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>mfw Resource news

07/22/2024

>Intel AI Playground beta Official Launch
https://game.intel.com/us/stories/introducing-ai-playground/

>SD3 Unbanned: Community Decision on Its Future at Civitai
https://civitai.com/articles/6221/sd3-unbanned-community-decision-on-its-future-at-civitai

>GenTron: Diffusion Transformers for Image and Video Generation
https://github.com/lavinal712/GenTron

>ComfyUI-Lumina-Next-SFT-DiffusersWrapper
https://github.com/Excidos/ComfyUI-Lumina-Next-SFT-DiffusersWrapper

>PhotoMaker V2 Released with improved ID fidelity
https://github.com/TencentARC/PhotoMaker#-new-featuresupdates

>T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
https://t2v-compbench.github.io/

>ComfyUI_FL-Trainer: Train Loras in ComfyUI
https://github.com/filliptm/ComfyUI_FL-Trainer/tree/main

>Video Diffusion Alignment via Reward Gradient
https://github.com/mihirp1998/VADER

>Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation
https://github.com/LiuJF1226/Mono-ViFI

>RealViformer: Investigating Attention for Real-World Video Super-Resolution
https://github.com/Yuehan717/RealViformer

>PlacidDreamer: Advancing Harmony in Text-to-3D Generation
https://github.com/HansenHuang0823/PlacidDreamer

07/21/2024

>Batched Runge-Kutta Samplers for ComfyUI
https://github.com/wootwootwootwoot/ComfyUI-RK-Sampler

>SimpleTuner now supports Kolors training for full tune or LoRA/DoRA
https://github.com/bghira/SimpleTuner/blob/main/documentation/quickstart/KOLORS.md

>What Kamala Harris has said about AI, tech regulation, and more
https://techcrunch.com/2024/07/21/what-kamala-harris-has-said-about-ai-tech-regulation-and-more/

>DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors
https://github.com/FDoKE/DynamiCrafter

>ComfyUI_EchoMimic: Lifelike Audio-Driven Portrait Animations
https://github.com/smthemex/ComfyUI_EchoMimic

>mfw Research news

07/22/2024

>DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks
https://arxiv.org/abs/2407.14509

>M2D2M: Multi-Motion Generation from Text with Discrete Diffusion Models
https://arxiv.org/abs/2407.14502

>ViLLa: Video Reasoning Segmentation with Large Language Model
https://arxiv.org/abs/2407.14500

>HOTS3D: Hyper-Spherical Optimal Transport for Semantic Alignment of Text-to-3D Generation
https://arxiv.org/abs/2407.14419

>Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations
https://arxiv.org/abs/2407.14367

>Large Kernel Distillation Network for Efficient Single Image Super-Resolution
https://arxiv.org/abs/2407.14340

>How to Blend Concepts in Diffusion Models
https://arxiv.org/abs/2407.14280

>Unlearning Concepts from Text-to-Video Diffusion Models
https://arxiv.org/abs/2407.14209

>Visual Text Generation in the Wild
https://arxiv.org/abs/2407.14138

>Stable-Hair: Real-World Hair Transfer via Diffusion Model
https://xiaojiu-z.github.io/Stable-Hair.github.io/

>360VFI: A Dataset and Benchmark for Omnidirectional Frame Interpolation
https://arxiv.org/abs/2407.14066

>Not All Noises Are Created Equally: Diffusion Noise Selection and Optimization
https://arxiv.org/abs/2407.14041

>Semi-supervised reference-based sketch extraction using contrastive learning
https://arxiv.org/abs/2407.14026

>Continual Distillation Learning
https://arxiv.org/abs/2407.13911

>CoAPT: Context Attribute words for Prompt Tuning
https://arxiv.org/abs/2407.13808

>Stable-Hair: Real-World Hair Transfer via Diffusion Model
https://arxiv.org/abs/2407.14078

>Attention-based Representation Distillation Baseline for Multi-Label Continual Learning
https://arxiv.org/abs/2407.14249

>Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion
https://arxiv.org/abs/2407.14143

>PD-TPE: Parallel Decoder with Text-guided Position Encoding for 3D Visual Grounding
https://arxiv.org/abs/2407.14491

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>>101530353
very nice

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>>101530389
I'm not staring

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>>101530389
Thanks, you too.

