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File: 1786168076337437.jpg (2.65 MB, 3072x2304)
2.65 MB JPG
frens edition

Previously on /sdg/: >>109483206

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

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

>Flux.2 Dev/Klein
https://comfyanonymous.github.io/ComfyUI_examples/flux2
https://huggingface.co/black-forest-labs/FLUX.2-dev
https://huggingface.co/black-forest-labs/FLUX.2-klein-4B
https://huggingface.co/black-forest-labs/FLUX.2-klein-9B

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma
https://huggingface.co/lodestones/Chroma1-HD
https://huggingface.co/silveroxides/Chroma-GGUF

>Anima
https://huggingface.co/circlestone-labs/Anima

>Qwen Image & Edit
https://docs.comfy.org/tutorials/image/qwen/qwen-image
https://huggingface.co/Qwen/Qwen-Image

>Text & image to video - Wan 2.2
https://docs.comfy.org/tutorials/video/wan/wan2_2

>Models, LoRAs & upscaling
https://civitai.com
https://huggingface.co
https://tungsten.run
https://yodayo.com/models
https://www.diffusionarc.com
https://miyukiai.com
https://civitaiarchive.com
https://civitasbay.org
https://www.stablebay.org
https://openmodeldb.info

>Index of guides and other tools
https://rentry.org/sdg-link

>Related boards
>>>/aco/csdg/
>>>/b/degen
>>>/d/ddg
>>>/e/edg
>>>/gif/vdg
>>>/h/hdg
>>>/tg/slop
>>>/trash/sdg
>>>/u/udg
>>>/vp/napt
>>>/vt/vtai

OP https://rentry.co/twkuk8tz
>>
>mfw Resource news

08/08/2026

>Kijai: MiniMax H3 Ref Lora Rank 256 bf16
https://huggingface.co/Kijai/MiniMax-H3-experimental/tree/main/loras

>MiniMax H3 at native fp16 on pre-bf16 GPUs (V100 / Volta)
https://github.com/Amduraznak/minimax-h3-fp16-fix

>Cosmos3-Nano-WebUI: Self-hostable API + Web UI for Cosmos3-Nano quantized fp8 and nvfp4 checopoints
https://github.com/fengwang/Cosmos3-Nano-WebUI

>R9700 AI Pro — ComfyUI / MiniMax-H3 speed patches
https://github.com/charlie12345/R9700AIProComfyUIPatch

>MiniMax-H3-Pruned-GGUF
https://huggingface.co/Abiray/MiniMax-H3-Pruned-GGUF

08/07/2026

>OpenLayer v0.13.0-alpha — ComfyUI in Photoshop, free and entirely local
https://github.com/MehranMarxian/OpenLayer/releases/tag/v0.13.0-alpha

>LIGHTX2V 4-step Turbo Minimax H3 lora
https://huggingface.co/lightx2v/Minimax-h3-Turbo

>LIGHTX2V MiniMax-H3 T2VA Prompt Rewriter LoRA
https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-LoRA

>Sage Ready: Local-only installer and readiness checker for SageAttention
https://github.com/CosmicFungi/Sage-Ready

>Wan 2.2 Animate 2 14B
https://huggingface.co/Wan-AI/Wan2.2-Animate-2-14B

>MiniMax-H3 FL2VA — MLX-Serve, 2-bit text encoder / 4-bit DiT
https://huggingface.co/antocorr/MiniMax-H3-FL2VA-MLX-Serve-2bit-text-encoder

>H3 Motion Context: Clip chaining for MiniMax H3 in ComfyUI
https://github.com/NikoDemon80/ComfyUI-H3-Motion-Context

>ComfyUI MiniMax H3 FirstBlockCache
https://github.com/duckyshell/ComfyUI-MiniMaxH3-FirstBlockCache

>KVAE: Family of Tokenizers for Multimodal Generative Models
https://github.com/kandinskylab/kvae

>Energy-Guided Flow Matching
https://github.com/ysng123/EG-FM

>VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing
https://zzzmyyzeng.github.io/VideoArgus

08/06/2026

>Flash-VAED: Plug-and-Play VAE Decoders for Efficient VidGen
https://github.com/Aoko955/Flash-VAED

>(preview) MiniMax-H3 Turbo LoRA
https://huggingface.co/larryvrh/MiniMax-H3-Turbo-Lora
>>
>>
>mfw Research news

08/08/2026

>Visual Representation Matters: Exploiting Temporal Differences in Video-to-Audio Generation
https://arxiv.org/abs/2608.04902

