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/ldg/ - Local Diffusion General
Discussion and Development of Local Image, Video, and Music Models and Software

Previous: >>109509301

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://huggingbay.xyz
https://civitai.com
https://civitaiarchive.com
https://openmodeldb.info

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

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo

>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
https://animadex.net

>Z
https://huggingface.co/Tongyi-MAI/Z-Image

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

>Wan
https://github.com/Wan-Video/Wan2.2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
A proper bake!!??
Blessed Thread of Frenship
>>
i cannot stop diffusing
>>
>>109510784
>collage
based, thanks for that
>>
double d breasted seal of approval of this thread
>>
>>109510757
>my vision is augmented
the physics are too lol
>>
thread of blessed frenship
>>
>>109510806
Same
No man should have the power to make videos of embarrassed anime characters wearing only bandaids, it's too much
>>
>>109510784
Thank you for the proper bread
Debo's le funni jokes are lame af
>>
File: 1777760841343002.png (311 KB, 500x500)
311 KB PNG
Reference to video is so insane. Gooner bros this is more than i could have ever asked for. Insane
>>
ref mode will keep your image consistent, it doesnt try to sloppify them unless you prompt a style change: JC stays as 2000 pixelized JC, etc.

https://files.catbox.moe/zkc0eu.mp4
>>
>>109510844
proof?
>>
File: 1757330144849717.mp4 (3.73 MB, 544x800)
3.73 MB
3.73 MB MP4
finally a good fucking bake
>>>/wsg/6211090
>>
>>109510844
i will say that when we get a ZIT moment for video, real time gens
>>
>>109510844
i just wish i can figure out how to use realistic porn vids and make them the same style as the anime pic. prompting it doesnt seem to do anything, so right now it just looks like a 2d anime girl is sucking a real man's dick. i mean its still fappable but you know
>>
After a lot of tests, setting sageattn_qk_int8_pv_fp16_triton for the patch sage attention kj node, cut down the generation by a lot (~50s) over the default workflow.
>>
>>109510850
>ref mode will keep your image consistent, it doesnt try to sloppify them unless you prompt a style change
that's why I'm so excited for the edit model, if it's as good on references as the video model we'll be eating soo fucking good
https://xcancel.com/MiniMax_AI/status/2086253065657790895
>>
File: 1759111826971731.webm (2.29 MB, 1248x960)
2.29 MB
2.29 MB WEBM
>>109510784
>>
File: MiniMax_H3_00023_.mp4 (3.4 MB, 1856x1856)
3.4 MB
3.4 MB MP4
https://streamable.com/3h7skx
>>
>>109510870
>qk int8
I'd question the quality
>>
>>109510879
No change in quality using the same seed
>>
>>109510875
get rid of the blurring and this will be about the quality of your average hentai
>>
File: PREVIEW_00005.mp4 (3.89 MB, 1184x896)
3.89 MB
3.89 MB MP4
>>>/wsg/6211089
>>
File: 1783363374199661.mp4 (2.27 MB, 640x800)
2.27 MB
2.27 MB MP4
>>
>>109510882
Hmm, interesting
I'll need to try as well, thanks for experimenting
>>
>>109510801
nah, still has the schizo rentries. those should just go along with all the schizos
>>
Did I miss anything in the last 10 hours?
>>
>>109510866
zit is cope anon, an vramlets cope
>>109510851
what do you want to see anon? Have you look at the reference workflow? You can bring in images of ANYTHING
>>
>>109510901
>10 hours
I made about 150 gens and I can't post any of them without getting banned
>>
>>109510901
ask your ai agent to summarize the last thread
>>
>>109510878
kek
>>
>>109510915
post one with your self insert into catbox. I wanna see sumn
>>
>>109510844
I wish people that say shit like this just share so they can get humbled
>>
>>109510915
shame there's no where safe to share 'those' type of gens. sadly we must enjoy our slop in private.
>>
>>109510873
It'll be nice if we don't have to train character loras anymore.
>>
Posted in the dead thread by mistake
I might need a separate reference for the anus alone, I'm making progress with this but I think so far the text to video model actually has more freedom with style transfer from the subject, the ref model really wants to stick to the style the reference pose is for some reason. I need perhaps one more source image perhaps for each concept. Right now getting it right feels like a crapshoot.
Any advice?
This is nsfw two women in anime style

https://files.catbox.moe/qxzix0.mp4 (embed)

the dialogue is cringe gemma4 wrote it I fixed it after
>>
>>109510911
Does that mean i can generate goon clips from my goon pics?
>>
This one's cool
https://x.com/tapehead_Lab/status/2084596348738007432
>>
>>109510935
please fuck off. you are as annoying as the miku spammer
>>
File: life is good now.png (239 KB, 474x377)
239 KB PNG
>>109510935
isn't it insane that people now have the power to make their own anime and hentai? we really live in the best timeline
>>
>>109510944
Go back to your containment and I won't be a problem for you dweebs
>>
>>109510944
You know exactly what's gonna happen now.
>>
>>109510944
I'd say faggots who whine all day like you are more annoying.
>>
So is this virus ?
>>109510463
>>109510463
>>
>>109510784
moar lain
>>
>>109510945
it's insane you'd shamelessly samefag using your 2016 meme folder again
>>
>>109510945
and what makes it better is that we arent even using the full models for max quality

every good thing has an equally bad thing. in 2 years nobody will be able to afford to gen locally
>>
>>109510939
japanese gens always tend to be somewhat kitsch
>>
>>109510937
I haven't used the ref video yet, but you can take <person 1> a picture of (((you)))
<person 2> the dude you're crushing on lmao you faggot
and then describe your scene :)
>>
>>109510966
Easiest way to hide your lack of talent
>>
File: 1762332680034980.jpg (49 KB, 400x572)
49 KB JPG
Is there a good comfyui course or something? This shit's confusing.
>>
>>109510955
no. if youre that paranoid run it in a vm with wireshark running, jesus christ
>>
>>109510955
if you have to ask then you should also be smart enough to know whether its safe or not
>>
>>109510960
>samefag
proof?
>>
>>109510972
just wait for AniStudio release
>>
>>109510972
Yeah the /ldg/ course, just $100/week.
>>
>>109510972
literally lurk
>>
File: 1772214912920739.png (76 KB, 717x785)
76 KB PNG
>pull
>now comfyUi doesn't render preview on minimax
I swear to god I'm tired of this bullshit
>>
>>109510801
>mfw Resource news

