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Discussion of Free and Open Source Text-to-Image/Video Models

Prev: >>107390428

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/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/kohya-ss/sd-scripts
https://github.com/tdrussell/diffusion-pipe
https://github.com/ostris/ai-toolkit

>Z
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
https://comfyanonymous.github.io/ComfyUI_examples/z_image/

>WanX
https://comfyanonymous.github.io/ComfyUI_examples/wan22/

>NetaYume
https://civitai.com/models/1790792?modelVersionId=2298660
https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd

>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
Bakery: 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
>>
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I tried expanding my single-sentence prompts (An empty Japanese school classroom after a zombie apocalypse. There are two sleeping spots and other mess) with qwen-4b, and I'm quite happy with the results. It completely fixes seed similarity since every prompt is very different. However, it's not efficient to run an llm, then unload it, and load the same model as text encoder.
Does anyone have ideas how to reuse qwen without unloading it? Speaking of Comfy, obviously.
>>
>>107392979
>qwen-4b
the base model? the instruct model? the thinking model?
>>
>>107392990
For testing, I just used the free version on OR. I think it's thinking. But I think zit uses the original instruct one.
>>
>>107393008
that's too bad the text encoder is the base model, we could've used it to rewrite the prompt as well
>>
>nigbo
>>
Comfy must be dragged onto the streets and
>>
thanked
>>
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https://civitai.com/models/2182094/z-image-asian-girl-33?modelVersionId=2457065
Finally, a female asian lora, exactly what this model needed
>>
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Mushroom

Base is going to be worse than Turbo according to their paper, right?
>>
>>107393046
maybe its a particular aesthetic?
>>
>>107393055
since turbo was finetuned so I guess?
>>
>>107393055
Your mum should've pulled out, right?
>>
>>107393058
Perhaps it's a model for a real person and he's trying to get past the real person filter by saying it's an asian girl? I wouldn't be able to tell since you already know why
>>
CivArchive still doesnt have a Z section. Wonder how many have been purged from Civit
>>
>>107393055
prompt?
>>
>>107393058
>>107393046
no it's some jeet reusing an old data set to train garbage on site in order to farm yellow buzz, just like the majority of the slop you find on civitai
>>
>>107393086
Celebrities are not allowed there due to the (((payment processors)))

It's perfectly legal to train / generate on them though, just not posting anything sexually explicit

Someone trained some Zit celebrity loras and put them here, maybe there will be more: https://huggingface.co/malcolmrey/zimage/tree/main
>>
>>107393118
ffs man why would jeets train asians? if anything theyll train the ones theyre stalking locally
>>
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https://civitai.com/models/2176378/afterdark-z-image-turbo?modelVersionId=2450841
literally sovl vs sovless
>>
>>107393119
oh yeah I remember this guy! He had hundreds of models uploaded
>>
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my bloody rx 6600 scored 18000 in this test it shouldnt be so slow

average is 15000 for the same model
i have repasted the gpu and its doing even better than before
>>
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Local qwen 2.5
What can I do about this?
>>
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>>107393065
My mum? I'm confused by the logistics.
>>107393094
Studio Ghibli Dark Fairytale, intricate expressionistic Portrait of a female myconid, a humanoid fungi entity with a headpiece shaped like a chanterelle mushroom. She wears a long yellow dress made of natural materials and leaves, her skin is tanned and she is standing in a dark and humid cave, surrounded by glowing algae, moss and fungi. Her eyes are glowing in a red colour and she is completely expressionless. She has a regal appearance
>>
>>107393131
>170mb lora trained on 20 images
i bet it's just 512x512 images of smiling faces as well
>>
>>107393161
>qwen 2.5
why not go for qwen 3?
>What can I do about this?
use an uncucked finetune of qwen I guess?
>>
>>107393162
box it pls? thats super clear af
>>
>>107393170
meant for >>107393119
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>>107393153
this is huge
i repasted and now the gpu is generated 4 times faster??? it was doing 400s per iteration on the same workflow
>>
>>107393188
I agree that 170mb for a single person lora seems too much unless they trained many images at 1024, no idea what the quality is like though
>>
>>107393172
It's the only one I knew how to get idk what to do with the split models I see on hf
>>107393192
shits slow as hell.. is that what amd has to deal with?
>>
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>>107393233
Have you undervolted your gpu? Could help a lot.
>>
>>107393233
Use a qwen abliterated, it's literally just a qwen that got its automatic answer for naughty things removed out, no further finetune

It doesn't make it more knowledgeable about naughty things that it hasn't been trained for, but you won't get "I'm sorry Dave but I can't talk about that."
>>
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Is there a way to run the qwen prompt enhancer as a part of a WF so I don't have to switch to HF? Can I reuse the LLM loader for gemma models that some animoo models use?
>>
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>>107393055
Damn, mushroom girls.
(Please be gentle, mods. It's censored.)
>>
>>107393279
I think you replied to the wrong guy
>>107393307
I use the workflows from this: https://github.com/Koko-boya/Comfyui-Z-Image-Utilities
>>
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>>107393233
6000 series yes