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I can't lama cleaner this one to make it postable
https://files.catbox.moe/th53td.png (embed)

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what negative embeddings do you guys use, if at all? I just use easy negative but I've seen a lot of people use all sorts of different ones, with some being specifically for improving hand/feet/overall anatomy but seems like a meme to me.

>>101530675
for 1.5 I used to use fastnegativeV2 because it was supposed to not interfere with the prompt. But I think they are just a meme.

>>101530675
I don't use negative embeddings anymore because they don't seem to do anything with modern xl models

>>101530724
I see people using XL ones with Pony. I'm not sure if that even works, because XL loras don't always work right with it.

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>>101530901
cool

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>>101530959
nice Booba

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>>101530968
Thanks, nice pixels

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is there any a1111/forge extension that automatically gives you lora trigger words or do I have to open civitai and look it up every time because it's some stupid shit like amazing_eyes_by_faggot69_ponyxl ?

good morning
trani is shit

>>101531042
I thought someone said there was a way to in a1111, but I don't know. Apparently civitai helper will give you info about them

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>>101530401
Ive always wondered what's with the horns?

>>101531174
debo = devil boy

>>101531042
No no
amazing_eyes_by_faggot69_ponyxl is for the loli realism model, what you want is
amazingEYEby_faggot70_xl

Also it doesn't work with feet, hands, breasts, labia, hair or potted plants

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>>101531203
Ahhhhhhhh okay. I always thought debonair or something.

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>>101531225
I like when they put their username at the beginning so I remember I have an amazing eyes lora but can't find it because it's aifappingjack_amazingeyes_000007

I sense imminent icons

>>101530038
It happens all the time for me. I have to manually stop every prompt I make because in the command window it hits 100% but the UI stops at like 1 second endlessly. Plus sometimes the prompt doesnt even start making the image

>>101530039
Maybe ill give that a shot. It cant be... that much harder I hope

You guys have gotten better at making gens in the past week. /g/ was pretty grim for a while.

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Big hair!

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>>101531534
Yeah ok that wasn't hard at all. All I really had to do was just make a new box for the Lora( which they pretty much tell you and past that it's practically the exact same shit

Except WAY better. I'm sure some of you guys are doing like 20 images a fuckin minute but being able to do ONE in a minute is a tremendous upgrade from EasyDiffusion.With that I was waiting like 10 minutes for 2 images. No more of that nonsensical fucking staling too like its using my card to mine for bitcoin. This is way way better. Take that other SHIT out of the OP and tell people to git fuckin good.

>>101532019
is that the FAS gremlin?

I didn't think this general could get as dead as this, jesus

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>>101532400
The average wizard tends to generate nsfw as often as possible, therefore most are probably posting in the /b/ degen thread. Extreme restraint or post-nut clarity only allows a small window of opportunity to post here.

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269m, 2 nodes have finished on this one. and 34m, popular saas, ill check but i think theyre doing 1m+ daily
image download for both of these is separate, 17m/6.4TB for the first and ill start the second in a bit, with more download nodes for both
>>101529491
thanks !
>>101529529
there are datasets up already, check my hf
>civitai (~4.1m, webdataset)
>fashion-150k (mix of designers from a retailer, webdataset, dataset viewer broken until my pr for datasets is merged). these are small sets, not webdataset atm, you'd need to download from the urls, Chanel, Gucci, Juicy, Nike, JeanPaulGaultier
>tate (artwork from a museum/art gallery, was going to be a webdataset but hf's dataset viewer was playing me up, apparently you can't have both json and webdataset, i wanted the viewer to use json but have the files as well)
>aops (forum posts from a math thing)
i was thinking of releasing the metadata for the saas early like without the images because people can always filter it on prompt, model, sampler etc and download their own smaller set. the full sets are going to be huge anyway ill probably need to ask hf for permission before uploading

why does schizo hate ani so much?