08/09/2026

>Kroma v0.2 — Krea 2 fine-tune (full model)
https://huggingface.co/lodestones/Kroma

>krea2-turbo-bbox
https://huggingface.co/jimmycarter/krea2-turbo-bbox

>Kroma v0.2 Quant
https://huggingface.co/silveroxides/Kroma-Quant/tree/main

>Spectrum for Ideogram 4
https://github.com/Nif00/ComfyUI-Spectrum-Ideogram4

>ClipProj — MiniMax H3 conditioning from a Qwen3-VL-4B
https://huggingface.co/NicoLab28/ClipProj-MiniMax-H3

>ComfyUI-SigmaSync-LoRA: Sigma-aware model-only LoRA strength scheduling
https://github.com/capitan01R/ComfyUI-SigmaSync-LoRA

>NexusBTA v0.2.44 adds MiniMax H3 support
https://github.com/JpAndreBTA/Nexus-BTA/releases/tag/v0.2.44

>Experimental MiniMax H3 single-image VAE
https://huggingface.co/Mamad8/MiniMax-H3-Image-VAE

>MiniMax H3 REF2VA w4a8
https://huggingface.co/realrebelai/Rebels_w4a8s

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
>>
>>109510976
you cycle the same meme images over and over again and are the only one other than frogposter to do so. you even do it on the gaycord you nonce. nobody here takes catjack seriously except himself
>>
https://files.catbox.moe/ftodvd.mp4
>>
>>109510944
fuck you faggot, he's a genuinely good high effort genner. Where's your effortposting? Gens? Kill yourself. Even the mikufags contribute something at least.
>>
this is massive for vramlets https://huggingface.co/NicoLab28/ClipProj-MiniMax-H3
>>
>mfw Research news

08/09/2026

>MDTD-ArtIR: Benchmarking Image Editing and Restoration Models for Art Image Restoration under Texture-Overlay Degradations
https://arxiv.org/abs/2608.00736

>Test-Time Scaling for Safe Text-Guided Image Generation via Intermediate Clean Estimates
https://arxiv.org/abs/2608.03284

>Test-Time Curriculum for Open-Set AIGC Detection
https://arxiv.org/abs/2608.00559

>Video Models as Native 4D Renderers: World-Grounded Conditioning from Animated Mesh
https://arxiv.org/abs/2608.00094

>Visual Anchoring in Diffusion: Multimodal Zero-Shot Skeleton Action Recognition
https://arxiv.org/abs/2608.04623

>Free-Lunch Augmentation by Revisiting Diffusion-Based Data Generation for Cross-Domain Few-Shot Object Detection
https://arxiv.org/abs/2608.04394

>Controllable Clothing: Precise Labels and Generation for Virtual Try-On with Latent Diffusion Models
https://arxiv.org/abs/2608.05834

>EulerLoRA: Rank-Driven Jump Dynamics for Calibrated Parameter-Efficient Fine-Tuning
https://arxiv.org/abs/2608.01142

>DeVIT: Low-Power Vision Transformer Acceleration Using Delta Computation
https://arxiv.org/abs/2608.01343

>Entity-Faithful Repair of Synthetic Supervision for Zero-Shot Image Captioning
https://arxiv.org/abs/2608.00994

>MiniWorld: Democratizing the Training of Video World Models from Scratch
https://arxiv.org/abs/2608.01127

>GVCCTurbo: Rate-Compute Quality Scheduling for Codebook Driven Generative Compression
https://arxiv.org/abs/2608.03517

>Hi-Token: Hierarchical Coordinate Tokenization for Generative Visual Grounding
https://arxiv.org/abs/2608.03471

>Messages, Not Tokens: Grounded Coresets for Faithful VLM Compression
https://arxiv.org/abs/2608.02134

>OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models
https://arxiv.org/abs/2608.03812
>>
File: 1766602361821896.png (279 KB, 2002x1136)
279 KB PNG
>>109510982
oh I get it it's because of the spectrum node, come on
>>
>>109510935
That's really good tho.
>so far the text to video model actually has more freedom with style transfer from the subject
Are you just feeding references to the text model?
>>
>>109510993
>he's a genuinely good high effort genner
lmfao
>>
>>109510991
kek poolball sound is a nice touch.
>>
>>109510993
based, bodied that reak
>>
>>109510918
>Pulled all five /ldg/ threads spanning your window: 109505489 (tail), 109507737, 109507677 (troll bake), 109509301, 109510784 (live now). ~1,050 posts.