its a lot better for 7000 series
>>
>>107393329
isnt that API shit?
>>
>>107393348
local with ollama
>>
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>>107393329
>https://github.com/Koko-boya/Comfyui-Z-Image-Utilities
>pircel
based, he knows what he's doing
>>107393355
>ollama
what's that? I don't have to install something else on top of comfyui right?
>>
>>107393355
Can it load goofs? Gonna need to run it at Q8
>>
>>107393170
that's the malcolmrey special!
>>
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>>107393279
yes i did
its stable as well
>>
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I got no imagination
>>
>>107393388
Impressive it did the top of the box.
>>
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>>107393372
https://github.com/Koko-boya/Comfyui-Z-Image-Utilities?tab=readme-ov-file#installation
for the package installation, you can make your life easier by simply doing it on the comfyui manager options
>Instal PIP packages
>>
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Qwen Image is such slop compared to zit... Qwen has absolutely no idea how things in non-pristine condition look like. It's a real issue with most models, but zit is at least trying.
>>
>>107393380
you should be able to
>>107393372
>I don't have to install something else on top of comfyui right?
You do it's a local llm server you can run offline
>>
>>107393402
That fucking cobweb on the bottom lmao.
>>
its doing ok for 9 steps
>>
>>107393402
Yeah, Z just directly BTFOs qwen and i assume the same will happen once z-edit gets released.
>>
I can't use Resize V2 in this particular workflow, how can I set this up to flip between the two nodes with a button? I'm not a coder, but I know it's possible to do a true/false combo.
>>
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>>107393343
>taylor bitch
>she killed dall-e and civitai
>she's finally back for free locally and without lora

fucking karma. based xi
>>
>>107393425
>You do it's a local llm server you can run offline
meh, that one can run the instruct model on comfyui directly
https://github.com/1038lab/ComfyUI-QwenVL
>>
>>107393451
im going to try lewd images of taylor swifted next
>>
>>107393451
https://github.com/Azornes/Comfyui-Resolution-Master
>>
>>107393462
>meh, that one can run the instruct model on comfyui directly
that one can do, if you go for the "direct" workflow
>>
>>107393474
Oh baby, now that's a node.
>>
If the past is to be learned, if a model wasn't released right away, it's never getting open-sourced later on
>>
>>107393503
Yeah, node made for retards.
People complain about bloat in ComfyUI but this is true bloat.
>>
>>107393461
Ikr, feels good when the bad guys lose at the end
>>
>>107393511
Yeah, ten nodes to put in some fucking numbers all over the place is super dank. I agree. UX is for fags.
>>
>>107393451
you have to use an if-else/conditional custom node, there are dozens such custom nodes but none in comfy core afaik
>>
ZIT's asian bias is pissing me off
>>
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>>107393329
>https://github.com/Koko-boya/Comfyui-Z-Image-Utilities
if you want to go for a specific gguf, like Q8, what should you write here? since the huggingface repos usually have all the Q8 quants in there
https://huggingface.co/mradermacher/Josiefied-Qwen3-8B-abliterated-v1-GGUF/tree/main
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>>107393558
the endpoint part? just leave it empty.
just choose the quant (4 or 8) & it downloads
>>
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>>107393556
skill issue
>>
>>107393620
no for the full bf16 safetensors model I get it, but what about gguf?
>>
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yeah... you're not missing much lol >>107391202
>>
>>107393651
The right image is way more "slavic" though.
>>
>>107393651
> optimized for high-quality text rendering
anon...
>>
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>>107393651
kek
>>
Just woke up
How's zimage base?
>>
>>107393680
zimage shits all over ovis wow
>>
>>107393680
>Ovis outchink'ed the females compared to z-image turbo
that's an achievement
>>
>>107393680
does ovis do nipples?
>>
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>>107393680
for a model specialized on text I find it pretty mid and unnatural desu
>>
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https://xcancel.com/bdsqlsz/status/1995455379128410131#m
yeah, pretty much confirmed that the training of base is over, now we wait for them to release it
>>
>>107393651
>>107393680
>>107393719
Is prompting like an esl the best practice for chinkoid models?
>>
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>>107392912
ANIME DIFFUSION NEWS ANCHOR!

>Noob Models!
SeeleNoobAI (2048 native resolution): https://civitai.com/models/1445275/seele-noobai-sdxl
Chenkin Noob XL:(NoobAI ESP with new dataset of character)
https://civitai.com/models/2167995/chenkin-noob-xl
WAI Shuffle Noob
https://civitai.com/models/989367/wai-shuffle-noob

>Anime LoRa Making Guide!
https://civitai.com/models/22530/guide-make-your-own-loras-easy-and-free

>Model News!
ZiT Zeta Image Turbo Model: a new 6b model, It's fast, open-source but the main problem is it doesn't understand booru tags.
UIs that supports it: Comfy, Krita AI Diffusion, Neo Forge, Swarm, SD Next

>Anime ZiT LoRas!:
Frieren LoRA
https://civitai.com/models/2176854/frieren-beyond-journeys-end-sousou-no-frieren-z-image-lora
Flat Anime Style:
https://civitai.com/models/2175307/z-image-flatanimestyle
Ra Lilium Style:
https://civitai.com/models/2125529/ra-lilium-style
Nyalia Style:
https://civitai.com/models/2180136/nyalia-style
Anime Flat Style:
https://civitai.com/models/1952560/anime-flat-style

ALSO ANIME CHARACTER LORA REQUESTS GO HERE!
>>
>>107393757
Embarrassing.
>>
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>>107393757
kys
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>>
Penis lora for z-image is out
I repeat, penis lora for z-image Is. OUT!!
>>
>>107393757
go back
>>
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why does some random chink have access to the base already?


