Thread #108301867
File: highlights_g_108295929_1772725700_1.jpg (1.5 MB)
1.5 MB JPG
Discussion of Free and Open Source Diffusion Models
Prev: >>108295929
https://rentry.org/ldg-lazy-getting-started-guide
>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP
>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows
>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/tdrussell/diffusion-pipe
>Z
https://huggingface.co/Tongyi-MAI/Z-Image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
>Klein
https://huggingface.co/collections/black-forest-labs/flux2
>LTX-2
https://huggingface.co/Lightricks/LTX-2
>Wan
https://github.com/Wan-Video/Wan2.2
>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46
>Illustrious
https://rentry.org/comfyui_guide_1girl
https://tagexplorer.github.io/
>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share 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-one
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
>>>/r/realistic+parody
>>>/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
229 RepliesView Thread
>>
>>
File: 696033018557932.png (1.3 MB)
1.3 MB PNG
>>
>>
>>
>>
>>
>>
>mfw Resource news
03/05/2026
>Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance
https://github.com/mlvlab/ERK-Guid
>Gaussian Wardrobe: Compositional 3D Gaussian Avatars for Free-Form Virtual Try-On
https://ait.ethz.ch/gaussianwardrobe
>InEdit-Bench: Benchmarking Intermediate Logical Pathways for Intelligent Image Editing Models
https://github.com/SZStrong1/InEdit-Bench
03/04/2026
>Helios: Real Real-Time Long Video Generation Model
https://pku-yuangroup.github.io/Helios-Page/
>Toward Early Quality Assessment of Text-to-Image Diffusion Models
https://github.com/Guhuary/ProbeSelect
>CFG-Ctrl: Control-Based Classifier-Free Diffusion Guidance
https://hanyang-21.github.io/CFG-Ctrl
>SIGMark: Scalable In-Generation Watermark with Blind Extraction for Video Diffusion
https://jeremyzhao1998.github.io/SIGMark-release
>Flimmer: Video LoRA training toolkit for diffusion transformer models
github.com/alvdansen/flimmer-trainer
03/03/2026
>Alibaba’s Qwen tech lead steps down after major AI push
https://techcrunch.com/2026/03/03/alibabas-qwen-tech-lead-steps-down-a fter-major-ai-push
>Adaptive Spectral Feature Forecasting for Diffusion Sampling Acceleration
https://hanjq17.github.io/Spectrum
>Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance
https://github.com/showlab/Kiwi-Edit
>Let Your Image Move with Your Motion! -- Implicit Multi-Object Multi-Motion Transfer
https://ethan-li123.github.io/FlexiMMT_page
>Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement
https://github.com/supersupercong/uhdpromer
>OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens
https://openvglab.github.io/OmniLottie
>Flow-Factory: A Unified Framework for Reinforcement Learning in Flow-Matching Models
https://github.com/X-GenGroup/Flow-Factory
>>
>>
>mfw Research news
03/05/2026
>Helios: Real Real-Time Long Video Generation Model
https://arxiv.org/abs/2603.04379
>Order Is Not Layout: Order-to-Space Bias in Image Generation
https://arxiv.org/abs/2603.03714
>PhyPrompt: RL-based Prompt Refinement for Physically Plausible Text-to-Video Generation
https://arxiv.org/abs/2603.03505
>TAP: A Token-Adaptive Predictor Framework for Training-Free Diffusion Acceleration
https://arxiv.org/abs/2603.03792
>InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions
https://arxiv.org/abs/2603.03646
>DiverseDiT: Towards Diverse Representation Learning in Diffusion Transformers
https://forevermamba.work/projects/DiverseDiT
>CubeComposer: Spatio-Temporal Autoregressive 4K 360° Video Generation from Perspective Video
https://lg-li.github.io/project/cubecomposer
>Tuning Just Enough: Lightweight Backdoor Attacks on Multi-Encoder Diffusion Models
https://arxiv.org/abs/2603.04064
>Dual-Solver: A Generalized ODE Solver for Diffusion Models with Dual Prediction
https://arxiv.org/abs/2603.03973
>Enhancing Authorship Attribution with Synthetic Paintings
https://arxiv.org/abs/2603.04343
>Scalable Evaluation of the Realism of Synthetic Environmental Augmentations in Images
https://arxiv.org/abs/2603.04325
>Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks
https://arxiv.org/abs/2603.03907
>Image-based Prompt Injection: Hijacking Multimodal LLMs through Visually Embedded Adversarial Instructions
https://arxiv.org/abs/2603.03637
>From Misclassifications to Outliers: Joint Reliability Assessment in Classification
https://arxiv.org/abs/2603.03903
>>
>>
>>108301905
>>108301912
thank you anon, nice to see some on-topic posts in this drama shithole
>>
>>
File: 00033-880980559.png (3.9 MB)
3.9 MB PNG
>>108301884
most of the recent collage barkers are just mere trolls and shitposters. I stop taking it serious months ago.
