 1344x1728)
2.99 MB PNG
>>
>>109123687
>>AnimeAdapter: A Modular Adapter for Appearance-Consistent Anime Character Generation
>https://arxiv.org/abs/2605.20237
Holy shit, editing features for SDXL!
>>
>>109123758
>me when I change a lora strength and it has to reload the whole model from disk again
Just keep that in memory I have more than enough free.
>>
File: test.jpg (2.14 MB, 2048x3072)
2.14 MB JPG
>>
File: 1763460192374707.png (4 KB, 467x57)
4 KB PNG
>>109123846
dynamic vram is specifically shit for the opposite, people who actually have the memory, because dynamic vram mismanages it and makes the gens last longer, specifically rhe VAE decode
>>
Anatomy, artstyles, character knowledge etc...

Krea 2 is a really good base model, if it does lora well it could be THE new community image model for both anime and realism combined.
>>
>>109123813
>>109123824
>>109123831
what are deez?
>>
>>109123867
It's really impressive model. Turbo is there with ZiT. Nothing to complain
>>
6 GB VRAMlet here
Is it even worth trying krea 2 out?
I don't mind waiting 5 minutes for a gen.
Which gguf should I get?
Thanks
>>
>>109123909
Anima is designed for your specific use case.
>>
>>109123919
I know, I use it
I just want to try it out once
I've run flux, ltx, other shit on my shitty system
I don't mind waiting
>>
>>109123924
Okay, then wait for the reply, I only use Anima.
>>
File: test2.jpg (1.88 MB, 2048x3072)
1.88 MB JPG
>>
>>109123909
Someone on reddit made a recent thread claiming they got it working on 4gb vram

https://old.reddit.com/r/StableDiffusion/comments/1ue0n0d/krea_2_on_rtx3050_4gb_vram/
>>
>>109123909
Init 8 or something like that and Turbo, I suppose.
>>
>>109123909
Its really good actually... I mean even though I fucked up my dataset (again), the likeness is very good, and the prompt adherence is not too too great... I mean it *knows* things, concepts, etc. But I feel like getting certain poses or advanced shots isn't really working for me.

If you're just a 1girl cuck then ignore me though
>>
File: Krea2_turbo_00171_.png (1.58 MB, 1536x864)
1.58 MB PNG
>>
>>109123965
It's good, but it doesn't merit requiring twice the VRAM of Z Image desu.
>>
i didnt even update comfy why the fuck am i getting fatal errors after loading the text encoder model on a workflow that worked yesterday, did they roll out breaking changes via the news feed or something
>>
>>109123858
This. It aggressively doesn't use your VRAM and doubles gen time if you have at least 24GB of it because of how much time it spends avoiding it and setting things up to work from disk/RAM.

It's truly shit.
>>
>>109123979
You have to update Comfy and Python dependencies always before opening the UI and once opened the UI update all the nodes. I have been doing this for more than a year and have never had any problems. Not updating Comfy regularly is actually a much bigger problem.
>>
>>109123682
>>109123687
thanks!

>>109123696
> API news
>>
>>109123753
>>109123774
old gens
>>
File: okay.png (138 KB, 460x404)
138 KB PNG
>>109123951
>>109123929
>>109123962
>>109123965
>>
>>109123867
For how long? Also not flux2 vae.
>>
This thing can do pretty much anything with a little detailing.
>>
>>109123909
> 6 GB VRAMlet here
Modern models are so compute intensive and inference engines are optimized, that vram is not important that much.
>>
>>109124026
>For how long?
Impossible to say, a new SOTA model with reasonable system demands could drop tomorrrow, overall though, if the community has time to build a ecosystem with enough loras to cater for most needs, it can go strong for ages assuming it hits the quality/performance cost sweatspot, just look at the SDXL finetunes still going strong after all these years.

>Also not flux2 vae.
The whole VAE obsession is nonsense, we see models trained with Flux 1 VAE like Z-Image Turbo outperform Flux 2 dev in details and overall quality. I don't know why retards keep clinging to this as if it's something that will make or break a model.
>>
File: test3.jpg (1.92 MB, 2048x3072)
1.92 MB JPG
>>
>>109124057
> I don't know why retards keep clinging to this as if it's something that will make or break a model.
Maybe because the retard is you, thinking that image generation is limited to ksamplers with denoise strength set to 1?
>>
>>109124135
Stop being a pretentious faggot, also why would setting a denoise lower than 1 suffer from the VAE anymore then denoise at 1 ?
>>
File: 1781050135542022.png (3.48 MB, 1928x1088)
3.48 MB PNG
Okay so after like 50 images... I have deemed krea 2 as... pretty gud ig
>>
File: 24-09-2026.jpg (2.7 MB, 1647x2464)
2.7 MB JPG
>>
>>109124175
>>109123853
>>109123660
>>109123945
You can do the exact same thing with Anima, you don't even know why you want Krea 2, except maybe to stare longer at the progress bar watching your gen take forever,
>>
>>109124216
uuhh uhhhh shut up!
>>
File: 1777250078508950.png (1.97 MB, 1344x768)
1.97 MB PNG
>>109124216
same prompt but anima
>>
>>109124232
dogshit
>>109124175
kino
>>
>krea2_turbo_fp8_scaled.safetensors
should I get this?
Also have you guys used these LoRAs?
https://huggingface.co/Comfy-Org/Krea-2
>>
>>109124232
kek
>i-it's no difference, not really! Also you are not using my magic settings!
>>
>>109124234
i too love chat gpt style!
>>
>>109124216
50k status?
>>
>>109124240
Beats whatever broken scribble anima generated.

Also as long as the model can generate quality anatomy and styles, you can just train a lora with whatever you specifically want. Yes, Krea2 model is a lot more demanding than Anima, but doesn't matter if something is fast if it is also shit.
>>
>>109124266
why are lora tards like this



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