>The whole board is MiniMax H3

kek
>>
Prompt enhancer really helps with my shitty prompt. Damn
>>
>>109511000
That's what you get for using a vibeslopped node.
>>
>>109511000
Just vibecode your own
>>
File: ComfyUI_temp_nbacg_00002_.png (2.87 MB, 1120x2080)
2.87 MB PNG
>>
File: 00081-404477698.jpg (846 KB, 2880x1920)
846 KB JPG
>>109510892
do you want my krea2 cocokauai01 lora anon?
>>
>>109510960
Are you done crying yet?
>>109510976
He's having a bad episode again as you can tell
>>109510987
>>109510997
You shit yourself and keep doing things like this ensuring nobody will ever want or respect you here.
>>109511003
Yes, I have an easier time doing style transfer with that model but might have hit a wall with too many concepts. I need to jerry rig the ref model for it to try to move from the source pose art style. I'm using the reference prompt guide too so I'm at a loss to why the text model is doing better
>>109511005
Going to post something or should we look ourselves in your home thread
>>
>>109511022
>>109511023
Never change.
>>
>>109511027
Be brown elsewhere
>>
>>109511021
yeah, without the enhancer i could never get it to actually use the reference image for the video. it was always hit or miss. now it's 100% working.
>>
I love LDG
>>
what speeds are my fellow vramlets getting? ~15 minutes for 8s 0.5MP with rtx 4060
>>
File: MiniMax_H3_00778.webm (1.09 MB, 1184x896)
1.09 MB
1.09 MB WEBM
>>
Miku needs a break from minimax:

https://files.catbox.moe/lg254v.mp4
>>
>>109511054
bitch can't file nails and chew gum at the same time
>>
can someone share 2 pass workflows?
>lowres sample > rtx upscale > encode latent > sample
Was posted here, can't find the pic

also another one with 0-10/20 steps first pass + 4-8/8 turbo pass
>>
>>109511061
>"Hey Miku, you seem pretty popular in Minimax"
she's used on every single model release, the world is hers
https://www.youtube.com/watch?v=fiCRhszDHlM
>>
File: 1770993603004340.png (519 KB, 734x734)
519 KB PNG
Currently working on a personal project and it's working pretty well. I made some scene references and character references, when I finish a shot I take the last frame and just prompt "the shot begins from <picture 1>" using avidemux for the clip joining.
With 12 second vids and 10 minutes per gen I should have a full 6 minute video after 5 hours of work.
>>
>>109511066
this?
>>109509112
>>
>>109510927
why would I share a video of me fucking your mom?
>>
File: 1785841773173371.png (40 KB, 632x900)
40 KB PNG
>>109510982
>>109511000
I'm trying the KJ Model Preview Override as a replacement, it works well enough but the settings are kinda confusing, why do I have to manually calculate the entire duration of my gen to have the preview show the full thing? First I have to set Preview FPS to 24, then I have to multiply that with my video length, why can't it do this shit automatically?
>>
>>109511082
kek
https://www.youtube.com/watch?v=WfYyBp4Ln2s
>>
>>109511077
oh yes, thanks. will try it out
>>
>>109511031
cool, might try out the text model with references. I grabbed this hybrid conditioning node so I'll try it out.
>>
>>109511035
You don't know about the syntax?
>>
>>109511031
>>109511033
>>
File: 1783088003798308.png (1.13 MB, 768x1376)
1.13 MB PNG
So how didn't anyone just set H3 duration to 0/0.1, extracted the first frame since 6 similar frames are decoded at the end, and then saved output as an image to turn H3 into a t2i model?
>>
>>109511066
I cleaned it up, it's in this file, right now setup for ref2va but you can just swap the model.
https://d.uguu.se/sDVbksXn.mp4
>>
From mid 2025 to now some dude has uploaded 2k+ visual novel assets to Danbooru, is that enough to affect the quality of future models?
>>
File: Minimax_H3_00017.mp4 (2.91 MB, 1440x1440)
2.91 MB
2.91 MB MP4
How do you use MiniMax H3? To get ok results I have to do settings which leave it cooking for like 20 mins. It just takes so long and eats all my vram.
>>
>>109511074
>when I finish a shot I take the last frame and just prompt "the shot begins from <picture 1>"
who not take the last second to keep the motion and audio coherent?
>>
>>109511126
for the best or for the worse?
>>
>>109511116
We all do that though
>>
>>109511127
did you use a starting image? the legs are messed up making the whole gen have messed up legs
>>
>>109511110
i do, but its a pain in the ass to setup everytime so i made the enhancer to make it easier.
>>
>>109511127
dont fall victim to cope speedups its never worth it
>>
>>109511126
if it's ai slop, yeah.
>>
doujin to animation. hello???
https://h.uguu.se/NQPMMQNm.mp4
>>
>45 mins and thread is already at 100 posts
good bakes never last
>>
>>109511021
I hope by "prompt enhancer" you mean "I had an agent create a skill from the Official H3 prompting markdown".
>>
>>109511153
Yeah, I'm waiting for someone to put together a whole pipeline. There's no reason an LM couldn't split things into 15 second or less scenes, and have the character + page references be provided to each along with the last 15 seconds of video as a reference.
>>
iGOON has joined the H3 lora game.
https://files.catbox.moe/sxk2qg.mp4
>>
File: renak1__1_2.webm (1.98 MB, 640x992)
1.98 MB
1.98 MB WEBM
>>
>>109511166
I've been feeding panels to an LLM by hand, but it still needs a lot of guidance on how the shots should look like. I don't think you'll get an automated pipeline anytime soon.
>>
>>109511170
Where does he post his loras?
>>
I have 32gb vram, whats like the best general image gen that can do lots of styles that I should run?
>>
>>109511061
diff seed

https://files.catbox.moe/46pj4y.mp4
>>
>>109511130
That's what i want to know too
>>109511149
No it's all human created (a lot of them have really generic art styles tho)
>>
>>109511186
Krea 2
>>
>>109511185
pay walled on fanvue
>>
I need to use a model less retarded than gemini flash. at least it's so dumb that just feeding it the prompting instructions acts as a jailbreak.
>>
File: 1767185605235053.png (33 KB, 1237x212)
33 KB PNG
>>109511185
it's behind a paywall. i'm surprised no one's leaked any of his stuff yet
>>
>>109511170
my cock
>>109511195
gay
>>
>>109511201
maybe no one is really subscribed
>>
>>109511199