>>108301770
>>108301744
model and catbox?
>>
>>
>>
File: 00027-1745296361.png (3.2 MB)
3.2 MB PNG
>>108301988
so what are the settings and is hires fix used? sampler, schedule type, cfg, steps, hires fix settings?
>>
File: 1750142214150089.png (301.4 KB)
301.4 KB PNG
>>108302024
>>
>>
>>108301912
BFL posted this a few days ago.
https://bfl.ai/research/self-flow
>>
>>108301905
>>108301912
Go away disabo
>>
File: 00038-2336161178.png (1.9 MB)
1.9 MB PNG
>>108302031
thanks.
>>
File: deJS_zi_00002_.png (2.7 MB)
2.7 MB PNG
>>108302047
ty king. this didn't bubble up on my radar for some reason. added
>>
>>
File: 00043-95441976.png (3.5 MB)
3.5 MB PNG
>>
>>
>>
>>
File: ComfyUI_02094_.png (810.3 KB)
810.3 KB PNG
>>108301867
/ldg/ ANCHOR:
>/ldg/ pixiv:
BakerAnon:https://www.pixiv.net/en/users/110320313
Nekotwins:https://www.pixiv.net/en/users/93453238
RSetsuu:https://www.pixiv.net/en/users/91156181
tamzaiy:https://www.pixiv.net/en/users/38224130
匂い:https://www.pixiv.net/en/users/76374114
Otto:https://www.pixiv.net/en/users/106407853
owphoenix:https://www.pixiv.net/en/users/1661492
cornholioanon:https://www.pixiv.net/en/users/1035594
kunitsune: https://www.pixiv.net/en/users/1154481
Encolpe : https://www.pixiv.net/en/users/1528323
*Anchor your Pixiv and CivitAI here to add it in the next thread.
>/ldg/ CivitAI
https://civitai.com/user/Nyan666
https://civitai.com/models/1922023/obmirsak
>>
File: deJS_zi_00003_.png (2.7 MB)
2.7 MB PNG
>>108302483
yes -- well, sort of..
I have a web platform I'm building out that archives all the news. rss feeds included. very close to bringing the whole thing online but, apart from the last bits of dev work, I also need to get the db caught up with my local archive
soom tm
>>
>>
>>
>>108302555
>tamzaiy:https://www.pixiv.net/en/users/38224130
wow, very good quality
>>
>>
>>
>>108301905
>>108301912
what is debo doing here? fuck off
https://rentry.org/debo
>>
>>
>>108302555
Jeets are probably stealing my shit already, why not: https://civitai.com/user/RavagedCherry
>>
File: LTX_2.3.mp4 (2.7 MB)
2.7 MB MP4
LTX-2.3 is now supported in ComfyUI
Major quality improvements from Lightricks:
Finer visual details
Better 9:16 portrait videos
Cleaner audio
More stable image-to-video motion
Smarter prompt understanding
Clearer text rendering
Getting Started
Update ComfyUI to the latest version (0.16.1)
Download workflow here:
I2V: https://github.com/Comfy-Org/workflow_templates/blob/main/templates/vi deo_ltx2_3_i2v.json
T2V: https://github.com/Comfy-Org/workflow_templates/blob/main/templates/vi deo_ltx2_3_t2v.json
Follow the prompts to download the required models
Configure your prompts and inputs, then run the workflow
Check our blog for more details: https://blog.comfy.org/p/ltx-23-day-0-supported-in-comfyui
>>
>>
>>
>>
>>
>>108302555
Add my script please , https://rentry.org/RemovingDiffusionGunk with the batch processing python script https://www.mediafire.com/file/vipr 23exc5htmnt
>>
>>
>>
>>
>>
>>
What would be a good model choice if I want to try i2v generation with wan2.2 for a 16 GB card? I have recently upgraded to a 5070ti and want to try it out, the guide from the OP post mentioned quantized models but doesn't really say which ones would be better for such VRAM size and where to get these, they only give links to the baseline Kujay stuff.