>singular schizo anon theory

Can I remove anything from my 19gb torch folder and keep genning?

>>101533504
tell us why faggot not the voices in your head

>>101533689
nice

>>101533709
ty

Stable Audio Open
>Only audio files with Creative Commons licenses have been used to train the model. This decision guarantees the training materials’ ethical and legal soundness
grim outlook

any sd3 finetunes yet?
I checked out just before they rolled back the throttling license

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>>101533890
not really
just been unbanned from civit so maybe in the near future

>>101533685
because he's literal human garbage
be happy to only know trani from 4chan

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godo norgnim

>>101534044
good morning
i hope you are feeling well

>>101534151
mh, is that better or worse than yesterday?

>>101534248
idk, but i deleted my tiktok, and am going to try to avoid indulging in such media

>>101534267
thats a good thing, tiktok is poison for the mind, well done

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>>101534190
damn this is so crisp

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>>101534318
tyty

What is the status of SD3? Still shit?

>>101531042
I can add the trigger words, define lora weight and add prompts to my lora, I think civitai helper is doing it.

>>101534636
sai acknowledged its shit and that it has a shit license so they're going to release a less shit version with a less shit license (2 weeks)

>>101534673
the licence changed weeks ago

>>101534673
>so they're going to release a less shit version with a less shit license
Back to waiting

stockholm syndrome the thread

>>101534723
Honestly the parallels between this general and the discourse in shitcoin telegrams channels is insane.
It's almost exactly the same minus the pump it and panic seller gifs

>>101534819
Was buying a 4090 some kind of exit scam?

>>101534848
Could be a laundry considering the amount of money burned desu

>>101534000
I think this statements regard you alone schizo. try again

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>>101534819
can your shitcoins make 1girls?

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seems like a long time ago i 'sold' a couple pics on this hic et nunc site for a profit of maybe a fraction of a cent. my very brief interest in such things.

>lol just use this undocumented option, we dont want it to work in the same way as everything else
>just define it all in yaml
>yaml format is undocumented
>ok sure ill use the `_to_yaml_list` function then with the undocumented dict version that i already had to figure out
>broken
>cool ill figure it out from the code then
>finally works locally on main branch
>but the main branch has a fix that isn't in the current release
>their own servers use that release
>ultimately still broken
is it any wonder nobody really uses hf libraries

I'm ready for it!

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the drum is rolling. what could it be? will it be good?

what's the buzz?

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I should have changed the background.

all that hassle because of a check that isnt present in any other dataset type, that literally isn't needed because arrow handles missing fields itself, like its doing for all the other dataset types, thats literally one of the reasons to use it. the thing arrow cant handle is different types under the same column

>>101535681
nice, it's even the right number of fingers! gg

>>101535681
>100k images genned of the same subject

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>>101535681
I rolled out of bed for this. congrats franners! classic choice!

>>101535681
congratulations

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>>101535681
congrats! only the second anon ever to officially cross the 100k threshold. others may have done it in cumulative but only you and comfy have done it in sequence afaik
looking forward to what the next 100k bring

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>>101535746
This one is superior

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>>101535795
agreed

>>101535681
wooo grats

>ani edges me closer to developing lolita complex

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https://youtu.be/n7SXX4ZXXFE?si=Rb1n3ncaaooCMpCg

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anyway, apart from anything new in the last few days, playground is finished!
>273048587
hopefully i can get all the images downloaded soon:tm:
44m leonardo so far
i estimate playground will be about 95tb, im not going to ask if its ok to upload, they can just deal with it

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>>101535868
>about 95tb
wew

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Alright time to generate other stuff

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>>101535817
that's just you

>>101535868
>im not going to ask if its ok to upload, they can just deal with it
based

>>101536003
/r/ing a PWEENE Erin

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>>101535681
Grats!

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I am cooking a hensel lora.

