My Beautiful Angel Edition Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109530089https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/ldgcollage_v2>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 Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>109529779reposting gravity gun prompthttps://litter.catbox.moe/47prh52lfk66z942.txt
should make bigger collages. saw some gens that deserved more credit
>mfw Resource news08/11/2026>LTX-2.5https://ltx.io/model/ltx-2-5 >LIGHTX2V v1.0 4-step/8-step Turbo Minimax H3 lorashttps://huggingface.co/lightx2v/Minimax-h3-Turbo/tree/main>ComfyUI-DoRA-Dynamic-LoRA-Loaderhttps://github.com/xmarre/ComfyUI-DoRA-Dynamic-LoRA-Loader>DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Modelshttps://github.com/chenhsiu48/DeepFreqMark>Staying True to the Origin: Continuous Image Stylization with Smooth Transitionshttps://reychiaro.github.io/StyleController08/10/2026>H3 Motion Context: Chain MiniMax H3 clips https://github.com/NikoDemon80/ComfyUI-H3-Motion-Context>MiniMax H3 Turbo — ComfyUI 4-Step T2V and I2V LoRA https://huggingface.co/joyfox/MiniMax-H3-Turbo>HRDiT: Training-Free High-Resolution Image Generation with Off-the-Shelf Diffusion Transformer Modelshttps://github.com/zylwithxy/HRDiT>RoRA: Role-Oriented Regional Allocation for Visual Token Pruning in MLLMshttps://github.com/LukieLuu/RoRA>AVCap: Reinforcing Audio-Video Joint Caption with Detail-Aware Rewardhttps://huggingface.co/collections/Apryle/avcap>Prune Once: Retraining-Free Task-Agnostic Pruning for Vision-Language Modelshttps://github.com/cau-hai-lab/PORTA.git>Unsloth Minimax H3 GGUF (Q2:Q8)https://huggingface.co/unsloth/MiniMax-H3-GGUF>MiniMax-H3 for Apple Silicon - Rebuilt from the official weightshttps://huggingface.co/uetuluk2/minimax-h3-mlx-rebuild>Soran’t: Small Next.js front end for video generation on ComfyUIhttps://github.com/pwillia7/ai_video_fe08/09/2026>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 Quanthttps://huggingface.co/silveroxides/Kroma-Quant/tree/main>Spectrum for Ideogram 4https://github.com/Nif00/ComfyUI-Spectrum-Ideogram4>ClipProj-MiniMaxhttps://huggingface.co/NicoLab28/ClipProj-MiniMax-H3
yeah w4a8 quant of ideogram4 uncond works really well, no perceivable difference so far. Also had another gen that i liked better lol
>mfw Research news08/11/2026>Alpha as an Efficiency Signal: Visibility-Routed RGBA Image-to-Video Generationhttps://arxiv.org/abs/2608.09355>SI-Edit: Toward Sketch-Instruction Guided Local Image Editing with Pixel-Level Precisionhttps://arxiv.org/abs/2608.09097>In-Loop Model Adaptation with Coupled Latent-Noise Guidance for High-Fidelity Subject-Driven Text-to-Image Generationhttps://arxiv.org/abs/2608.09244>Towards Expressive and Faithful Audio-to-Image Generation: A Unified Multimodal Dataset and Synthesis Frameworkhttps://arxiv.org/abs/2608.09529>Imaginative Generative AI: Crossing the Entropy Wall into Worlds Beyond Imitationhttps://arxiv.org/abs/2608.09385>DUET: A Diversity-Quality Duet of Distillation Experts for Two-Step Video Generationhttps://arxiv.org/abs/2608.09637>LogiShot: Logically Coherent Cross-Shot Video Generationhttps://arxiv.org/abs/2608.08820>High-Quality Exposure Correction with Diffusion-Based Image Generation Priorshttps://arxiv.org/abs/2608.08720>IDATA: Scalable Invertible Diffusion for Unrestricted Adversarial Transfer Attackhttps://arxiv.org/abs/2608.08734>When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolutionhttps://arxiv.org/abs/2608.09133>Illusion or Integrity? Geometrical Consistency Metric for AIGC Video Quality Evaluationhttps://arxiv.org/abs/2608.09594>Diffusion Image Editing via Asynchronous Token Decodinghttps://arxiv.org/abs/2608.09322>Model the Edit, Not the Image: Visual Autoregressive Editing from a Source-Centric Perspectivehttps://arxiv.org/abs/2608.09057>UniSpace: Unified Visual Representation and Scalable Multimodal Modelinghttps://arxiv.org/abs/2608.08676>ZOMP: Zeroth-Order Multi-Modal Prompt Tuning for Vision-Language Modelshttps://arxiv.org/abs/2608.08060>RL-Native Distillation: Exploiting Scored Trajectories for Few-Step Image Generationhttps://arxiv.org/abs/2608.09226