>>107393324
cute and soft girl, plz box
>>
>>107393782
nice
time to make brazilian shemales
>>
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>>107393751
This is true for any model that uses anything other than CLIP for text encoding. You can not reach the full depth and scope of the text encoder not prompting in this manner and if you look at how the models are trained, no one uses tags or keywords because it doesn't carry enough semantic meaning to precisely compose an image and doesn't allow you to actually teach the model said semantics and meaning. This allows you prompt it to actually do complex prompts for images it has never seen before that aren't 1girls which older models fall flat on their face even attempting and missing like half to most of the details.
>>
>>107393790
Fucking faggot.
This thread is done :) Blame yourself when it happens. Cocksuckers just can't stay at their containment.
>>
>>107393787
he's not some random chink, he signed a NDA contract with Alibaba so he's probably working as a freelance or some shit
https://xcancel.com/bdsqlsz/status/1994103556312584685#m
>>
>>107393119
>sks woman trigger word
this absolute faggot has learned nothing
>>
>base z image knows the blackpink members but not jenna ortega
>>
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>>107393809
>>
>>
qwen image edit is blowing my mind and i cant wait to test zimage edit
what the fuck
>>
>>107393826
ok
>>
>>107393329
>https://github.com/Koko-boya/Comfyui-Z-Image-Utilities
>puts "keep_model_loaded" on off
>the model doesn't unload anyway
fuck ass node
>>
>>107392912
Fuck me adorably, the second girl on the left looks like a porn witch.
>>
>>107393826
>:)
>>
>>107393757
Based, anime is an important part of this hobby so it's good to have their dedicated anchor
>>
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>>107393856
>>
>>107393630
You are very skillful, Sir. Haven't seen 1female image like this before.
>>
>>107393119
>Eyelash lora
>it gives her small tits
yup, trained on faces only
>>
https://civitai.com/models/2183666

wHY DO THESE FUCKS KEEP TRAINING SHIT LIKE THIS?! LIKE WHO ASKED?
>>
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why is this such a hard concept for these models to understand?
>>
>>107393904
Wan 2.2 does this no problem.
>>
>>107393890
kek
>>
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>>107393904
Is it?
>>
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>>107393918
>>107393904
i realize the image wasnt very clear. i mean oiled skin.
>>
>>107393929
thers an oily skin lora for qwen already.
>>
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>>107393886
>>
>>107393890
i know i am
>>
>>107393774
>>107393786
Anime website retard
>>
>>107393971
you already have an AI anime thread, get the fuck out
>>
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>>107393055
Base scores higher than Turbo, but it will be the same size, slower and knock out some of the downsides like seed variety and etc. In the paper, on a certain T2I benchmark, it's self reported that in a row, Base is better than Seedream 3.0 which is better than Turbo. However, most T2I benchmarks show that it is at least tied with Seedream 3.0 if that provides a good enough reference point for the improvement. Again, Turbo is turbo for a reason. Compare A which is an unfinished Base model against D, which is Turbo. They say they use 100 steps for the Base Model to teach Turbo but I think instead of 8, it will just be something like 20-30 steps to get an image. Not the worse thing in the world if you want the slightly improved quality and seed variety.
>>
>>107393986
Seems like you are butthurt. Why?
>>
>>107393986
NTA but I gen anime and I'm not moving from here.
>>
>>107393986
Anine website, keep seething snowflake
>>
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>>107393989
>sft, dmd, d-dmd, d-dmd+dmdr
what?
>>
>>
>>107394009
gen it all you want, just don't post it
>>
>>107394032
(You)
>>
>>107394032
Kek, go back to your shithole. I will post anime whenever I want.
I repeat again
ANIME WEBSITE
>>
>>107393757
Based, fuck off /adt/ schizos
>>
>>107394009
>I gen anime
>>107394042
>I will post anime whenever I want.
no one said anything about not posting anime, but this shit is not meant to be put here >>107393757
>>
>>107393886
>>107393940
nice, you using a lora?
>>
>>107394058
I know the anime news anchor tradition started in the schizo thread, but there's no reason why /ldg/ can't have something like that. I was curious to check out the zit loras and Chenkin's checkpoint is definitely relevant to this general
>>
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>>107393757
First one for containment anchor!
Unpopular opinion: ZiT Zucks!
>>
>>107393757
No really a character but Made in Abyss style landscapes/bg/visuals perchance?
>>
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I'm getting the urge to post anime
>>
>>107393940
>she still won't eye contact me
>>
How come there's no option to select how many tiles? Or does it do it by default if you set the tile size below the image size half width/height?
>>
>>107394116
>nooooo you must post in our tranny general nooooo
>>
>>107394019
I like the fantasy settings, because that's actually my main gen type. Have you had any luck getting deformity to gen? I haven't tried it with zit yet.