Gemma 31b or Deepseek v4 flash.
>>
>>109510935
can you share the artstyle if t2v?
>>
>>109511170
>with lora still shows body horror
I don't see the point of these loras desu when you can use reference images/your own gens in h3, unless you're lazy and only use t2v
>>
Alright, so how are people getting non-anime genitals to look right? Just using a reference image/video I assume? Or are there lora out there now?
>>
>>109511170
I've already grown accustomed to what it looks like without a LoRA, so anything else is disgusting to me.
>>
>>109511207
>Gemma 31b
yeah I might just use my gemma, the only thing I don't like about that is I can't keep prompting while a gen is running.
>>
>>109511219
Yeah, I just use a reference for everything. It does slow things down a bit though.
>>
Anyone else running into issues with style transfer where 99% of the time it just recreates the source video in it's original style, and only like, rarely converts it to another style? Like trying to convert a live-action to anime?
>>
File: minimax.png (166 KB, 916x568)
166 KB PNG
Apparently Minimax added an audio-only version of H3 in their website
If it's a fine-tune focused on long audio generation (tts, music), hopefully they release the weights for it
>>
>>109511245
>hopefully they release the weights for it
we're not getting anything more from them
>>
>>109511205
he charges $10 a month. even with 50 subscribers, that's only around $300-400 a month after fanvue's cut. it's not even worth gatekeeping unless he lives in india and that amount of money is life changing
>>
File: 30steps vs 20steps.jpg (305 KB, 1524x1306)
305 KB JPG
30 steps vs 20 steps on 0.8mp
mmm.. i don't think that extra 10 steps did enough to justify the 10 minutes added to the gen time. Resemblance is fantastic still on 20 even if imperfect.
>>
>>109511170
wtf with the sound it's like they eating cereals kek
>>
>>109511252
>we're not getting anything more from them
They already confirmed in an X post and in a Reddit AMA they will be releasing an image gen model soon based on H3
>>
>>109511252
uhhhh the image model?
>>
>>109510987
Fuck off and don't reply to me nigbo
>>
>>109511260
>>109511263
i hate to be that guy, but china isn't exactly known for keeping its promises after releasing a good model
>>
>>109511255
$500 a month is pretty decent if you only spend $10/mo to rent an h200 to make loras.
>>
>>109511258
Steps >20 do nothing, just increase the MP if you want a better output
>>
https://files.catbox.moe/dahs7h.mp4
migu
>>
>>109511268
desu the only cases I can think of where we were promised something and got nothing was z-image edit and qwen-music
>>
>>109511255
If it could pay my codex max sub I'd be happy
>>
>>109511273
kino
>>
>>109511273
>chotto tarinai
lmao
>>
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>refines prompt at 0.3MP until all the action happens the way I want it to
>switches to 0.8MP for final render
>mfw all the action is borked
>>
>>109511273
>too young
>get someone even younger
???
>>
>>109511273
>the one he called retarded
lold
>>
>>109511286
miku is like 30
>>
>>109511273
how did that first asian girl get so burnt
>>
>>109511285
can you do second pass using the first video?
>>
>>109511273
kys
>>
>>109511289
miku is a vocaloid robot and does not age. her age is canonically set to 16.
>>
>>109511285
gotta use the 2pass workflow
>>
Wow, you can actually run H3 on 8GB of VRAM and 16Gb of RAM using a bunch of cope quants. A 5-second video at 0.5MP only took me 210 seconds.
>>
>>109511289
Out of 10!
>>
>>109511272
>Steps >20 do nothing
I like the fact that it's true, they probably used modern training methods so that the model is optimal at 20 steps instead of 50
>>
damn, I need to put H3 on my nvme...
>>
>>109511304
pretty fast tbqh
>>
>>109511272
>>109511309
honestly relieved. means we can push 1-2k without needing to worry about muh step counts.

>>109511313
whatever you do, do NOT look at your drive's current health and TBW on crystal disk info.
>>
>>109511302
I didn't know there was a two pass workflow. Link please?
>>
>>109511319
Reads are fine, it's writes that harm health.
>>
>>109511318
The 600 lora is crazy for how new H3 is.
>>
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>>109511319
all good my man
>>
>>109511323
>>109511120
>>
funny vramlets cope itt
>>
>>109511332
very nice.
>>
>fit in 6 bit version of flux.2 dev at 24.1 gb size
>have 8~gb left for the text encoder
>look at all the popular ones
>qwen is like 16-20gb
nigga wtf, isn't there a smaller more efficient version of this? are text encoders just literal LLMs that know math and stuff even though they don't need it for their function of understanding promptsa and thereby bloating them the fuck up????
>>
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H3 is fucking insane. I feel the same way I felt in 2023 fucking with DALLE. Astounding.
>>
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turbo what? spectrum who?
Beware the fury of a patient man - John Dryden
>>
>>109511350
Just load them into RAM bro
>>
>>109511358
kek, nice
>>
Do you guys think Alibaba will have their hand forced into releasing weights again after the recent developments?
I mean, their newest models are closed and worse than the open weights ones. But they can be relevant if they release something pushing above its size like they do with LLMs.
>>
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>>109511319
i have 5x nvme's and they're ALL good
>>
>>109511336
Thanks anon
>>
>>109511358
Kekkk, this gen might beat out the gemma nyo~ gen for spot #1
>>
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>>109511327
>The 600 lora is crazy for how new H3 is.
it's great indeed, I hope he'll improve it further so that it gets the same quality at 4 steps instead of 8, and when we'll add their custom Sparse Attention algorithm we'll be golden
https://xcancel.com/MiniMax_AI/status/2086253065657790895#m
>>
>>109511358
absolute cinema, can you share the video with the sound too?
>>
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>>109511186
krea2 :)
>>
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Fuck, I just realized that at this rate we might actually be able to get the rest of HxH animated it the 1999 anime's style.
>>
>>109511394
https://streamable.com/otunzr
sorry saar no catbox.
>>
>>109511403
This shit is going to take over the animation scene. We are so close to the point where anons can make their own animated series. Consistency of characters and sound design is all we need now.
>>
>accidentally start compiling while generating a video
>system locks up