>mfw MORE Research news>Unveiling the Secret of AdaLN-Zero in Diffusion Transformerhttps://arxiv.org/abs/2608.09438>Wiener Representation Filtering for VLM Hallucination Suppressionhttps://arxiv.org/abs/2608.08167>BAG: Budget-Aware Gating for Diffusion Cachinghttps://arxiv.org/abs/2608.09231>MemeMind: Reference-Guided Trace Construction for Offline Context Optimizationhttps://arxiv.org/abs/2608.09316>VADER: Adaptive Debiasing for Hallucination Mitigation in Video Large Language Modelshttps://arxiv.org/abs/2608.08622>DreOPD: Degraded-Reference Extrapolative On-Policy Distillation for Flow-matching Modelshttps://arxiv.org/abs/2608.09233>Foundation Models are Implicit Deepfake Detectorshttps://arxiv.org/abs/2608.09427>How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systemshttps://arxiv.org/abs/2608.07861>Not All Visual Tokens Are Equally Safe to Remove:Consequence-Sensitive Visual Token Compressionhttps://arxiv.org/abs/2608.09176>Renormalising Generative Models for Active Inference: Foundations, Derivations, and Verificationhttps://arxiv.org/abs/2608.09512>MotionCraft: Latent World Modeling with Sparse Attention for Visual Upscalinghttps://arxiv.org/abs/2608.08553>LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Modelshttps://arxiv.org/abs/2607.16305>SALLIE: Generation-Free Hidden-State Detection of Jailbreaks and Prompt Injections Across Text and Visionhttps://arxiv.org/abs/2604.06247>Predict to Skip: Linear Multistep Feature Forecasting for Efficient Diffusion Transformershttps://arxiv.org/abs/2602.18093
Anyone else feeling second hand embarrassment for ltx?
>>109531306Upload the quant?
>>109531316Their latest ltx 2.5 latent upscale is blazingly fast. Might be useful for Minimax
>>109531316sink or swim
is there a lora for mayli for krea? I tried looking but I don't see juan
/trash/ needs help setting up minimax h3:>>>/trash/84651944>>>/trash/84652113
>>109531316i don't know. haven't tested it yet. let's see if they made it soulless by loading it with 3d rendered data
>>109531298You know the thread is healing when people are complaining about the collage again.
>>109531298Post one of them
>>109531379
>>109531322doubtful since it would mean loading and unloading a whole ass model / vae / te, just to upscale.
>>109531396damn, this is pretty good son. t2v H3?
did krea get any relevant nsfw loras yet
thanks for bakering
>>109531428snofs is the best by far
>>109531449See, I think it's overbaked and suffers from sameface. I like realism engine a lot more.
>>109531428realism enginesnofmystic xxxaio nsfwjust to name a few
may's assets
>>109531451>overbaked and suffers from samefaceNever seen sameface, but I guess it depends on who/what you're prompting
>>109531321heres the conversion script with a readme: https://files.catbox.moe/udgu8p.gzyour md5 for w4a8 cond should be 457e4ad22fabe5df5e84f0c354b948f0 after quantizing int8 release from comfy's huggingfaceruns at 3.2s/it on a 9070xt at 1.5mp, make sure to use comfy kitchen attention, can go even faster with https://github.com/Nif00/ComfyUI-Spectrum-Ideogram4 in theory but i havent tested it extensively
Repostan from last thread:Someone posted a start-up guide on another board that I thought I'd follow.I'm an AMD ride or die so my experience with local gens is next to nil, but I heard there's workarounds these days. I followed the guide through installing ComfyUI, an interface, a model, and finally a LoRA trainer (osiris) which stonewalled me with ROCm. I've generally wrapped my head around it despite a few questions, but the biggest hurdle is that it's saying it requires Windows 11 and I'd rather put my nuts in a vice and send the winch flying than "upgrade" to that garbage.>inb4 get linux alreadyGood idea, but the only distro that's said to work with ROCm is Ubuntu and that's not something worth the hassle.So the question here is, can I make ROCm work with W10 without complaining, have Osiris recognize it, and keep working, or do I have to set up a VM/Dualboot of Ubuntu just to set up ROCm and gen things locally?