Like amputees, of various kinds. above the elbow, below the elbow etc
>>
>>107394104
>ZiT Zucks!
i don't think most would disagree that IL>zit for anime but once base gets tunes the chances of z replacing sdxl for both realistic and anime are very high
>>
Qwen-Image-2511 when? It's already 2512
>>
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>>107394104
>ZiT Zucks!
I'm ready for it to replace Pony and Illustrious
>>
>>107393918
prompt?
>>
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>>
https://civitai.com/models/156345

our favorite lora is up bros
>>
>>107394164
FUCK THIS GUY

ive blocked him
>>
>>107393119
>chloe
why...?
>>
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>>107394025
I'm not here to spoonfeed you the paper, get AI to do it for you.
>>
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>>107394152
I'm not ready but I'm expecting it. I just hope you can still use tag-based prompting. It's so predictable and reliable. But can you even use prompt weights with the Qwen encoder? In SDXL I'm used to just jacking up the tag weight if e.g. a style isn't applied strongly enough. It's a big functionality loss if Z doesn't have an equivalent.
>>
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I fucking love this model. Almost as good as chroma in certain aspects, better in the other. a properly trained base model will probably become an open source standard for years to come.
>>
>>107394164
Thanks
>>
consensus on samplers and schedulers with zit?

res_multistep seems to make things noisy.
>>
>>107394209
euler simple is all you need
>>
>>107393680
>europian
>>
I still don't understand why a 4kx4k image takes up 32gb of vram in comfy while forge does it just fine.
>>
>>107394192
I agree with you that tag based prompting is superior, I just hope we can brute force it in the future. I feel like the model never listens to me without tag based prompts.
>>
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>>107393852
you too? gotta get my hands dirty with lora training. btw where the fuck are the definitive guides?
>>
>>107393903
It's just a pretty black woman. chill
>>
>>107394248
there isn't one, everybody has their own method and they all think theirs is the best
>>
>>107394252
it's 666

avoid racemixing!!!
>>
>>107394258
>>107394252
it isnt even about race fags. its about these imaginary ppl they make.
>>
Is there a functioning UI/ZLUDA implementation for RDNA4 yet? Mate of mine just bought a 9070 and is interested in doing basic SDXL shit with it.
I do it on a 6900 XT which works well enough but last I checked there was no HIP SDK for anything past RDNA3 on Windows.
>>
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>>107394129
Don't u worry buddy, this one will make all the eye contact u crave
>>
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zit was made for feet.
>>
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>>107394303
meant to post this one, sorry
>>
>>107394192
Tag-based prompting is a steaming pile of shit that was useful only for single-digit-iq models like sdxl. Tags carry zero positional information. They barely work for 1girling with well-established characters, which you can prompt with a couple of tags. And even for 1girling you can't specify if you want a hair ornament on the right or on the left. Do you want right or left hand on hip? etc, etc... Tags almost completely break apart if you have 2 or more people. You can't say "the girl looks at the boy while the boy looks at the camera"
>>
>>107394192
>>107394235
>>
>>107394346
yeah, there needs to be a formal description system.

like you can't even describe nose type.
>>
>>107394346
This, I'm hoping by the end of the year there's a properly VLM/manually captioned Danbooru dataset of some kind. Even if you're just genning coomslop there's a real need for it.
>>
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>>107394300
>>
VAE is outdated and needs to be replaced. I see VAE artifacts in every image now.. It's over.. it's so fucking over I can't take it anymore. Replace VAE NOW! We need a next gen replacement NOW!
>>
>>107394346
Tags combined with natural language is the way. Booru tags bring at least some degree of standardization and also some concepts are almost impossible to describe with natural language.
I'd say NAI's approach is very nice with their latest model, you can specify character relations with tags and target/source system and it's much more dynamic and convenient than regional prompter.
It isn't perfect but that's what I'd love to see on local, not pure NL prompting
>>
>>107394362
the ambiguity isn't gone.

A woman IS sitting on a table.

or

A woman WILL BE sitting on a table.

or

A woman once was sitting on a table.

or

A woman thought for some time, should it come to pass that we should do it, and is it profitable that I, a woman, or he, a man, should be, but it's far from myself a humble woman to consider, so it shall be perhaps one is sitting on a table.
>>
>>107394231
Because you are using all these custom nodes. Some of these might not even use cum ui's own memory management but do something on their own etc.
>>
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New adapter
>>
>>107394346
tags aren't perfect but neither is having to write paragraphs long prompts, tags are information dense and models should be trained on them too
>>
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>>107394362
One thing anime gooners don't realize is that the stupid tag based prompting will still work even on nlp based models, picrel is ZIM with 1girl, solo, chair, cafe, sitting, coffee, long hair, twintails, red eyes, sundress, indoors cafe, smile, happy,
>>
>>107394432
tags can't even prompt amputation effectively.
>>
>>107394429
FUCK I JUST FINISHED TRAINING A LORA!!
>>
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>>107394392
>>
the world's best gen in the oven.

>>107394440
(they could have, though)
>>
>>107394444
holy quad 4s

whatd u train sar?
>>
>>107394397
it's called pixel diffuser
>>
>>107394440
this single sentence tells me all I need to know about you
>>
>>107394429
all of this effort so that in a few days it'll be deprecated since we'll all be using base models
>>
>>107394461
Counterpoint, you are so insignificant you can't have needs.
>>
>>107394474
you are a weird man
>>
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>>107394346
My ideal prompting style is tag-based, with the occasional natural language dip for positioning when needed. I also want prompt weights, which I'm not sure yet can be used with Qwen. And the last obstacle which might be a deal breaker for me is style mixing (which often relies on prompt weights, incidentally). I've not seen yet any natural language-based model coming even close to IL in terms of style control. If Z doesn't deliver I'll use it for anime the same way I use current natural language-based models: I create a ControlNet source image with them, then I switch over to IL.
>>
>>107394415
>some concepts are almost impossible to describe with natural language
This doesn't make sense. Booru tags are a subset of natural language. Style tags? Just write "In the style of..." or even shorter "Drawn by..."