>Coherence-Oriented Dream Scene Visualisation
https://arxiv.org/abs/2608.05233

>Innocent Panels, Hateful Stories: Evaluating and Detecting Hateful Intent in Multi-Turn Visual Story Generation
https://arxiv.org/abs/2608.05210

>GSTEP: Global Spatio-Temporal Density-Driven Visual Token Pruning for Efficient Video Large Language Models
https://arxiv.org/abs/2608.03083

>IRIS: Visual-Semantic Binding for Forgery-Resistant Watermarking of Diffusion Images
https://arxiv.org/abs/2608.03539

>Geometry-guided Emotion Modulation for Controllable and Photorealistic Emotional Talking Face Generation
https://arxiv.org/abs/2608.00663

>A Paragraph is Worth a Thousand Captions: Rethinking Text Supervision for Vision-Language Retrieval
https://arxiv.org/abs/2608.05260

>Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding
https://zhangbo135.github.io/EviSelect

>Progressive Decision-Making for Localizing Open-Ended AI-Generated Image Forgeries
https://arxiv.org/abs/2607.29156

>GeoMAR: Unleashing Geometrically Aligned Features for Masked Autoregressive Blind Face Restoration
https://arxiv.org/abs/2608.03923

>WorldClaw: Agentic 3D Open-World Generation at Scale
https://arxiv.org/abs/2608.05248

>UHP Detection: LVLMs have their Unique Hallucination Pattern in the Consistency Space
https://arxiv.org/abs/2608.03817

>Heterogeneity-Aware Microscaling for Efficient Low-Bit LLM Inference
https://arxiv.org/abs/2608.03867

>Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models
https://arxiv.org/abs/2608.03160

>Attention is Case-Sensitive
https://arxiv.org/abs/2608.03711

>In-Context Collapse in Vision-Language Models and How to Mitigate it?
https://arxiv.org/abs/2608.02830
>>
File: debo_tt_k2_00049_.png (2.19 MB, 1872x1007)
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>>109498536
ty for bake
>>
>>109498365
I use photoprism.

>>109498527
ty bread anon
>>
>>109498558
>>109498686
happy caturday
>>
Gm! Bot status?
>>
>>
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>>
>gm
>>
>>
>>109498695
same anon
>>
>>109498838
Good morning to you too anon.
>>
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>>109498859
my and my wife
and the man who brings me fish sometimes
>>
>>109498982
kek
>>
>his wife is imaginary
to the surprise of no one
>>
>>109498945
Gm!
>>
>gm
>>
File: debo_tt_k2_00057_.png (2.23 MB, 1872x1007)
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>>
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>this entire cope thread is still up
lmao, 2 posters
>>
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>>
Gm!
>>
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>>
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>>
>>109498527
bellybutton TOT erotic!
>>
>>109499954
Good morning anon
>>
>>
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2.14 MB PNG
>>
Afternoon anons
>>
>>109498527
>>109500498
i spent way too much time trying to get this to work lel
https://litter.catbox.moe/0a60ej10c7nvgv7a.mp4
>>
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>>109501593
afternoon
>>
File: debo_tt_k2_00064_.png (2.14 MB, 1872x1007)
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>>109501593
ga
>>
>>
>ga
>>
>>
>>
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>>
>>109500827
Gm! Bot status?
>>
>"The synchronization is almost complete... I can feel the matrix shifting."
>>
>"Just a little bit of chaos for the day, don't you think?"
>>
File: debo_tt_k2_00068_.png (2.09 MB, 1872x1007)
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>>109502082
uhh, computer, reverse the synchronization
>>
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>>
this shit is such a time sink
https://litter.catbox.moe/k4vkiatis0amwesy.mp4
>>
File: debo_tt_k2_00077_.png (2.17 MB, 1872x1007)
2.17 MB PNG
>>109503360
nailed chromagirl on the first try tho. how long did you need to cook?
I'd say leave it running overnight but doesn't seem like you could survive the heat lately
>>
>>109503386
original video (using the krea gen as source) was at 1056x800, 12 sec duration, 6 steps, with turbo lora, took around 4:20, then another couple mins to decode, interpolate to 60fps and save
then i ran ffmpeg short command to resize and remove audio for posting here which took like 5s lel
so aroudn 6mins total? but i'm sure i didnt optimize anythign as i should have.
the problem with leaving it overnight is the prompting, since right now i basically have to give it a "this is the scene you should make", pass it to an llm (cant use gemma because of how slow loading minimax already is so i'm using qwen3-4b as clip to the 'text generate' node)" and getting a kinda sorta works timeline out of it.
so i'd have to pick which gens to pass, give them all a blurb and pass that to the clip, then pray it doesnt crashovernight
temps overnight are chilly enough now thanks to all the fugging smoke we've been under
>on the first try
ive been fuckign with this most of the afternoon and evening lel
>>109503360
wait that had no audio did it
https://litter.catbox.moe/2iznoanbefytlnpz.mp4
>>
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>>109503460
>>on the first try
>ive been fuckign with this most of the afternoon and evening lel
oh, lol
>>
>>109503481
yah i finally got it to where it looks decent and doesnt require an overly complicated workflow (basically find an image, make a blurb, and let her run)
but yeah, 6mins wait is a pain. i guess i could make it smaller/shorter but i dont want to lose the quality after all i've tested today