>>109531268may prompt? how do you get her so accurate across multiple shots?
>>109531447she's cute>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
I pulled.
>>109531449link?
Holy fuck updating my shit made a huge difference. .5mp at 15s would just brick my shit even with the turbo lora and now I can gen it as fast as I was doing .3mp before. Anon who helped me with the install scripts, you a real one. Kinda feel like a moron for not doing it earlier but at least I can gen now
>>109531459to each their own.
>[INFO] Native ops: asym_w4a8_int8, int8_tensorwise, convrot_w4a4 , emulated ops: float8_e4m3fn, mxfp8, float8_e5m2, nvfp4This looks new?
steamed LTXhttps://files.catbox.moe/03pjmw.mp4
>>109531494Same tactics as last year, yeah he never changes
>>109531495What update ???
>>109531416t2v h3 prompt here >>109531295
Poor debo, still too poor and dumb to use minmax so he needs to spam for attention again.
>>109531512comfy updated his kitchen>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>109531520Oh so you did use Comfy you jackass. Imagine what you could do with it instead of shitposting in here
what is bruh doin nga naaahhhh JSID already its over keeeeeeeeeeeek
>obsessed with will smith eating spaghetti>black>hates his name being mentioned (the rentry)now hear me out...what if...
Why doesn't Krea support editing?
>>109531540It does actually
/adt/ also adding his rentry (rightfully) really broke him kek
>>109531544nobody likes him. he's a crappy person.
Created a bunker thread on catalog Just search "Mimimax" on the catalog. This fucking shit is unusable
>>109531556nice try.
why the fuck are you genning on windows?
>>109531428Why a lora instead of a finetune, assuming you mean a general nsfw lora.
>>109531566Because I'm not gonna dual boot and I only have one pc. I know this is /g/ but I shall not install gentoo
>>109531586why would you dual boot?
>>109531586What do you do that can only be done on windows? 90% of games run on linux now. and better than on windows.
>>109531516thanks, that's pretty good man. did you use llm or are you just this good?
when you swap image references in the reference workflowhttps://files.catbox.moe/7gwsbz.mp4
>>109531590beats me. he has to play fortnite maybe
>>109531573well I assumed there isn't one yet, if someone has done a full fine tune on krea2 already, sure share it
>>109531586I've been running linux for nearly two decades. Just switch already, anon. It's so much cozier.
>>109531592I'm a lolbab sadly
>>109531566what do I gain by switching to trooonix?
>>109531601>It's so much cozier.for real. my life is so much better now that my gaming PC runs linux.plus you don't even need to learn how to use it anymore. LLMs can solve all your issues, and help you customize your system exactly the way you want it.
>>109531604>malware enjoyeroh... my condolences.
>>109531615freedom
>>109531600You realize that even if you get the links banned, we'll just make new ones?
I was promised faster gens from pulling and I did not get them... I want a refund.
>>109531592>90% of games run on linux now. the only ones that dont work are online games that have been intentionally blocked on linux. linux probably supports more windows games than windows itself due to how good it is at playing old outdated games.
>>109531635you think you can reason with someone spamming, derailing, and trolling every single day for years on end and never leaves his computer except for chicken nuggies?
>>109531635He's not the brightest lol.
>>109531647nta but to warn newfrens
>>109531651if riot ever fixes their shit I'll do it. I just like pushing stupid pieces around in tft but now I just gen I don't even play vidya
>>109531295Good gen.
people are skeptical of ltx 2.5https://files.catbox.moe/hahxva.mp4>>109531720kill yourself you spamming faggot hope your mom gets cancer
>>109531361And why should I, a gigabrainchad, help them?
>>109531733ok simpsons miku got me. this model is so charming
>>109531650>he didn't backup his installation
>>109531761>git reset --hard HEAD@{1}
>>109531752mental illness, spamming a 4chan thread all day because you have nothing of value going on in your lifefind a bridge and jump
>>109531733>>109531780Just ignore him anon he wants you to reply and notice him because he does not get any attention IRL
>least obvious samefagging
are people thirsty for a namine, aqua and larxene character loras for krea 2? cooking up kairi (KH1 2002) lora at the moment.
>>109531419BASED
>>109531803is wanschizo the anon that calls other autists and is generally very rude?