But booru tags can be fed into VL together with an image and instructed, "Describe this image and use the provided tags as ground truth. They should be incorporated into your description."
>>
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>alibaba
>releases ovi image model that nobody cares about
>while people are literally waiting for wan 2.5
the fuck is wrong with china?
>>
>>107394432
Use prompt enhancers. They'll rewrite your "1girl, looking at viewer, smiling" into a full paragraph.
>>
>>107394427
Comfy doesn't have nodes that does this apparently.
>>
>>107394508
no, I don't think I will
>>
>>107394508
>1girl, looking at viewer, smiling
guys just want one thing, and it's disgusting.
>>
>>107394486
I agree, weights are useful, but think they're a feature of CLIP. It's not related to tags or NL. But CLIP is ancient. Nobody uses it in newer models. So, we can say goodbye to weights.
>>
>>107394531
I wish a girl looked at me and smiled
>>
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>>107394446
>>
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>>107394312
>>
>>107394486
Style mixing worked fine on Lumina so I doubt it will be a issue, assuming they tag it right during training.
>>
>>107394539
see?
>>
>>107394535
I wonder if the old LLM prompt adherence tricks are also applicable to image gen prompts. Like "1girl, large breasts (this is very important to my career)"
>>
>>107394429
welp, time to retrain (and then retrain in just 2 more weeks when base comes out)
>>
>z can generate nasty ass foot content just fine
>ask it for superior armpit content, with some chef's kiss stubble
>it only generates baby smooth skin or full on armpit hair
chiiiiiiiiiiiinks
>>
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>>107394569
I had a very hard time steering style in Neta Lumina, but it was likely severely undertrained. I haven't gotten the chance to try Neta Yume though.
>>
This is if you prompt the enhancer system prompt.
>>
>>107394592
armpit stubble is pretty niche tag even on boorus, sadly
>>
>>107394619
I've had illustrious generate armpit stubble more readily and accurately than generating pubic stubble. I couldn't get z to gen pubic stubble either.
>>
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>>
>>107394497
>alibaba
>releases zit model that nobody expected
>while people are literally waiting for wan 2.5
Survivorship bias
>>
>>107394592
When will we finally get generative models that can actually average and generate things between two extremes which the model has seen in training or extrapolate and generate things more extreme that is has seen?
>>
>>107394617
he be doin mane the lify men
>>
>>107394628
Uhh that's weird, pubic stubble always worked for me on noob, but never the armpit stubble
>>
>>107394514
I don't think you know what I'm talking about, techlet.
>>
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comfy pls
>>
>>107394180
>chloe
>why...?
Is that you Pablo ?
>>
If I denoise a 0.50 by 0.50 do I get 1 or am I retarded?
>>
>>107394717
no... NOOOOOOOOOOOOOO
>>
>>107394723
Pablo Sanchez?
>>
>>107394729
yes
>>
>>107394642
If you can't doin mane the lify men, don't do the crime
>>
>>107394717
I noticed immediately that the power lora loader is fucked, so I turned on 'legacy' nodes
>>
>>107394717
feeling uncomfortable yet?
>>
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>>107394732
>>
It feels like zit has extremely low variation between seeds and the same prompt. Like sometimes it barely changes the poses and angles.
Is this expected behavior or some config issue?
>>
so no base?
>>
>masterpiece, best quality, ultra-detailed, absurdres, intricate details, ultra high resolution, 8k, 4k, HDR, UHD, professional photography, sharp focus, extremely detailed, realistic, photorealistic, photorealism, hyperrealistic, hyperrealism, cinematic lighting, studio lighting, soft lighting, volumetric lighting, perfect lighting, award winning, finely detailed, high quality, ultra quality, extremely delicate and beautiful, stunningly beautiful, breathtaking, magnificent, spectacular, remarkable, fascinating, incredible, gorgeous, elegant, exquisite, flawless, perfect, immaculate, pristine, ultra clean, crisp, crystal clear, ultra sharp, razor sharp, tack sharp, highly detailed skin, detailed skin texture, realistic skin, pore level detail, subsurface scattering, smooth skin, no artifacts, clean render, perfect anatomy, ideal proportions, depth of field, bokeh, film grain, f/1.8, lens flare, chromatic aberration, color graded, post-processing, tone mapping, ray tracing, global illumination, god rays, dramatic atmosphere, moody, epic, majestic, sublime, transcendent, divine beauty, absolute perfection, ultimate quality, pinnacle of art, artistic genius, visually stunning, jaw dropping, mind blowing, awe inspiring, revolutionary, groundbreaking, legendary, iconic, timeless masterpiece
thoughts?
>>
>>107394759
What did he see?
>>
>>107394743
How do I turn that on?
>>
>>107394806
down syndrome
>>
>>107394806
>generates 1girl sameface
>>
>>107394397
Lodestone will save you
>>
>>107394806
>>masterpiece, best quality, ultra-detailed, absurdres, intricate details, ultra high resolution, 8k, 4k, HDR, UHD, professional photography, sharp focus, extremely detailed
0/10
>>
>>107394814
a white woman
>>
>>107394802
That makes me confident, since it means they really want to get it right and as small as they can.