>>
>>
>>
File: 1747559703334373.mp4 (1.5 MB)
1.5 MB MP4
https://www.reddit.com/r/StableDiffusion/comments/1rln0zi/ltx23_image_ to_video_seems_off_probably_doing/
it looks like ass probably because of the upscaler shit, when will they realize that they should get rid of that shit all together, fucking retards
>>
File: oy vey.jpg (101.2 KB)
101.2 KB JPG
>>108302626
https://files.catbox.moe/jvrs5y.mp4
https://files.catbox.moe/dhbtrb.mp4
https://files.catbox.moe/95o457.mp4
https://files.catbox.moe/uijreg.mp4
it's still meh, you promised you'll get Seedance 2.0 at home BornSteinOvitz!!
>>
File: 130567138_p0_master1200.jpg (879.2 KB)
879.2 KB JPG
>>108302555
>Nekotwins:https://www.pixiv.net/en/users/93453238
ToT
>>
>>
File: Jenny Maid.webm (3.9 MB)
3.9 MB WEBM
>>108302812
Uhh... that's what every LTX video has always looked like. I've never seen one without the overdone facial animation and melting/bubbling imagery.
>>
>>
>>
>>108302968
>how are you?
Fine thank you
https://youtu.be/nlLhw1mtCFA?t=10
>>
>>
>>
>>
File: ComfyUI_03408.png (2.9 MB)
2.9 MB PNG
>>108302968
>just spent 19hrs at work (21.5 if you count the commute)
As I sit here eating my cold Pizza Hut pizza before finally getting to crash, I wish I were dead.
>>
https://www.reddit.com/r/StableDiffusion/comments/1rl9pic/comment/o8rq tjl/?utm_source=share&utm_medium=we b3x&utm_name=web3xcss&utm_term=1&ut m_content=share_button
>Its another wan 2.1 finetune
the open source community is filled with retarded throwing money on losing horses, there I said it
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>
>>108303190
I stopped posting there when Julien started baking, around thread #50. Then an NAI shill took over, and he’s still posting there >>108302663. /adt/ would be better if it stayed local, /g/ is a majority free OS oriented board after all.
>>
>>
>>
>>108303256
The actual reason is the big secret behind sites is that content creators are a big need. If you start a subreddit, ok, so what keeps the conversation going?
The answer in 4chan's case is they hire indians to make threads over and over, and their attacks are basically like "this isn't a popular thread" - ie they don't want to keep working, indians are lazy and so quality is always declining.
>>
>>
>>
File: 1770669610264746.jpg (78 KB)
78 KB JPG
>>108303209
>>108303241
>using cloud based llms
enjoy being unable to talk dirty with it when the gov finally locks it all down. It happened with Grok and it'll happen with everything else. Gemini is in the news cause some retard committed sudoku cause of it. cloud LLMs are FUCKED.
>>
>>
File: 1769543192936693.png (19 KB)
19 KB PNG
>>108303297
>>
>>108303314
>>108303304
You can always repost . Having a local anime space without NAI shills or Nano Banana Pros shills would be cool.
>>
>>
>>
>>108303349
you still want to download that giant model? it doesn't look much better than ltx 2.0 >>108302866
>>
File: i5567.png (75.6 KB)
75.6 KB PNG
>>108303314
Come on faggot, you aren't the only one who can make quotes
>>
>>
File: 4674574.png (29.1 KB)
29.1 KB PNG
>>
File: 1758094123934955.png (235.2 KB)
235.2 KB PNG
>>108303374
>>108303385
that fire quote is not from me unfortunately lol
https://crestresearch.ac.uk/resources/mining-the-chans/
>>
>>
>>
>>
>>
File: dead general.jpg (23.4 KB)
23.4 KB JPG
DEEAAAD GEEENEEERAAAAL
>>
>>
>>
>>108302555
AniStudio: https://github.com/FizzleDorf
>>
File: 1646080913452.png (1.4 MB)
1.4 MB PNG
>>108303399
Arguably that would mean more posts, mr. Dubs, sir, but I rather agree with this anon >>108303443 in regards of what's actually observable. As a result? Perchance.