>>109531814that's goo anon, he's extremely racist.
>>109531782this troll poll spawned with 5 yes votes in the first minute
>>109531809I would be down. I just hope the loras are good tho..
the actual truth. which group has lots of free time (since they dont draw)?
>>109531300>>109531310thanks!
image model NOW NOW NOW NOW NOW NOW
>>109531840The summoners go INSIDE the circle (which protects them). The things summoned are bound to a TRIANGLE OUTSIDE THE CIRCLE.
He might actually make me buy a pass.
May I ask someone for Krea 2 workflow?
>>109531861you may
>>109531856imagine this being your only purpose in life
>>109531843I used to run his leaks through img2img and tards on b begged for more of le hot woman
What a trash thread
>>109531885Then improve it.
Alright weebs, shill me on krea 2 and the anime capabilities. After using MiniMax H3, I'm on board with this bigger model = better concept.
Any good loras for minimax yet? Is it still not possible to get good panties?
>>109531885Got any more tio-tots saved?
>>109531905>Any good loras for minimax yet?No>Is it still not possible to get good panties?You don't need LoRA's for stuff like that when you can use reference images/videos
>>109531905ref model made me realize lora concept is shit, and they’ll always be shit fucking up everything else.learn2ref
>>109531836it would be not and it will be good as usual
>>109531868Ok, Might someone provide me one then?
>>109531885seems like the talisman links do not work lol
h3 reference, best model all yearspay attention /ldg/:https://files.catbox.moe/a1kjlk.mp4
feels like its just some obsessive need to be the baker of every AI threadif his hijack gets noticed and challenged he tries splitbaking/early baking in an attempt to get the original baker bannedthen if that doesnt work he trolls until enough people leave that his next hijack is successful
>>109531923No, but thanks for asking
>>109531920I have transcended
https://rentry.org/ranfaggotwhy does this one never get added?
>>109531903for anime I still think noob/illustrious are the best, like nova anime or wainsfw. fast gens, tons of knowledge, and controlnets.for editing, klein edit 9b distilled
>>109531861Unironically use the default. What's wrong with it?
>>109531944For mixing styles, yeah. Outside of that is Anima territory.
>>109531920the problem with ref is that you need the ref and it might look like the refsometimes you want just similar not the exact copy
>>109531935why does every single ai voice still have that distinctive robotic sound to it? i would never guess that voices would be this hard to replicate
>>109531903Anima is SOTA for drawfag anime and Krea is SOTA for illustrations .>>109531944Antiquated and outdated model linage.
>>109531958its a you problem, keep learning
>>109531295Portal gun but it's Mudeng.https://litter.catbox.moe/tpzh5j.mp4
Thoughts?>>>/vp/59499365
>>109531969it's kinda funny how on point it is tho lmao, it's even in anis rentry.
>>109531977Why are you linking others gens to throw us of the scent? We know who you are.
What is RTX upscale? Is that something different than the video setting in my nvidia control panel?
>>109531944Explain why you have illustrious over anima.Anima can gen higher resolutions.
How to apply Kitchen Attention Nodes ??? I heard it has same speedup as Sage but with no quality loss
>>109531981???take your meds
>>109531984>Explain why you have illustrious over animaHe is unable to tell that mixes and merges have their own strong slop style, he can't tell the difference between the most generated looking image and a true trad kino soul drawing.
>>109531903beautiful and powerful text 2 image model being held back because vramlet weebs don't want to train character loras for it. Majority of the soo called vram chads with xx90 series cards disappoint me with their laziness.
>>109531960Bad samples.
>>109531982It's their own up scaling method instead of another upscale model.>>109531990Alice would never be so rude, you just confirmed it.
>>109531996why are you not making any h3 gens, sasori?
Is there a nsfw /ldg/ somewhere?
>>109532010/hdg/ on /h/
>>109531966it's your problem if you think that ref is a replacement for loragen more and you might find out why
>>109532010There's one on gif for only local models.Most other yellow boards have their own too. Check on e for edg
>>109532010just stay here, people catbox nsfw shit all the time
>>109531960does this sound robotic?https://n.uguu.se/bQdalMdE.mp4
>>109532017but 90% of minimax loras on civit are cope?
>>109532029Oh. It's you again. Great.
>>109532003I never proclaimed to be this "alice".Take your meds you crazy spastic. Being terminally online is rotting your brain.
>>109532029I'm gonna BLACKED her too if you don't stop posting the same gens over and over again.