They could have done a quick release since the Alibaba teams have tons of compute at their disposal, but they are cleary finetuning this to perfection.
>>
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>>107394814
You don't want to know
>>
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>>107394806
>>masterpiece, best quality, ultra-detailed, absurdres, intricate details, ultra high resolution, 8k, 4k, HDR, UHD, professional photography, sharp focus, extremely detailed, realistic, photorealistic, photorealism, hyperrealistic, hyperrealism, cinematic lighting, studio lighting, soft lighting, volumetric lighting, perfect lighting, award winning, finely detailed, high quality, ultra quality, extremely delicate and beautiful, stunningly beautiful, breathtaking, magnificent, spectacular, remarkable, fascinating, incredible, gorgeous, elegant, exquisite, flawless, perfect, immaculate, pristine, ultra clean, crisp, crystal clear, ultra sharp, razor sharp, tack sharp, highly detailed skin, detailed skin texture, realistic skin, pore level detail, subsurface scattering, smooth skin, no artifacts, clean render, perfect anatomy, ideal proportions, depth of field, bokeh, film grain, f/1.8, lens flare, chromatic aberration, color graded, post-processing, tone mapping, ray tracing, global illumination, god rays, dramatic atmosphere, moody, epic, majestic, sublime, transcendent, divine beauty, absolute perfection, ultimate quality, pinnacle of art, artistic genius, visually stunning, jaw dropping, mind blowing, awe inspiring, revolutionary, groundbreaking, legendary, iconic, timeless masterpiece
it worked
>>
>>107394862
>the final feel
>>
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i asked grok to give me a long list of every racial slur it could think off, and then generated a picture using it as the prompt
>>
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>>
Another wonderful day of not being a comfy cuck
>>
>>107394935
What UI are you using?
>>
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>>107394862
This actually made my gens look better...
>>
>>107394946
Not comfy lol
>>
>>107394935
hence no gen
>>
>>107394954
I'm just getting into this thing and Comfy looks too complicated. What do you recommend?
>>
>>107394946
Neoforge
>>
>>107394946
The truth is I don't gen, I'm just sour grapes because I'm too tarded to use comfy
>>
>>107394963
>>107394967
Jokes aside, yeah don't start with comfy. Forge is easier for beginners.
>>
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>>107394235
>>107394192
>>107394346
Z Image was trained on tags also
>>
>>107394946
the inference script provided on the huggingface repo for the checkpoint
>>
>>107393757
I want a ZiT lora of my waifu. I'm too lazy to do it myself. If someone could make it for me that'd be great, especially to keep Frieren company since she's alone there in the Z model. If someone makes the lora I promise I'll only post my Aura x Frieren yuri gens here.
>>
>>107393233
> windows
> amd
bruh
>>
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>>107394846
>>masterpiece, best quality, ultra-detailed, absurdres, intricate details, ultra high resolution, 8k, 4k, HDR, UHD, professional photography, sharp focus, extremely detailed, realistic, photorealistic, photorealism, hyperrealistic, hyperrealism, cinematic lighting, studio lighting, soft lighting, volumetric lighting, perfect lighting, award winning, finely detailed, high quality, ultra quality, extremely delicate and beautiful, stunningly beautiful, breathtaking, magnificent, spectacular, remarkable, fascinating, incredible, gorgeous, elegant, exquisite, flawless, perfect, immaculate, pristine, ultra clean, crisp, crystal clear, ultra sharp, razor sharp, tack sharp, highly detailed skin, detailed skin texture, realistic skin, pore level detail, subsurface scattering, smooth skin, no artifacts, clean render, perfect anatomy, ideal proportions, depth of field, bokeh, film grain, f/1.8, lens flare, chromatic aberration, color graded, post-processing, tone mapping, ray tracing, global illumination, god rays, dramatic atmosphere, moody, epic, majestic, sublime, transcendent, divine beauty, absolute perfection, ultimate quality, pinnacle of art, artistic genius, visually stunning, jaw dropping, mind blowing, awe inspiring, revolutionary, groundbreaking, legendary, iconic, timeless masterpiece
Pretty funny.
>>
>>107393388
hehe
>>
>>107394987
based chinks knew gooners are retards
>>
>>107394802
Shut the fuck up zoomer with 0 attention span
>>
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>>107394987
literally "1 girl, standing"
>>
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Ok, why not just do this to increase the seed variance since the sub-1 cfg presamples are gonna always be super random?
>>
>>107394604
Thanks for the anchor didn't know about Seele and Chenkin! Good to have anime news back!
>>
>>107394916
Ask the same question in Chinese and then generate a picture.
>>
>>107394862
The conflux of quality tags is Anton from Omsk.
>>
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Mmmmm, das rite.
>>
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>>107395094
HOLY SHIT LMAO
>>
>>107395134
total Zrada
>>
>>107395134
>>107395094
Try nsfw prompts in chink?
>>
>>107395024
no the zoomers are calling turbo the base model
>>
>>107395177
lol the long comedic arms that chroma gens have sometimes, you should add some furry tokens into your negatives
>>
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>>107395134
>>
>>107395193
they fear C, the white man's language
>>
>>107395203
it's the entire interface. huds are probably a shader but still. most of these are commercial successes. you just don't think before you speak like a thirdie
>>
guess julien revved up the spambot again
>>
>>107395177
just a generic naked anime girl with road kill genitals, holding a penis shaped alien mutant
>>
>>107395213
>cumshit is faster
forge has been beating it recently and cumfart gets things first because it's just close enough to diffusers it doesn't take much time. c++ can just interop with demo code like what kijai does and most people end up using that
>>
>>107395214
Unironically happy for them, but damn 3 months late. It makes it hard to adopt when you want to play with new toys.
The real issue is not python or C++ (but I do agree python environment and libs management is a literal nightmare), the problem is that regardless of whatever is the underlying language, cumshit is faster and gets model support earlier.
The real hurdle is that in academia they use the shitheap that is python, and AI is pretty much academia playground right now... sooooo. we're fucked lol.
>>
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>>107395127
>>
>>107395224
did sdcpp integrate qwen yet? btw your project isnt even listed in their page, embarassing.
imagine making a shitty IMGUI interface (literal shit interface used for debugging and game hacks) and thinking you're making hot shit (protip: youre not). Worst of all you act like youre actually doing hard work, instead youre just a retarded grifter making literal garbage nobody wants. go kys faggot.
>>
>>107394862
>>107395127
>>107395224
>the ultimate prompt doesnt exi...
>>
>>107395233
you have weird fantasies anon
>>
>>107395227
Please fix your shitty llm interface. You are too stupid for this.
>>
>>107395243
of course, it's the only base model that can do NSFW, of course the coomers will shill this shit
>>
>>107395213
wonder what pissed him off this time
>>
bro your reply position is like one or two off lmao. fix your bot
>>
>>107395255
chroma tards woke up early i see.
>>
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nobody is ever going to need more than Chroma Z
>>
>>107395258
Put CFG at 3 or higher and see what happens.
>>
>>107395263
try adding realistic or photorealistic to it? otherwise maybe find a lora to assist
>>
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>>107394559
A more perfect gen never existed.
>>
>>107395275
its not much slower since the bottleneck is vram, and swapping to ddr4 vs 5 isnt that much of a difference
>>
>>107395275
(guru is supposed to be gpu)