ive done this thrice now
>>
>>109511455
No sorry, but you can make *cheap* anime from the absolute bottom of the barrel studios. You absolutely cannot pump out MAPPA/KyoAni/MADhouse tier animation.
>>
>>109511455
I'm sure if you feed it lots of references it's fine. for sound design I found that you just have to tell it to not add any music. That's the kind of stuff you could easily add in post.
>>
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>>109511455
>Consistency of characters and sound design is all we need now.
Creativity too. People underestimate the need for a good director.
>>
>>109511464
We get it, you use Arch.
>>
>>109511258
I decided to try a "digital detox" this weekend to see if I could finally reconnect with reality. I spent the first three hours sitting in the park, staring intently at a tree, waiting for it to provide some kind of meaningful engagement or a notification. By the fifth hour, I realized that reality isn't actually more peaceful; it’s just very poorly rendered and has terrible loading times.
>>
>>109510870
Did you stack this with any of the other h3 specific sage attention nodes?
>>
>>109511480
>People underestimate the need for a good director.
with minimax you are the director.
>>
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>>109511477
>You absolutely cannot pump out MAPPA/KyoAni/MADhouse tier animation.
yet
>>
>>109511482
no, nixos :D
>>
>>109511477
>AI will never replace [Name of thing AI ended up replacing]
>>
Why didn't my bleached Indian girl get included in the collage...
>>
>>109511496
>with minimax you are the director
That was my point. 99% of the idea guys don't actually have the creativity to pull it off. The 1% that actually have a vision and know what the fuck they're doing are going to make some cool shit with AI.
>>
>>109511514
AI will replace everything eventually but that's not the point. The time scale is the point, and we're far off from replicating quality anime out the box.
>>
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>OOM at 1 mega pixel
Should i swallow my pride and put in my unusable 32gb or ram ? Will OOM be solved if i put that ram ?

Reminder my current ram is 64gb DDR4 3600mhz (hynix) . My old 32gb ram is 3200mhz (samsung b die)
>>
>>109511532
give your system more swap. 8GB wasn't enough for me, had to go up to 12, no more OOM.
>>
>>109511532
Everything throttles down to the slowest speed, so you'll have 96gb of 3200mhz ram. It'll work it'll just be slower.
>>
>>109511522
something that people refuse to admit for some reason.
even before ai, we all had access to god tier creative tools. no one did anything with them.
>>
>>109511483
people who stare at trees for 5 hours are the ones calling my gens slop...
>>
>>109511556
>even before ai, we all had access to god tier creative tools. no one did anything with them.
no. before minimax h3 I could not make short films at home. now with the reference model I actually can. and I know this, because I'm starting to get a nagging feeling that I should be using H3 to express myself instead of gooning
>>
>>109511455
i dunno, i mean yeah, of course, but once the models are really good i think it's only inevitable it kills the animation scene along with all other media scenes because media will always be personalized

the monoculture's been dying for some time, with only a few big things being shared between people, and once these models can be run at the price of a hulu sub, people are just gonna be watching their own stuff, tailor made for them, based on data corpos have already collected, with ads injected to be as seamless as possible.

even if someone else makes some good content with AI, i'd be able to make that content too. and any future model is probably going to be a stack of models-- a world model, a directorial model, and the video model, all to ensure the best possible result from even the most braindead sentence

idk its gonna be weird
>>
>>109511556
>we all had access to god tier creative tools.
come on, back then you needed to practice your skill for years if you wanted something 50% close to what Hollywood is producing, now you can just write "Brad Pitt and Tom Cruise fight" and you have something like 80% hollywood in terms, it's a revolution in the democratization of entertainement
https://www.youtube.com/watch?v=fbVv0ZPk0fw
>>
>>109511522
This also, you need discipline and talent to do it, AI models are just tools, at most people will polute with just ai slop that no one will see, at the end the ones who persevere the most are the ones who make it
>>
What node does minmax take for video reference?
>>
everyday i fear im going to die before i get to goon to the massive backlog of gens i've created
>>
>>109511551
Overclock my ram to 3200mhz to 3600 will solve it, right ?
>>
>>109511580
>now you can just write "Brad Pitt and Tom Cruise fight"
Yes, clearly that was the whole prompt and not a 5000 word essay....
>>
>>109511587
i use load video(upload) from vhs
>>
I put my swapfile in a ramdisk for extra performance
>>
>>109511598
you just ask a LLM to write it for you, so yeah, you can be a total lazy ass if you let AI do all the work for you
>>
>>109511128
Yeah that's gotta be better, will try. Thank you Anon.
>>
trying to make a 3d model of my ai wife. anyone have a good tool i can use to turn an image like a character card with front side rear view into a 3d model to work with? trying to make a budget companion like annie on grok that i can talk to
>>
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>>109511606
I put my swap on an SD card so I can easily move it to whichever computer needs more RAM
>>
im not going insane right, slowly but surely the people in your gens become more flux-slop-smeared if you don't restart your comfyui after a few hours
>>
>>109511598
writing for prompting is not hard, and it's funny to see lazy people cry about it like it's some arduous task.