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>>101536017
>/r/ing a PWEENE Erin
https://files.catbox.moe/ykn93z.png
https://files.catbox.moe/n5hz73.png

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>>101536219
>https://files.catbox.moe/ykn93z.png
>https://files.catbox.moe/n5hz73.png
delicious

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neat, i have sunglasses like this
>>101535904
~95-110, it's about 350-400gb per 1m. probably another ~3-4m in the last few days, started grabbing those now
>>101536017
>contact us for large repos (TBs of data)
>We generally support repositories up to 300GB. If you would like to upload more than 300 GBs (or even TBs) of data, you will need to ask us to grant more storage.
if it even works, reads like theres an account storage limit but civitai set is ~818gb so who knows, probably outdated or just wrong like the rest of their documentation

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>>101536312
https://files.catbox.moe/60eeeo.png
https://files.catbox.moe/tio7hb.png
https://files.catbox.moe/dor442.png
https://files.catbox.moe/ao3oyq.png

How would running local on an RTX 3080 compare to NovellAI's image generation? Trying to decide if it will be worth the time setting it up.

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>>101536365
>https://files.catbox.moe/60eeeo.png
>https://files.catbox.moe/tio7hb.png
>https://files.catbox.moe/dor442.png
>https://files.catbox.moe/ao3oyq.png
naughty! hehe

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just one more gen.. then ill play ti eph tu for ein bisschen

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>>101535904
>MJ Bobo
Sounds like a pen name. I like it.

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>>101536489
I liked all the graphic novel aesthetics that came out from that prompt

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>>101536489
reminds me of a vqgan gen, for some reason
https://x.com/RiversHaveWings/status/1522934849643765760
miss vqgan, most soulful era of a.i.. sadly i am unaware of a working colab notebook of it

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https://tensor.art/models/753691761999681712/Hensel-twins-2024-07-23-16:15:39

new lora, chuds.

>>101536745
I like this one mint pussy

>>101536753
Nice

>>101536753
kittenbox?

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>>101536938
https://files.catbox.moe/h7ptsu.png

>>101537049
Thanks. Now to find that Kenva lora.

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>>101537109
https://civitai.com/models/366990?modelVersionId=454703

>>101537185
Yeah I found it but thanks for providing the link anyways.

where I can test toon crafter for free?

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>>101537238
huggingface. the space is linked in the repo

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>>101537238
https://huggingface.co/spaces/Doubiiu/tooncrafter

RuntimeError: Error in function: AITemplateModelContainerRun - [gemm_rcr_bias_43.cu] Got cutlass error: Error Internal at: 200

made ait errors show in the traceback. very useful, easy to miss them because they're printed above the traceback
1 op left on my list for now, vector_norm/reduce_* needs to support more than 1 reduction di for stable cascade. couple others that should be low priority, would be useful if hf supported searching model configs
then i can finish the unittests, would be useful if hf documented the inputs/outputs of all the modules in diffusers desu, they only really have that for the top-level modules like UNet2DConditionModel so you have to trace it from there or add a bunch of prints

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a mess, but interesting composition, sortof

>>101538100
I like setting the resolution to 2048x2048 then adding ((Multiple Poses)) and it just kind of fucking goes ham on it. You can some really creative shit that you can't prompt otherwise, or I do anyway.

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>>101538124
trying some, just not at that size

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>>101537189
>>101537049
I really like the Kenva lora

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> prompt catgirl
> it gives her a bell collar
nice

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>Catgirl knight in armor with ((huge breasts))

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Afternoon anons

>>101538717
Good afternoon.

>>101538717
I want to see Quokka running in a sport like Baseball or Football with the ball

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>>101538717
afternoon, made you pancakes

i miss schizo anon

>>101538942
you really don't because you are him

>>101538958
we all are

>>101539008
how can you miss what's never gone?

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>>101538958
wait, if he is somebody, who am I?

>>101538958
cry more bitch

>>101539062
Vince. We're all Vince.

