Thread #108679668
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Discussion and Development of Local Image and Video Models
Previous: >>108678585
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
>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
>Qwen
https://huggingface.co/collections/Qwen/qwen-image
>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
>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
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
377 RepliesView Thread
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https://comfy.org/countdown
https://www.youtube.com/watch?v=Y83vUJDiW7Y
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>>108679704
this retard made a countdown saying that "SOMETHING BIG IS COMING" and everyone spent the whole 24 hours speculating about a new model, turns out that it was just a new funding for them and nothing for us
https://xcancel.com/ComfyUI/status/2047731693788995871#m
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>>108679684
tbhq hes right, it was probably an internal site for the comfy staff and some loser redditor found it and started sharing it to everyone else
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>>108679668
Let's discuss how raising $30 millions will help local generation.
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>>108679717
>>108679742
>>108679773
>>108679784
get the fuck out >>108653190
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>>108679731
brother they posted it on xitter
https://x.com/ComfyUI/status/2047479358278058152
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>>108679809
>I don't think they give a shit really
if it was true he wouldn't have apologized >>108679684
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>>108679802
The countdown had it purpose and it was to announce the new funding, it wasn't meant for the public but for the comfy staff, it happens that some redditor found the site and he plastered all over r/stablediffusion creating hype for something he didn't knew anything about, they probably just played it along
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My guess is that there was a new model but it turned out to not be ready in mind so they extended the countdown to whip this other announcement instead. I refuse to believe they made a countdown solely for this shit.
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>>108679816
>>108679819
This was after after people started posting about it
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>>108679831
you can't rewrite history, they made this shit all by themselves >>108679816
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>>108679831
>w-we didun do nuthin!
I won't forget this, every single remaining day of my life I'll pray for your downfall
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>>108679856
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https://www.reddit.com/r/StableDiffusion/comments/1sumuc3/comfy_raises _30m_to_continue_building_the_best/
lmao he's digging deeper
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>>108679885
get the fuck out omg this isn't the thread to post those gens, GET OUT >>108653190
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I'm incapable of making an effort post so I will just leave this out here for people training loras, this works very well and is stupidly easy to do: https://arxiv.org/pdf/2507.17634
The plots are val loss testing on two different datasets, a large one (takes longer to overfit) and a small one (overfits faster), doing 1-sqrt merging
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>>108679885
leftymemes.png
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>>108679910
>>108679910
explain like I'm 5
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>>108679910
https://arxiv.org/abs/2507.17634
>We present Warmup-Stable and Merge (WSM), a general framework that establishes a formal connection between learning rate decay and model merging.
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>>108679969
>the countdown page wasn't mentioned on their main page, youtube or plebbit
it was mentioned on their twitter >>108679816
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I have been trying to get LTX-2.3 working, is the model supposed to take ages to load? ComfyUI console says "Requested to load LTXAV", UI is on SamplerCustomAdvanced node. 1-2 cpu threads pinned to 100%, 1% GPU usage, 77% VRAM used. Am I just impatient or is my shit just fucked?
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>>108679919
>>108679946
Do you really fail to recognize how these things can generalize outside of the tested domain? Check appendix B; also, I verified it works empirically, as for the possibility of decaying the LR being better than this for loras on diffusion models: is anyone training the same lora 10x on different decay schedules to find the best one?
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>>108680017
>mugen
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>>108680023
>is anyone training the same lora 10x on different decay schedules to find the best one?
https://www.youtube.com/watch?v=Nt2yXplkrVc
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> be tdruss
> fucking love anime
> want to make gens, but there are no good models
> "should I cooperate with other trainers?"
> "nah, they are retards, I'm better and did it thousand times"
> choose literally who model as base, because of "muh benchmarks" (according to /ldg/ retard)
> "yo comfy bro, gibs"
> "sure bud, take $2 000 000"
> out of sudden make the best local anime model
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>>108680111
>forget concepts
>>108680074
>forget concepts
repeating a lie over and over like an autist won't make your point stronger "anon"
>>108680113
>use some of that money to optimize this piece of shit UI, faggot.
are you up to ther challenge?? >>108679896
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>>108680094
> choose literally who model as base, because of "muh benchmarks" (according to /ldg/ retard)
idk whats so hard to understand about it. It literally got better bechmarks than competitive models with open weights (literally posted on the cosmos website) and its fairly small which is important for local training and local inference since we all know how generation speed for lumina and newbie is the main reason nobody gave a fuck about those.