>NOOO I HAD TO DESCRIBE WHAT I WANTED
There are literally prompt guides everywhere.
>>
>>109511606
Put it on a gdrive. you get like 1.5tb now.
>>
>>109511490
Yeah I tried all the KJ nodes, but it doesn't stack and make the gen time worse.
>>
>>109511585
>talent
To some degree sure but imo it's something that can be trained by actually putting in the effort to study films, read more, etc. I imagine it would be a good idea to actually learn some traditional film making skills. Buy a cheap camera or make some scenes in blender.
>>
>>109511615
no. the topology is all wrong for character models for all 3dgen. generate perspective T or A pose and just model off of that
>>
>>109511245
WHERE IS THE AMAZING UPSCALER MODEL MINIMAX
>>
>>109511622
if you're not insane then dropping and rerunning a "flux-slop-smeared" gen on a freshly booted comfyui should produce a different result
>>
>>109511477
Bro, all your high tier studio are using AI
>>
>>109511622
I've had some strange accumulation issues before, where eventually all the gens start coming out super crispy or just blank, and then restarting and rerunning the same seed works properly. So it definitely can happen.
>>
>>109511606
genius
>>
For audio references, has anyone had any luck getting the model to interpret audio rather than using it as a strict reference? For example, if I upload a 15 second voice clip, the AI uses that exact timbre and tone throughout the video even if I ask it to make the voice lower, higher, or with different emotional states.
>>
>>109511643
>if you're not insane then dropping and rerunning
do you know what the definition of insanity is?
>>
>>109511647
nah they'd be eaten alive if fans found that out.
>>
>>109511622
maybe. but more likely you are going insane.

on the bright side gen times won't matter as much and you may produce A R T
>>
>>109511606
This isn't outlandish if you have one of those pcie or m2 cards that take RAM sticks and come up as storage on the PC.
>>
>>109511637
oh that’s sad i have no idea how to do that and idk if qwen 35b a3b is smart enough to use blender
>>
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>>109511670
No one cares. Do you even look at the average anime quality today? Even minimax is an improvement
>>
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>kept getting a crash on amd drivers
>update comfy and some nodes
>reload
>turbo lora
>shift
>dropped spectrum for this just in case
>hit gen
>left and got food
>came back
>its not done
>forgot i had res set to 1024x768 and steps at 20
this is going to be quite the kino mistake my friends.
>>
JC and Miku discuss AI models:

https://files.catbox.moe/z90tdh.mp4
>>
>>109511635
Exactly and that’s the stuff that is gonna stand out from the rest, AI is just another tool, also, any serious creator also uses professional software along with generative AI models, only lazy idiots would rely anything on AI or vibecoded slop, learn how to use photo editors and how to use video editors, 3d animation software like blender, hell you can even animate 2d in blender too, watch movies, series, anime, etc.
You can tell right away by the kind of gens some users post what media they consume, for me the lowest common denominator are those who generate eceleb videos
I lurk in several generative AI communities and makes me laugh how many "I asked Claude how to fix this", "I asked Claude", its baffling how they are now rely on AI for everything even basic stuff like clipping a video
>>
https://files.catbox.moe/zvnx49.mp4
>>>/wsg/6211149
>>
>>109511477
Yes, you can. Ever heard of the concept of model fine-tuning and Loras? Train a lora on cool animations from those studios and you'll get exactly what you expect. Consider this is a big 33b param model.
>>
>>109511684
Yeah anime has been creatively bankrupt since 2010 or so maybe even earlier. It's all dog shit made for gays, troons, and women.
>>
>>109511647
people keep on saying this, but there is no specificity to the statement, so it's kinda worthless.

An anime that DID have AI was Mechanical Marie-- they did these weird freeze frames and it looked really bad. Of course this won't be the case in the future, but to say studios are already using it, as if AI has been super good all this time, is just dumb
>>
>>109511572
before h3 you could write a storyboard, a book, a comic, take photos, draw, paint, make music, sculpt, animate, etc.
having a good tool isn't a skill.
>>
>>109511694
need rikers voice as a reference otherwise, nice.
>>
turns out lower res is faster in sdcpp than comfy. vramlets might get a little bit more out if it
https://github.com/leejet/stable-diffusion.cpp/pull/1857
>>
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gonna try making my ship get hit by a torpedo
>>
>>109511713
Being able to use a tool well is a skill.
>>
>>109511694
Wow, 100% accurate Yuri Lowenthal voice lmao
>>
>>109511681
>>109511732
neat
what model are you using and what is your system specs
>>
h3 needs to stop giving me unprompted nipples.
https://files.catbox.moe/9xkitp.mp4
>>
>>109511736
except in this case, the tool is so good at it's job user input hardly matters.

It's like me handing you a holepuncher, and you're telling me you're skilled at punching holes with it.
>>
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>>
I need a guide for minimax. I don't know how it is supposed to be good at porn. All my gens are absolute SHIT! Including those with video references
>>
>>109511759
Finally.
>>
>>109511681
i expected him to push that dude overboard and was disappointed

>>109511713
>before h3 you could write a storyboard, a book, a comic, take photos, draw, paint, make music, sculpt, animate, etc.
yeah and I couldn't use that to make what I want which is photorealistic cyberpunk narratives but now i can, or at least i genuinely feel the obligation to try
>>
Being able to make instant cosplay of any character you want on any model you want is pretty cool.