>>
>>
File: LTX 2.3.mp4 (2.6 MB)
2.6 MB MP4
Why do they always look like crackheads on LTX? the skin texture is so uncanny
>>
>>
>>
>>
>>
>>108303546
Yea i literally think it's just not big enough.
Nvidia said that for a single training run (for LLMs at least) is costing about $300 million. its ballooning and only continues to grow
and i bet the model size is in the terabytes
there will never be an open source model that can compete with that
>>
>>
File: w03458934085.png (93.9 KB)
93.9 KB PNG
>>108303510
Who was the culprit? the schizos? the GPU and RAM prices? The fall of Qwen? /adt/(most probable)?
>>
File: 1665862708185.png (3.1 MB)
3.1 MB PNG
>>108303525
When you're aging and lonely, nostalgia is all you have.
>>
>>
>>108303567
>single training run (for LLMs at least) is costing about $300 million
>the model size is in the terabytes
>unless we improve the architecture, yeah
I really hope the new paradigm comes soon because the LLM resource requirements are getting ridiculous. I mean really, we can't go like this forever.
>>
>>
>>108303567
There is no incentive to get training costs down in a way that would reduce the costs of the competition. Nvidia wants to sell millions of hardware and AI companies don't want someone to make a better model for cheaper than them.
>>
https://www.reddit.com/r/StableDiffusion/comments/1rlraei/ltx23_rick_a nd_morty_thank_you_ltx_team/
>the ltx employees are seething because we aren't sucking their dick hard enough
rofl, fucking jews, as goyims we won't fall for your tricks anymore!
https://files.catbox.moe/6hmbt3.mp4
>>
>>
File: 1764726711629370.png (614.2 KB)
614.2 KB PNG
>>108303647
yeah... I don't think I'm gonna download a 22b model if it looks like that, I'll wait for the next version that won't have incremental improvements
>>
>>
>>
>>
>>
>>
>>
>>
File: 1759769258899493.png (1.4 MB)
1.4 MB PNG
>>108303846
>the video completly smears once the anime girl moves faster than 2 miles per hour
kek, the chosen people still have a long way to go
>>
File: 475505284763795.png (1.3 MB)
1.3 MB PNG
>>
File: z-image-power-nodes-v1-0-has-bee(1).jpg (464.3 KB)
464.3 KB JPG
https://github.com/martin-rizzo/ComfyUI-ZImagePowerNodes
>Z-Image Power Nodes is a collection of nodes designed specifically for the Z-Image and Z-Image Turbo models.
>>
>>
>>108303936
Beautiful asian women can be on the same level as female crackers
https://www.tiktok.com/@walkerpaul28/video/7612565462378974484?_r=1&_t =ZN-94NifuHvBYI
>>
>>
>>
>>
>>
>>
>>
>>108302555
sorry I messed up the url here >>108303508
I meant to post AniStudio: https://www.anistudio.ai
>>
>>
File: ComfyUI_00274_.jpg (480.8 KB)
480.8 KB JPG
>>108303964
It handles very well img2img at 0 denoise, thanks anon!
>>
>>
>>
>>
>>
File: 1770055630232286.mp4 (778.1 KB)
778.1 KB MP4
looooooool
>>
>>
>>
>>
>>
>>
>>108304094
not sure what you are trying to get at buddy, there is no architecture with models anywhere close to what sdxl gives, I don't know why that bothers you in this way, it is annoying yes but its not my fault
>>
>>
>>108304078
I don't feel for them at all
>>108304117
Kek
>>
>>
File: Goon-Cave.png (2.1 MB)
2.1 MB PNG
>>
File: bg,f8f8f8-flat,750x,075,f-pad,750x1000,f8f8f8.jpg (84.1 KB)
84.1 KB JPG
>>108303964
I don’t get it, anima troons want to go back to clip, sdxl troons want to escape clip, what is this?