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>>108680151
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>>108680192
>Then I tried the same prompt in Mugen and got results that blew my expectations out of the water.
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>>108680248
idk what you are trying to argue desu. What is your point? Whats the big conspirational angle? That nvidia who developed a model for industrial robotics cares for local anime cunny?`Waiting for citation.
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genning 1girls, i'm sorry i ever left you
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>>108680295
>>108680295
Mugen has it, and it's a really solid model, at least you don't get the 700 error messages that pop up when fine tuning Anima.
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Hello Anons, I have a question.
This message appear when using Anima, the strange thing is that I have 64gb RAM and 16gb VRAM, this never happened to me before using SDXL or FLUX
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>>108680266
> That nvidia who developed a model for industrial robotics cares for local anime cunny?
Yes. Part of diversification strategy, if you read news. Nvidia cares about ComfyUI: DGX Spark, RTX nodes, nvidia only features, like better kernels, attentions or dynamic vram, native nvfp4 support - can you show me native gguf support?
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>>108680347
https://learn.microsoft.com/en-us/answers/questions/4174020/referenced -memory-error
Hi Eimear
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AHAHAHAHAHA LOCALKEKS SHILL API FOR FREE
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>>108680459
>>108680515
start doing this
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Gonna share my 'toss lora, in the spirit of the great news.
https://files.catbox.moe/l7y1fd.safetensors
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>localkeks fell for it
AHAHAHAHAHAHA
https://x.com/underwoodxie96/status/2047715869380534479/photo/1
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>>108680667
>>108680657
>>108680655
I think the joke is... it's nothing. Keep up here
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>>108680682
put a sock in it
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>>108680682
with AI I can make my own 3DPD whores.
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cumrag UI never ceases to amaze and disappoint me in it's ineptitude
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>>108680800
>>108680809
you two have never touched a diffusion model in your life
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>>108680817
>>108680785
>>108680762
>t. nogen
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>>108680851
Sure, right here >>108680577
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>>108680826
>>108680834
ez
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A charming, traditional half-timbered house with a weathered brown tiled roof, dark wooden beams, and green shutters stands idyllically on the grassy bank of a babbling stream. Lush green ivy climbs the white stucco walls. Beside the house, a meticulously kept lawn is bordered by a low, rustic stone retaining wall, featuring a cozy outdoor seating area with a wooden round table, woven chairs, and vibrant potted pink flowers. The shallow, clear stream rushes over smooth rocks in the foreground, creating small, dynamic white-water cascades. A dense, verdant forest of tall deciduous trees lines the gently sloping right bank. Bright, direct natural summer sunlight bathes the scene from high camera-left, creating deep, cool shadows under the forest canopy and crisp, high-contrast illumination on the house. The harsh, brilliant light strikes the flowing water, creating dazzling reflections and sparkling highlights on the ripples. The sky above is a vibrant, clear blue with a few faint wisps of white cloud. Style: Classic travel editorial landscape photography. Mood: Peaceful, pastoral, and deeply serene. Aspect ratio: 3:4.
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>>108680863
You stupid fucking ape
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>>108680807
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>>108680863
that looks absolutely not like
>>108680699
despite running four attempts.
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>>108680863
respect for actually trying
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>guys look how much better the billion dollar companies models are that are using trillions of gpus compared to your single computer model! epic pwnage hahaha localkeks get REKT
kind of missing the point but keep going queens!