>>109511634
I seem to get faster gens with patching to sageattn qk int8, then using the mem efficient H3 patch (compared to using sage patch alone).
>>
>>109511522
>>109511585
>>109511635
Talent is still mostly a mystery that we don't fully understand. Some people are just born different and can pick up concepts that others struggle with no matter how much time they put in. Gaming is a good example of this. Someone can spend thousands of hours playing a game and still be mediocre at best, while someone else might only need a few hundred hours to go pro.
AI will allow talented people to showcase what they're capable of by giving them a tool that can actually bring their vision to life. As we're already seeing, simply having an art or writing degree doesn't mean you're talented. Plenty of people with those qualifications are still producing complete dogshit
>>
>>109511762
>how it is supposed to be good at porn.
For Actually Good Porn you need a bit of post training.
>>
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>>>/wsg/6191829
I'm referencing
>>
>>109511743
h3 on a 12gb card. 2 minutes to generate
>>
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>>109511736
as a game dev this is something ive told programmers who are dumbfounded at the stupid bullshit i find in our issue tracker. you have no idea how impressed they are at basic resourcefulness and creativity. often because the code is bad enough theyre shocked it didnt break despite how bad the bug is, while also basic actions shitting the game up so bad it crashes.
overused pic related.
>>
>>109511774
women are absurd. this is like if guys set up a yoga jelqing class
>>
>>109511762
its too new for proper guides. people are still experimenting and testing.
>>
>>109511769
Depends on your gpu maybe? I'm on a 3090
>>
Trying with a reference video, How long does it take for this shit to load?
Should I use small dimensions for this?
>>
>>109511801
Reference videos eat up a ton of RAM so use the shortest clip you can.
>>
>>109511245
Example outputs of this? Curious, their dataset is a massively scraped Youtube dataset I guess it wouldn't be hard for it to do what Udio can if they put effort into it.
>>
Image reference is great but its hard to 1:1 the results from the first image reference
>>
>>109511801
split videos into 6-8 second clips. use last frame from 1st clip as reference image for 2nd clip, repeat
>>
this ref model is special.

The entire video must forcefully match the exact art direction, year-2000 graphics, and render appearance of <Picture 2>.

Cinematic medium shot of Hatsune Miku standing in a grass field during the day.

0 to 5 seconds: Hatsune Miku is wearing a green tunic and is playing music on a blue ocarina.

https://files.catbox.moe/jw1f0a.mp4
>>
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>>
>use both turbo loras at the same time at 0.55 strength
>it produces a shitty echo effect in the audio
>while generating porn, the girl asks "how there is there an echo" before sucking cock

spooky
>>
>anon thinks he will be making short films with this
kek quit dreaming
>>
It's been a whole 5 years and D**o still has yet to learn how to be somewhat likeable, kinda impressive when you think about it
>>
>>109511827
what the fukkk
>>
>>109511828
If you gave me $10k ill do it right now
>>
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>>109511808
Lol, how long have they had this Music Creation model? Of course it's not local. Thinking Minimax will give us an Udio-tier local model is wishful thinking, ACEStep remains the only competent local audio model, maybe Flux 3 will be better on that front
>>
>>109511749
it gives you additional kino and you complain??
>>
>>109511828
too early to say what people will do but it does seem as it is only early on that people are just trying lot's of things - well hopefully because if people are making hundreds of gens of basically the same thing then it's a pretty dire situation
>>
>>109511826
Make this the next OP
>>
>>109511828
It's good enough for short films alright
>>
>>109511786
i bet that exists for gay men all the time. you're forgetting that every woman is bi
>>
>>109511836
he would unironically probably fit in with reddit more but he persists here where he's hated by 99.9% of the people here.
>>
>>109511828
nah it's more like
>anon thinks he will be making short films with this
>does so
>already a million short films made by humans that no one has seen
>is now a part of one of the trillions AI generated short film that will never be seen
you have to do it because you want it for yourself and nothing else
>>
>>109511762
Its not good at porn. It’s decent. Why do you think sulphur got a lot of funding?
>>
>>109511826
God damn this is fine
>>
>>109511827
>both turbo loras at .55
i love the stupid shit anon gets up to, bless your heart
>>
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>>109511751
What matters is the end result of the tools you use.
>>
>>109511826
based high effort poster
>>
>>109511818
Ocarina of Miku

https://files.catbox.moe/vnu9l1.mp4
>>
>>109511866
okay to copy the bots of recent;
bodied that freak.
>>
>>109511869
thanks debo
>>
>>109511828
it's already a thing
https://www.youtube.com/watch?v=fyZhC2TXgcs
>>
>>109511647
Half of the key animators are still drawing animation on paper and that just gets digitized lmao
>>
>>109511713
>>109511764
It's about barrier to entry. You totally could have, in theory, still done live-action cyberpunk short stories. It's just that before, you had to have more resources and skills than you do now.
But you still have to have skills and resources, just not as much, and different kinds.
>>
>>109511881
that dude is cool but, most of that is made with closed source big tech stuff unfortunately.
so no we're still a ways away from that being 100% local.
>>
>>109511866
congrats on completely missing the point of my reply
>>
>>109511874

Hatsune Miku is wearing a green tunic and is running in a grass field, while holding a small sword in her right hand. Miku is slashing enemies from the legend of zelda, who drop hearts as Miku hits them.

https://files.catbox.moe/c4lk9a.mp4
>>
>>109511890
Sure thing
>>
>>109511898
I think you missed his point lmao
>>
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YEESH i didn't know any of this i thought that channel was like one guy doing most of the work with a couple api services what the fuck
>>
can someone explain reference vs image to video?
>>
What is the top image gen model at copying art styles?
>>
>>109511919
Illustrious SDXL
>>
>>109511914
Image continues to video, reference image can be referenced for the video
>>
>>109511914
image to video is exactly as described
reference to video is also exactly as described; you take multiple references of subjects, background, etc and it figures out how to use them similar to a lora.
>>
>>109511914
i2v includes the image in the video
>>
>>109511807
I fucking see it also takes a long ass time to start up
>>
>>109511893
>You totally could have, in theory, still done live-action cyberpunk short stories.
dude, i made multiple music videos first with genmo mochi, then with wan. no i fucking could not have. now i can. i literally already tried and could not have, and now I can. and my brain knows that, which is why I have that nagging feeling
>>
>>109511913
it's MJ+nano banana+seedream+veo3/runway+HeyGen, the credits at the end yes tell you who was on the team
>>
>>109511928
>>109511927
can you/is there a benefit of doing both? So both start at this frame but let it know what the character looks like when moving the rest of body in frame for example
>>
>>109511904
not really. he completely reframed the reply.