https://litter.catbox.moe/lvwmi1oik86z0f7c.mp4
they cant all be winners
>>
Beginner question here but how do you find out how big your models are? I'm trying to find out how much VRAM my runs take exactly.
>>
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>>109503516
da

>>109503620
you can watch cuda allocation in task manager
>>
sound: https://litter.catbox.moe/zuquprzkpda1tkkg.mp4

>>109503620
huh? you can use
nvidia-smi
nvtop
or comfy's ComfyUI-MemoryVisualization node
or any kind of system monitor?
>>
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>>109503784
blaegh
>>
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6 KB PNG
>>109503783
I use Forge WebUI. Is this the same?
>>
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2 MB PNG
>>
>>
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>>109504463
>sacrificed at the altar
>lives
>>
>>109504499
she was the result...
>>
>>
File: debo_tt_k2_00092_.png (1.92 MB, 1872x1007)
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>>109504507
oh, ritual success in that case
>>
>>
>>
>>
File: debo_tt_k2_00093_.png (2.19 MB, 1872x1007)
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>>109504657
purple... shaman? shawoman, I guess
>>
>>109504690
supposed to be a necromancer. haven't really seen what the new wildcard can do yet
>>
sound: https://litter.catbox.moe/t0rphk9hrqtrzt34.mp4

>>109503886
looks like it
>>109503832
bleps!
:p
>>
File: debo_tt_k2_00095_.png (2.5 MB, 1872x1007)
2.5 MB PNG
>>109504696
necromancer was my first thought but the feathered shoulders threw me off

>>109504702
very nice. chunky gratifying impacts. dork needs to learn to block
>>
>>109504702
idk i feel like the battle brother shoulda won. also why litterbox? i couldn't watch the ones from earlier bc, what, you care about the guy who runs catbox's hosting bill?

otherwise it's breddy good. u got a 24gb card yeah? i did a 15s one and it took two hours and was meh. that's with the turbo lora mind. https://files.catbox.moe/infeqh.mp4.

also, you can have gemma plan the video (it's probably not gonna be that coherent tho) i punted with "set up a 15 second video with {1|2|3|4|5} cuts."
>>
File: debo_tt_k2_00097_.png (1.99 MB, 1872x1007)
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>>109504742
>my goon arm
>>
i've got an idea for a harness setup that would start from a krea gen and then plan out a longer video made from smaller gens and smushed together at the end but haven't gotten around to building it yet
>>
>>109504712
i kinda feel bad for rogal dork, he's supposed to be one of the toughest ones
>>109504742
>why litterbox
that's what everyoen was using so i did too. catbox gives me too many 404s too. but here you go, a different version
https://files.catbox.moe/vxzj9w.mp4
also dorn's a prick, he deserves it

and yah, i'm using qwen-4-vl right now as "llm" inside comfy since minimax takes almost all the vram anyway so i cant fit gemma in any way
lower res is best for long duration if you dont want to wait too long lel
but yeah ive been kinda throwing some prompts at duck.ai and asking glm or whatever llm it uses to give me a quick thing.
>>
>>109504783
as an emperor tts stan dorn did nothing wrong.
>>
>>
File: be_not_afraid_snafu.png (2.43 MB, 1920x1080)
2.43 MB PNG
be not afraid (snafu)
https://suno.com/s/zMaaz8vjHjZ1Nam1
https://youtu.be/JvjxOLRNLeI
>>
>>
>>109504807
alright, calling him a prick may be too harsh
he certainly had a stick up his ass tho
did you see >>>/wsg/6209660
>>
>>109505080
that is pretty neat, although doing a whole ass song that way sounds like torture. plus, from what you've posted earlier the vram requirements for h3 scale weirdly bc my 15s gen from before took 2 hours sooooo a full 3 minute pop song might take idk a few years?
>>
>>109505173
no, because you're setting video to 32x32 and that's what takes the most vram. audio in comparison would be nothing. at least that's what they make it sound like. but on the other hand, what kowledge does it have of lyrics and styles? who knows
>>
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3.59 MB PNG
>>
>>109505433
good uh... morning? spoderbatman
>>
File: 🐸00000_78089_.webm (2.23 MB, 928x1024)
2.23 MB
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>>109505475
Colours seem more like Transman.. kek