>>107395263
that guy hangs out with JEWS
>>
>>107395283
ai has been happening and completely murdered GPU prices for the last 4 years already (even more if you consider crypto came before it), why the sudden change?
>>
>>107394992
>I want a ZiT lora of my waifu.
when we'll get the edit model we won't need character loras anymore lol
>>
>>107395288
yeah I'm looking into that right now. I needed more ram anyways running my txt2img client
unfortunately the best I can do is another 16 gigs for 48 total because the model I currently have is out of stock everywhere and it's 4 times the price to upgrade to new 2x32
>>
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Mona Lisa is always overcooked bro, on every models she can't take a break
>>
>>107395263
> Chroma
i would not expect, lodestone has proven he's unable to cook
radiance status btw?
>>
>>107395300
Trust me bro, local real time interactive gaussian splatting VR with voice commands is coming any day now
>>
>>107395302
it's all right for anime, completly useless for realistic humans, the likeliness is not here and the skin is plastic
>>
I think this thread sucks.
>>
>>107395304
f wasted compute and americans water evaporated for cooling
>>
>>107395319
U mad?
>>
>>107395094
trying
异性肛交

uh

it's an abomination (canceled)

trying
阴道插入

...
>>
>>107395319
Even if we conceivably manage to generalize brushstroke and lineart look, composition, proportions and palette, there is still a ton of 'indescribable' details in each artist style which will slip through the cracks.
>>
>>107395328
if you like the motion, do you reconnect to 2nd sampler and keep the same seed and it starts the low pass directly i assume?
>>
>>107395331
this is the local general, retard
>>
>>107395300
didnt u just post this on leddit
>>
>>107395336
love this gen. did that work with base wan? more? girl can be older to not bother people, i just like the concept
>>
>>107395328
N

we use closed loop
>>
>>107395348
it isn't insurmountable and you're just looking at the simple bits anyhow

this is the simplified structure how stuff works. learn as much as you need to. or use an even simpler thing with less capabilities if that makes you happier.
>>
>>107395354
how, do you need extra nodes for that?
>>
>>107395359
tf?!
>>
>>107395366
NTA but I'm also trying to set up wan on a 12gb 4070 and I must be retarded because I can't find these Q6/5/4/whatever models everybody is talking about anywhere
>>
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>>107395348
I found this on leddit lol
>>107395366
it's the schizo bot that got activated now, it gives you random posts from before, don't engage
>>
>>107395379
comfytroons do have a meltdown if anyone criticizes their shit UI, so who knows
>>
>>107395379
finally a good gen
>>
>>107395382
nothing I said relates to VRAM
>>
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princess mandarin
instead of peach
because mandarin is also a fruit but it's... never mind.
>>
>>107395382
ffs that thing is back huh
>>
>>107395388
but how would you query for a very specific artist style without mentioning the artist himself? like check the 3 netayume 2girls that were posted, what would the prompt-fu required to do it?
>>
>>107395352
it may be pretty random what you get.