>It's like me handing you a holepuncher, and you're telling me you're skilled at punching holes with it.

I am talking about the task of using a holepuncher to punch holes. nothing more.
Gathering the holes you punched out to make a picture isn't part of the skill of using the tool. That's an entirely different skillset.
>>
>>109511928
It doesn't actually have to, i2v can be used as an ersatz r2v. You can just skip the "fully referenced" line and tell it to make something based on the image and it'll usually work the way you expect.
>>
>>109511934
I've always been the fella that left the theater right at the credits kek
still thats a lotta money
>>
>>109511937
both do not start at that frame just image 2 video.
reference to video needs to be referenced.
>>
>>109511937
i don't know what you mean by "doing both"
>>
>>109511900
>even has the triforce
based
>>
>>109511933
(You) may not have because you're a poorfag with no connections and maybe a few dead braincells, but I wasn't talking about (You) specifically. Read the barrier to entry part again.
>>
>>109511937
From my experience, i2v feels like starting a car from 0-60, where as reference, you start at 60.
>>
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>>109511937
Even Minimax cant handle a specific face and hairstyle. webm related she has side ponytail but Minimax always generate a twintail. Reference image fix those
>>
>>109511948
I would be more impressed wit h something that has a good script and doesn't' have to resort to gimmicky overblown sci fi to try to show off what AI can do. Then it shows how AI films can be made for a whole stream of the media industry.
>>
>>109511923
>check Illustrious SDXL parameter size on huggingface
>its like 3b parameters
huh????
Wouldn't bigger parameter models like qwen image 20b and flux.2 dev be even better at art style copying with LoRas????
>>
>>109511898
Ok. More explicit, then. Say I make music. And I have a very clear idea of what the video for it should look like. If I use a video model to generate the video and put my music on top, If i successfully create the video I had in mind then, in my eyes (and ears) I improve the experience of my music.
Yes, you will have slop gens, tits and anime. A few will apply what they know and put work into creating what they want. Putting a music video together can be hundreds of clips, keeping consistency, transitions, grading, whatever. There's still work in it. And there's still the possibility of developing a skill.
Have you seen Unanswered Oddities? It's pretty fun. Dude(s?) used AI. They didn't *need* AI, but they used it as a tool. I'd say they're pretty good at it.
https://www.youtube.com/watch?v=YGyvLlPad8Q
Video is a medium. Just like paint, a piece of paper, or the holes you make on it with a holepunch. If the creator can express his vision with his tool, he is skilled with with that tool.
>>
>>109511985
gimmicky overblown sci fi is a good way to put it, and how most people tend to "demonstrate" a.i. we need more kino like the pedoanon was making were it was a cheesy 90s teenage drama that actually felt authentic.
>>
>>109511937
This is an r2v task. Read the guide, you can use a picture as a starting frame, an ending frame, a reference for an element within the video, or something else. It's very flexible, but it doesn't always work on the first shot
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>>109511971
>(You) may not have because you're a poorfag with no connections
yeah I don't have millions of dollars to make my dream, now I don't need to and I can make my dream. and that's why I have that nagging feeling. what are you disagreeing with me about again?
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>>109511994
pedoanon did it well because he probably works in hollywood.
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>>109511976
t2v and i2v are simpler to use so it could be argued (correctly) there was less creative thought put into them. But it's good that everyone can use it without too much trouble as ref2v can get complicated. I wonder what workflows will be out there for the more lazy people to simply use?
>>
FRESH
>>109507677
>>109507677
>>109507677
>>109507677
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>>109512016
nope
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>>109512016
Fuck off I want the high effort poster in the OP
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File: 1769125017896035.png (565 KB, 2000x1000)
565 KB PNG
>>109512016
>fresh
>>
Collage autist, you have 3 minutes to bake the new thread before I bake with a random gen from this thread.
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>>109512016
for fresh read: fag
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>>109507677
>>109507677
>>
>>109512030
why dont you want to just install opencode and get deepseek to automatically make a video collage for you
itll take less than 3 minutes
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>>109512004
kek motherfucker he might.
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File: getAjob.webm (2.11 MB, 1143x2048)
2.11 MB
2.11 MB WEBM
>>109512034
>>109512016
>>
>>109512016
moldy bread
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>>109512016
>>109512034
>Spamming/Flooding
>>
>>109512049
>impersonating staff
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>>109511988
Anon baited you
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>>109512038
It's not happening, freak.
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>>109512053
why did you remind me of that rule? are you impersonating staff?
>>
>>109512060
>no u
the left cant meme
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Fresh when?
>>
New
>>109512077
>>109512077
>>109512077
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200 KB PNG
>>109512067
you can call me a retard I wouldn't bat a fucking eye, but call me a libtard and I'll lose my shit, I fucking hate them reeeee
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>>109512068
FRESH HERE
>>109507677
>>109507677
>>109507677
>>109507677
>>
>>109512079
Fuck off I'll wait
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>>109512092
this poor autist spams those links because no one likes you and wants to participate to your trollbake kek
>>
>>109512102
who is spamming links? the rentry guy?



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