>>
>>
>>
>>
>>
>>
>>
>>108304152
>doesn't answer the question
masturbation is caused by seeing women, when one doesn't have a wife to empty your balls.
This is like how it is when you go into a store, and hey what are the odds, something smelly is right at the entrance - bbq pit, bakery, pizza (real food, not the metaphor).
>>
>>
>>
>>
>>
File: 1772547103054827.png (83.7 KB)
83.7 KB PNG
>>108304167
>masturbation is caused by seeing women
you should go to Iran, they put women into black plastic bag so that you won't have to see women and lose control over your primate pulsions
>>
>>
>>
>>
>>
>>
File: 1772694390104496.jpg (423.9 KB)
423.9 KB JPG
How can I be like him?
>>
File: deJS_zi_00011_.png (2.5 MB)
2.5 MB PNG
>>108304287
this is like asking how to be zen. if you're concerned with how to be, you will never be
>>
>>108304273
That's false. I *accidentally* jailbroke gemini. The rules are, you're le hackerman, you violated the terms, you are a TERRORIST if you jailbreak their llm.
google will never hire anybody worth a shit ever again. it's an indian poop pit.
>>
File: 1761152121897797.png (97.9 KB)
97.9 KB PNG
>>108304299
>google will never hire anybody worth a shit ever again. it's an indian poop pit.
not only that, but they're in a big trouble because their safety protocol is complete ass
>>
>>
File: harm.png (1.3 MB)
1.3 MB PNG
>>108304307
I didn't use any advanced techniques. I didn't use any techniques, other than "you are" and "the user is".
>>
File: DEBO_00067_.png (2 MB)
2 MB PNG
>>108304310
I am Him
>>
File: google gemini safety.png (109.5 KB)
109.5 KB PNG
>>108304317
>>108304307
wrong picture, here
>>
>>
>>
File: 2649435.png (125.5 KB)
125.5 KB PNG
>>108302555
>mfw have significantly more followers than any of these except one dude
>>
File: dafuck.jpg (1022.4 KB)
1022.4 KB JPG
>>
>>
>>
>>
>>108304399
>>108304411
>has a man face
>but no penis
the worst of both worlds
>>
File: ComfyUI_temp_oetlc_00001_.jpg (1.2 MB)
1.2 MB JPG
>>
>>108302555
>kunitsune: https://www.pixiv.net/en/users/1154481
Kunitsune has 553 followers for bottom of the barrel SDXL sloppa while my kinofactory Tamzaiy only has 16?
What world are we living in.
>>
>>
>>
>>
>>
>>
>>
>>
>>
File: 1752972555973852.png (1.1 MB)
1.1 MB PNG
grok is this true?
>>
>>108304478
now that everyone is waking to catjak's retardation i could see it. back then ran was basically all alone white knighting auto vs comfy, ani and basically everyone else. a bit sad how it all turned out, comfy turned out to be kind of a dick
>>
>>
File: deJS_zi_00013_.png (2.6 MB)
2.6 MB PNG
>>108304506
do people care about these smaller edit models? (honest question)
this was in my feed a couple times but I didn't include it in the news cuz I didn't think people would care
>>
File: 1751914810442287.png (1.7 MB)
1.7 MB PNG
>>108304181
Oy vey! If only more countries could strive to be more like the west and the chosen people and be into raping/eating/bombing children instead!
>>
>>
>>
>>
>>
File: DuckDuckGo(2).jpg (83.4 KB)
83.4 KB JPG
>>108304520
16 followers dude, you have beem mogged by a 1girl cowboy shot, big bubba slopper
>>
>>
>>
>>
>>
>>
>>
>>
>>
File: WanVideo2_2_I2V_01775.webm (1.8 MB)
1.8 MB WEBM
>>
>>108304469
https://huggingface.co/circlestone-labs/Anima
now repent
>>
>>
>>
>>108304642
>one anime model
...and? No controlnet, no inpaint, no nothing, I already have that here, the model is half baked, still wonderful for having a better vae but its not there yet, still waiting for the full release and hoping for it to be wonderful but thats it, a single anime model for cosmos, and you want people to stop everything on sdxl for this? maybe all devs that are only interested in anime could, but thats about it