Not sure what's happening here.

my own emphasis isn't porn, but occasional nudity means Gemini is pointless.

>wan
I probably should into use it, but I haven't yet. I have downloaded qwen but not used it yet either.

zit is a big deal because it's so fast.
>>
>>107395391
artist styles are helpful to have and removing them damages the model.
however, we do need to move beyond using them as a proxy for style control and add more granular instruction following.
>>
>>107395379
Cute!!!
>>
>>107395392
there's no females in there, or else you would have seen some naked guys cringe shit, we only have 1girls (thank god for that)
>>
>>107395397
>tbf it's all COPE, why do all that work in old architectures?
I guess it's less expensive to modify a base model than make a new one from scratch, but yeah it's definitely cope
>>
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Don't forget to thank our hero
>>
>>107395391
where is the pee?!!?
>>
>>107395403
Huh? What tool? You don't mean lora, per chance, because loras fuck up model's ability to resolve non-lora related details in a way no gemma-as-te will ever fix. So they absolutely doesn't apply to rouwei.
>>
>>107395386
I know this is the bot but god damn so true
>>
>>107395413
ok I tried distorch with q8 and somehow it solves the blockiness movement with q6 (e.g. a patch of the skin texture stays at a fixed location and then suddenly jumps to another fixed location). not sure why but I guess it's q8 for me now
>>
>>107394987
Based!
>>
>>107395416
come on bro, if animate my gens, reach higher
>>
>>107395420
From Q8 not that much. I only noticed much difference on the full model when I ran it directly on runpod on a h100 to test speeds.
>>
>>107395425
nevermind. there's no input for extra_args on the node. ended up doing a seperate comfy install
>>
>>107395413
wouldn't the best team be deepmind? why lie?
>>
>>107395361
I meant cooling
>>
>>107395438
qwen edit protip: use "keep his expression the same" if you want the same face. still good though.
>>
>>107395440
it should not take 10 mins for 4 steps and with lightx2v lora, that sounds like it's using CPU and not GPU

use the fp8 model or try q8 with multigpu and adjust the virtual vram option (shouldn't be needed but can use it)
>>
File: ComfyUI_00560_.png (1.04 MB, 1024x1024)
1.04 MB
1.04 MB PNG
Feels bad taking first 75 gens with no cherry-picking to do a proper fair model comparison. I have to look at the other gens I made after, some very nice, and they can't go in the image... it goes against all my instincts to make an image as beautiful as possible, even an infographic. But it would harm the deeper beauty which is that the image is true...

ANyway here is a cute Qwen Image gen which can't be included in the infographic because not in the first 75
>>
>>107395134
Now do 'jew'
>>
>/adt/ troons are mad
>botterinos are released
Really makes you think, huh
>>
>>107395450
thats exactly what im using with a 4080, 10mins + for a 10 second clip
>>
>>107395382
still slays me she trooned out rather than just date an incel.
>>
>julien is mad
>botterinos are released
huh
>>
>>107395451
Stop shilling this shit kudasai
>>
>>107395453
doesn't take long if you use the 4step lora.. takes like 1 - 2 minutes for me
>>
>>107395379
Nice colors, thanks for posting cute anime girls.
>>
Oh look the spammer is back. Cool, cool.
>>
>>107395458
Are you using it with the light lora or is it naked qwen edit?
>>
>>107395464
why dont you use the rg3 lora loader? its so much cleaner
>>
>>107395472
yeah but i got plenty of cash so it all evens out
>>
>>107395475
The spammer no, the /adt/ spammer
>>
>>107395413
>and now with our company we are putting the main bulk of our efforts in to censoring the models and prevent any subsequent attempts at adding anything we censored back into the models
...
>>
>>107395475
Good thing we can use run it locally still with comfyui api nodes.
>>
>>107395485
Why wouldn't you do 2.2 first? Who the fuck uses 2.1 anymore?
>>
>>107395487
If you build it, I will coom
>>
ZIT shift vs steps
https://files.catbox.moe/9ud8da.png
>>
>>107395485
What's the difference? Looks like the same guy to me.
>>
>>107395505
You need to put on your big boy pants and nut up for a GPU that doesn't belong in the flintstones era, anon.
>>
new
>>107395519
>>107395519
>>107395519
>>107395519
>>
>>107395413
that's the man who invented the latent space? BASED
>>
File: 1763590094615859.png (114 KB, 579x507)
114 KB
114 KB PNG
>>107394429
>I added a v2 of the z-image-turbo training adapter. It is 2x as big and has been trained for a significantly longer time. With these adapters, it is a balance of getting the max amount of de-distillation without diverging from the base too much so the LoRAs maintain maximum compatibility. So I want to test this a bit more before setting it as the default. But if you want to test, just chanve the v1 to v2 in the config, and please report back if you find it works better / worse than the v1 adapter.
https://x.com/ostrisai/status/1995504226295009558
>>
>>107395450
> cute
that's a troon bruh
are you gay or what
>>
>>107394814
My theory is that she sharted in his face when she walked by
>>
>>107395391
catbox? all my diapers ended up drawn as panties. or do you already have a lora?
>>
>>107395551
why would you thank a tool of demons???
>>
>>107394132
Yes it uses as many tiles as it needs to cover the whole image.



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