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>>101538717
ga

>

civitai just started restricting mature content on any lora of a character that "canonically" has an age under 18. they are going to go broke cause generating waifus was the only reason anyone paid for that broken piece of shit and 97% of anime girls are "underage"

>>101539373
I dislike this timeline more the older I get.

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Do any anons here have an educated guess that isn't just pulled out of your ass on when we might have an open-source model that has prompt adherence like Dall-E/ideogram.ai/etc?

SD prompting is fucking retarded and I have zero interest in using such an outdated model that can't understand natural language prompts.

With Stability AI having completely shit the bed and gone to hell, it seems to me it might be another year or more before we get anything even close to what Dall-E 3 can do, and that model is already a year old at this point.

I almost kind of feel like open-source image generation is pretty much dead. No one is working on new models, or even announced that they plan to in the future.

And let's face it, SD is extremely stale. The fucking thing can't even do lesbians scissoring, no matter what finetuning or LORA you put in front of it. I lost interest in 1-girl garbage about a month after SD 1.5 dropped. That's literally 2 years ago now and character interactions are still essentially impossible or completely random garbage.

Is it really over?

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>>101539373
>canonically
1,000 year old dragon stocks just skyrocketed

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>>101539373
Good. Pedophilia is evil.

>>101538942
never posting an image to this shit thread again btw

>>101539452
It's depressing really. You either have open-source software that's unrestricted and lets you use it freely, or you have closed-source that's a hundred times better but Mr. Shekelstein doesn't let you generate what you want and even spies on you

>>101539373
>they are going to go broke
probably already are and that's why they've done it

>>101539567

Sleeping with 20 year old hags so feminists don't have to compete with younger women is pathetic beyond belief. But it's okay I'm sure if you moralfag harder, Stacy will approve of you!

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Is this to your enjoyment?

>>101539633
>about to go broke
>cut off your main source of revenue
?????????

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>>101539882
how old is she canonically (and in human years)

>>101539674
>20 year olds are hags
you can't be serious, i would agree with 23 or 24 but 20 year olds still look great.

>>101539452
>>101539597
It's a real shame Emad blew his load like a dipshit when the tech was just ramping up. We need a dumbass like him to come along with more money than sense and make models with the tech we have today, and we probably never will have anything close to that ever again.

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oh nice, glad it was useful, would have been nice to get some recognition though lol

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>>101539955
about 25?

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>>101539373
Glad I don't do character artwork.

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>>101539674
you have to be over 18 to post on this site.

>>101539567
a pedo ruined my life and my when i was a kid

honestly is it really so difficult to just say thanks for the data. the only reason i'm doing any of this is to hear "thanks", it's not like anyone will hire me, i get ghosted by every company i apply for

>>101540555
ngmi

>>101540548
creeps me out desu

>>101540577
never was, its fine

>>101540079
>>101540313

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>>101540548
thats pretty decent. is this using liveportrait or something else?

>>101540821
?

>>101540882
shut up debo

>>101541197
kys

>>101541316
>>101541132

>>101541392
hi debo

>>101539452
Probably not before regulation kills future local models and ensures everything ai related will be controlled by 'responsible' corporations.

>julien

>>101540821
>>101540842
very nice

how to prompt some non lewd battle damage?

think Chun-Li after a fight

>>101541669
Bruises, Scars, ((Stretch Marks)), Bloody, etc

>>101541687
thanks

>>101540555
what data?

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>>101541687

>>101541669
zombie

>>101541929
Yeah zombie is another good tag

>>101541197
Is this the trick to post children without getting banned?

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>>101540838
yeh liveportrait, having fun with it even if probably needs refining including the user (like myself) needing to be better at using it

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G'evenin Anons,

>>101541669
I thought I'd seen a defeated waifu one, but turned out that was porn. However, I did find a defeated chun-li lora looking for it, but it's just torn pantyhose
https://civitai.com/models/487455/0624-chun-lidefeat

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>>101542613
thank you

>>101542339
Its not a child its an adult woman in a prepubescent body. Technology!

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>>101542642
Cammy?