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>>108680975
nobody thinks that except for you retarded api trolls. imagine shilling this fucking hard for a billion dollar corportation. you faggots should feel disgusted not for using the service but for sucking the services cock
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>>108680998
>imagine shilling this fucking hard for a billion dollar corporation
>Today we’re excited to share that Comfy has raised $30M at a $500M valuation! Comfy has grown a lot over the past year, and especially over the past six months: more than 50% of our users joined the Comfy ecosystem during that period. Comfy Cloud has also grown quickly, with annualized bookings crossing $10M in 8 months.
this is a shill thread. api belongs here
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>>108680777
"give the man a top hat and glasses."
https://litter.catbox.moe/z7dihqui0arwpxad.mp4
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>>108680975
considering that your api is some giant pipeline with numerous control instances equivalent to the most schizo comfy workflow - yea, doing something good with the bare minimum of effort is on par. People who schizo out with their workflows and include upscaling and all that shit involved will do shit on par, certainly. But then you niggas cry about muh workflow as if behind the magic curtain of api is just i dont even know what you think there is.
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How long until I can gen something like this in local?
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>>108681081
I actually saw a SD1.5 workflow that could do this, I think it was somewhere in the premium workflow section of ComfyCloud. I haven't tried it myself, but it seems worth purchasing if you're into complex multi-node generations
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>>108680655
>>108680657
>>108680667
No idea why catbox shit the bed, here's a different link. Catbox won't let me reupload it now.
lime____.com/d/22BpZ#FRIAYqVko8
replace the "____" with wire
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>>108681030
"give the anime girl a black dress."
the face is diff but inpainting could prob fix that. but, works as a concept:
https://litter.catbox.moe/ow3h28dj8pqlb7cd.mp4
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This is gonna change the porn games industry forever
https://github.com/shitagaki-lab/see-through
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>>108681096
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>>108681232
What prompt did you use?
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>>108681172
dr pavel, im invisible
https://litter.catbox.moe/rfp52pj2l618uqbn.mp4
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>>108681244
一张栩栩如生的照片描绘了《西游记》中女子王国的迷人风光,照片中六位美丽的宫廷女子在阳光明媚的海滩上。photorealistic, close up, curvy, straight from iphone camera roll
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>>108681260
change the man on the left to a large panda bear.
https://litter.catbox.moe/4j8zgc814u5dm6dz.mp4
all you'd have to do is use the original audio (that or prompt something new).
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>>108681268
>I just woke up. Am I getting this right? The big hype announcement was that they got some VC cash and they want us to tweet about it and get a hat or something maybe?
No you got it wrong. Unemployed people want you to get outraged over nothing like usual.
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>>108680762
this made me go root around my old hdd for sdxl sloppa. was such a fun model for the time, too bad they shit the bed afterwards.
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>>108681277
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>>108681305
kek, it worked with a prompt
change the man on the left to a large panda bear. the panda bear says "I need a big guy to get on my aircraft. where is the big guy?"
https://litter.catbox.moe/a9ohhpfurvbd5vjn.mp4
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>>108679668
Baker of /ldg/ here, I have an important message to communicate to you all.
With /ldg/ we have shared many moments, both good and bad, and we have been able to overcome them through teamwork and thanks to all of us who gave the best of ourselves.
After today's events with ComfyOrg and its organization, I have been left perplexed and without direction or action to take in response to this measure. /ldg/ will never be the same after this comfyui catastrophic move. As a baker of this general, sincerely I do not want to be complicit in this great ponzi scheme and I have stopped identifying myself with this ideology of Comfy. Nor do I want /ldg/ to be identified as part of this great farce that is the local models ecosystem, a case bordering on what would be organized crime.
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>>108681344
you fucker
>>108681366
I'm guessing prompt was made with grok, it gets pretty unhinged
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Why is Klein too dumb to understand how limbs work?
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>>108681378
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>>108681378
Welcome to open source funding. Tdrusell gets free money, wastes it on his pet project, nothing of value is produced, Comfy needs money and now we are here, tale as old as time, why are you surprised?
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lol I love trolls like this. you can shitpost these subhumans with a laugh seething over things existing. festive outrage performance show for free now here we go.
>>108680682
waaaah instead of closing and hiding the thread im going to be a faggot and seethe and go into a thread I hate waaaaaaah I am a big bitch and fragile faggot in life <---- you right now