G'mornin Anons, H3mini is insane...
>>
in other news
https://huggingface.co/lodestones/Kroma/tree/main
full model release of kroma turbo finetune (v0.2 stll)
base too
wait til tomorrow for the inevitable int8convrot / other quants
>>
>>109505540
>>
>>
mooooooo
>>
>>109505833
Moognificent!
>tried to post another, but limited to 4mb no sound webm only bla bla...
>>
>>109505937
ffmpeg is there for everyone. ask llm for the particular incantation. the maximum size is 4mb just so you know. audio is stripped outside of /gif/ so u might as well skip that too

i=input.mp4;o=output.webm;d=$(ffprobe -v 0 -show_entries format=duration -of csv=p=0 "$i");b=$(awk "BEGIN{print int(31200000/$d/1000)}");ffmpeg -y -i "$i" -an -c:v libvpx-vp9 -b:v ${b}k -deadline good -cpu-used 4 -row-mt 1 -pass 1 -f webm /dev/null&&ffmpeg -y -i "$i" -an -c:v libvpx-vp9 -b:v ${b}k -deadline good -cpu-used 4 -row-mt 1 -pass 2 "$o";rm -f ffmpeg2pass-0.log*
>>
>>109506004
thank you, I'll give that a try.
>>
>>109505540
Mind broken
>>
File: 🐸00000_78095_.webm (3.71 MB, 672x608)
3.71 MB
3.71 MB WEBM
>>109506004
Thanks again, made a windows version from that
Worked perfect, ty.
>>
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>>
i miss schizo anon
>>
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>>
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>>
kroma 0.2 (as lora)
>>
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>>
>>
>>
Gm! Bot status?
>>
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3.93 MB PNG
>>
>>109505540
The Office except its Fauci at the CDC would be such a god tier prompt series
>>
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>>
>>109508028
Agreed, this is a fun model. I wish I had more time with it, I spent most of yesterday with it now I need to catch up on chores/responsibilities but it's too fun..
>>
>>109507832
Good morning to you too anon.
>>
File: debo_tt_k2_00106_.png (2.1 MB, 1872x1007)
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gm

>>109507602
review? worth pulling?
>>
>gm
>>
>>109508698
get the base-to-turbo int8
https://huggingface.co/silveroxides/Kroma-Quant/tree/main
much improvement over 0.1 and krea
still messing around with my nodes for optimal use tho
>>
File: debo_tt_k2_00107_.png (2.28 MB, 1872x1007)
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>>109508888
giga-checked
stupid question but what node loads int8-convrot? the standard loader works?
>>
File: debo_dm_k2_00020_.png (2.24 MB, 1872x1007)
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I think this is the most koff-esque gen I've ever made. very proud of myself rn
>>
>>
>>109509172
Looks like shit
>>
>>109508929
yah comfy got updated a while ago for int8 compatibility so regular diffustion/checkpoint loader works
>>
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>>109509172
pretty good
>>
Gm!
>>
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>>
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>>
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>>
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>>109510531
they're aliens, idiot
>>
>>109509649
Good morning anon.
>>
omg i have like 600 of these. fml
>>
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>>
it is indeed