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working on an export of playground metadata now, checking for unused columns first
273562283 gens
a set with the images will come later. for now people can filter the metadata to a smaller set and download the images themselves
i could prepare an images set with what i already have downloaded though
>Load average: 82.50 80.77 70.34
server goes brrrr
>>101541732
some forum i scraped, looks like its ended up in another dataset >>101540063 my release was like a week before theirs. it doesnt really matter desu, thanks or no thanks ill keep dropping big data bangers

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>>101542980
ADetailer is creating a slightly different, more saturated color than the rest of the image. Anyone know how to deal with this?

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>>101538733
That would be funny
>>101538930
Yummy they'll go well with my burger

>>101543267
I think you could put a good enough pancake and some syrup on a cheeseburger.

>Load average: 161.85 160.46 145.79
brrrr

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>>101543411
>I think you could put a good enough pancake and some syrup on a cheeseburger.

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Good evening, anons! I hope everyone is doing well :]

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>>101543748
Evenin PW,

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>>101543954
Heya Anon! It's great to see you :]

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uploading now
wait for the drop

>>101543972
Your gens are cleean.:D

>>101542916
yeah

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>>101543987
Thanks so much, anon!!
Here's my workflow if you wanna try it :]
>https://civitai.com/models/212455/pw-upscale
>>101543983
Ohhh your fashion model? I remember you talking about it
Sounds exciting! :]

>>101544015
~273.5m gens from playground >>101542980

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>>101544015
>Grabs
Thank you

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>>101544066
Nice! I like your gens btw, really cool style!

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>bears and ctf
>golf and tees, too!
The libarians are interfering in my mapping again. IT sucks. I will not use tor and I hope your shitty wifi gets raped every day I connect. Hello /sdg/!
>RVM4WH
I need an RV, an M4, and the white house please.

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>>101544147
Any time! :D
It's super easy to use too haha
I have multiple proomping boxes so you can make minor changes as it goes through the gens
I hope it works well for you!
>>101544209
LOL i'm not sure what that means, but hello anon! Hahaha

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>>101544147
nothing beats my ultra-slop

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forgot to say amazing song debo I'll produce more bear DJs for your efforts
>KPTTD0
KEY PUNCHER TTTTTTTTTTTTTTTTTTTTT D 0

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ok the upload is taking longer than expected because hf cli only uploads 1 at a time. id fix hf cli but i dont feel like having a lengthy conversation with hf staff to convince them that its needed
>>101544149
thanks! might use one for github, the current 1girl was made with sd1.3

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>>101544305
Oh wow hahaha! That sounds like a great idea to update it :]
Is it the same character?

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>>101544357
not really but ill say it is, she's a goth baddie now

>>101544290
Impressive Anon.

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I wish Pony could gen non-1girl things

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>>101544357
hello pw, hope you're having a good day and cooking up some good gens. ani has been doing 3d model stuff lately and its real good.
on the topic of cooking, do you cook much with basil? shits so expensive

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wwwwwwwwwwwwwwwg
>You are not currently banned from posting on 4chan.
My mod told me to suck some dick & do meth & crack!

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New Thread!!!
>>101544069
>>101544069
>>101544069

>>101544393
Hahaha nice!
>>101544456
Heya Debo!! Great to see you!!
I am! It's a great day so far :]
Same to you!
Ohhh really? I hope he comes by today, I would love to see em!!
Yeah I do! I use basil mainly as a garnish tho haha

>>101531042
pr fag here, just go to the lora tab, hover over the lora in question, and you should see an icon in the top corner. (If you don't see this you're on an ancient RC) After hitting that you should see a list of tokens that the lora was trained on. Not always, but very often the trigger word is the first one in the list since it's sorted by frequency.

>>101531534
pr fag here again, add '--timeout-keep-alive 60' to your launch options and see if you don't have this issue anymore (yea this should actually be fixed but I'd rather bake)

>>101544456
>[華華忠山環有景菜
:)
>AW0A2A

>>101544540
wut