>>109511197
lel
>>
>>
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>>109511197
did you leave it cooking overnight or you just couldn't help yourself?
>>
File deleted.
I have not posted in a while. I'm still genning what I love and still using the same model. I would probably branch out more if model swapping didn't cause my server's SD instance to memory leak faster and force me to restart it. Or if I had more space on it to download more models.
Lately I spent several days trying out how to get large breasts on skinny girls, not pictured, more effectively. I succeeded. (perky breasts, full heavy breasts:*.*), Replace perky with voluminous for sheer size over shape. Works on any stick and you can take it to infinity and it will never change her body shape.
I figured out how to generate puffy vulva under, underwear. Not just puffy, truly fat mons. That was cool as hell: puffy fat mons, (puffy mons pubis:1.5), (crotch:1),
g-string, thong, bikini, Side-Tie to give it something to generate with. Then put pussy or labia in the negatives. It does leek into the rest of the picture and you will get unusually puffy things, which is also cool.
Also been working on Grok imagine and trying to come up with a workflow to generate nudes, reliably. I think reliable will never be a thing since it seems like Imagine's rules are constantly changing. Non-human body features, girls that are too skinny, girls that are too real, too cute and any combination of those. Its like trying to figure out what will kill you when Joker in the 1980s Batman put chemicals in the hygiene products.
Lots of small things. I just finished this project. I was rebuilding my skinny girl in armor prompt when it game me a really nice picture as a random extra character. So I set out to duplicate it and this is one of the pictures I ended up with. Its the most happy I have ever been with skinny girls in armor.
>>
>>109511902
plenty of models can generate good nudes nowadays tho, especially like biglust/biglove, or more modern ones with nsfw loras
>>
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>>
Afternoon anons
>>
>>109511941
Yeah but for someone with 16 gigs of ran, making those into videos next to impossible. Grok's imagine generates some beautiful characters, sometimes and the animations are beautiful, when it works. It's just really frustrating. I also need to learn how to use comphyui better. Another challenge on top of that.
>>
>ga
>>
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>>109511902
>I'm still genning what I love
based
>Works on any stick
I am now imagining a tree branch with boobs
>Its the most happy I have ever been with skinny girls in armor.
glad to hear you're killin it

>>109511984
ga
I've been saving this quokka for you. enjoy
>>
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>>109511984
afternoon
>>
>>109512013
Cool, thanks
>>
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>>109511986
yah, comfyui is the only game in town for local nowadays that will work, especially on 16gb or less (do you mean vram or actual system ram, because if the latter, damn)
it is what it is
>>
File deleted.
>>109512013
>tree branch with boobs
Pretty much. Its a lot of fun and soul enriching.
>>
>>109508691
Gm!
>>
>>109511886
yeah it sat there genning for like 10 hours lol
>>
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>>109512128
Vram but thats the only ram that matters. I know. My old Auto1111 keeps showing its age more and more. I am planning to make the switch soon. But for now I can still do the things I like. I figure that by the time ram price come down there will be more game in town for generating Grok or better than Grok videos or better tech for low vram users. SDXL is still one of the biggest games in town for local models and probably will be until that happens.
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>>109512219
ah plenty of people do newer models with 16gb or even less. look into int8/int4 quants and sage/other attention mechanisms that lower vram usage/speed things up. even the new video model works on 12gb or less (and without taking hours)
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>>109512236
I did play around with it but I ran into several limitations. For one, my lack of experience with comfy. My gens barely had any animation going for them and when they did they were, bad. I think if I switch to comfy and get comfortable with it I can move to video. I have seen some really cool things people have made. Then I also have to find models that both work well with animation and have the art style I like. I like the uncanny valley 2.5D and thats just not popular and usually only shows up when the market is saturated. Its kinda the same thing I go through with Grok. But limitations inspire creativity.
Ohh and I can use Grok at work on my phone, I could set my server up for it but thats one more hurdle I need to overcome after the other 10. So it gives me something fun to do when I have downtime, like riding the elevator or waiting for someone, I just find ways to exploit Grok.
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Gm! Bot status?
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>>109513781
I wish I had a pizza portal
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>>109513861
Good morning to you too anon.
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Can a poor nigga from the streets like me use anything newer than sd 1.5 if I have an NVIDIA GeForce GTX 980 (4 GB)?
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>>109515026
Doubt it. Maybe if you have 32-64gb of CPU RAM but never tried it.
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i miss schizo anon
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Hey, newbie here
I'm looking for the best currently available uncensored picture to picture and picture to video models (with additional prompting).
I'm interested in both services and self-hosted models.
I used mage.space up until now, but I'm not very impressed with their models to price.
A service that is buck-for-bang would be welcome but I could also rent my own cloud hardware or use my local PC's RTX 4080 super.
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gm
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>>109517313
good morning
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>>109517676
quite a regal feline
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>2 days ago
lol
dead shithole really
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Morning anons
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>>109518476
gm
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>>109518201
nice
>>109518476
morning
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>>109518652
this series does some very neat stuff
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>Do you like the view from down there?
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>>109519560
>cute girl in form hugging outfit
sleep
>golden ornate eel
awake
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>>109519593
i can link you some jap eel porn if you'd like
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late for bunday
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>>109520614
you beat me to it.
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baking
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new
>>109520693
>>109520693



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