>>109531987Bro..........................................................Pls respond..................................
>>109532033Anon, why haven't you taken your medication? It's dangerous for you to remain unmedicated.
>>109531971basado
>>109531996> vramlet weebsNot all of weebs are blacks living on gibs in the USA.
>>109531984illustrious + tag autocomplete + controlnets can do basically anything and the character/anatomy knowledge is very goodalso, speed: it's super fast at high res or upscaled
>>109532038Someone asked why voices on minimax always sound robotic, and I provided an example to the contrary, complete with a query.I really couldn't care less what autistic little retards like you do. I'll gladly keep posting whatever upsets you.
>>109532038based jew
>>109532030yes unfortunatelyneed more time I guess
>tell deepseek to generate a smut prompt in a code block>spam click the copy button as it writes the prompt>copy the prompt before the deepseek removes and censors it with the "i cant let you do that dave" message
>>109532051also, you can take an illustrious gen and then edit it with klein edit 9b, or even krea 2.
>>109532040 #don’t do it, it trippled my gen times on my 5080only helps with 3xxx and older gpus
>>109532065>not leaving the "i cant let you do that dave" in the middle of your smut promptmissing out on edging kino
>>109532070>or even krea 2.Explain how.
>>109532076krea 2 has an edit lora/workflow, although for anime klein edit works best if you wanna edit stuff (outfits, hair, posing, etc)
>>109531971very nice. the eventual nsfw finetunes will be neat.
Is there a way to generate pixel art that doesn't have the slop feel?I keep seeing games with AI generated assets on steam get tens of thousands of wishlists. I want to compete.
>>109532078fuck off debo
>>109532087Don't do it for the money. Do it because you enjoy generating pixel art cunny.
why is cat jack generating BBC porn?
>>109531903krea is actually good for prompt comprehensionanima could have easily been better on that side if they just gave it a bigger text encoder which for some reason they didn't
the reference h3 model is amazing.>using the voice of <Audio 1>.https://files.catbox.moe/mykgte.mp4
>>109532082>krea 2 has an edit lora/workflowWhere? No comfy template for "Krea edit".
>niggas who only generate 1girl, standing talimbout prompt comprehension lol
>>109532116https://huggingface.co/conradlocke/krea2-identity-edit
>>109532120That workflow sucks on ice
>>109532117you don't understand! it needs to understand concepts like BIG BREASTS and POOPING ANUS!!!1!
>check reddit for ltx 2.5 gens>cat genhttps://www.reddit.com/r/StableDiffusion/comments/1vlwfvj/ltx_25_on_306016gb_ram_05mp_10_second_video_took/>talking head genhttps://www.reddit.com/r/StableDiffusion/comments/1vly93b/the_simple_secret_to_better_ltx_25_results/>not a single gen on /ldg/total humiliation. it would've been better if they hadn't released this model at all
https://litter.catbox.moe/fcxa7p.webm
>>109532117i'm not someone with brown iq that only knows how to prompt for the most basic stuff
>>109532143trump should force them to remove USA from their chart. that shits so embarrassing its basically libel for the US
>>109532143I'm convinced weather a model is received well or not is just based on the budget they have for jeet spammers. ltx is objectively groundbreaking.
>>109532143im seeing the same trash being posted in this general
>>109532128just take the lora and plug it in after your model loader, then prompt edits
>>109532143realistically, no one can compete with the reference model till there is another reference model with image/sound/video. the base t2v/i2v minimax is already great, but reference makes anything possible without a lora.
>>109532184what is unique about the h3 reference model? ltx could already use character sheets or audio inputs as references
minimax car cruisinghttps://files.catbox.moe/32pvfv.mp4
RTX 6000 Chads, should I be running with ECC on?
be honest. has anyone put themselves and their waifu in a video together?
>>109532178Nah I tried it and it just didn't work. I love Krea over all but it aint for editing
>>109531996>>109532100Any advice for lora training? I realistically only prompt for 3-4 styles on Anima anyway
>>109532204no, you'd slow it down for no gain, it's not like you're running mission critical stuff 24/7
minimax needs to somehow ignore the reference image and audio video duration. 15 seconds for video or audio collectively is simply not enough
I'm dying from laughter
>>109532228jesus christ i used to have squish toys like that from the 90s. what the fuck
Who is the bigger cancer, debo or ani?
>>109532235you
>>109532210it can do some good edits with realistic gens, but klein 9b edit distilled int8 is the best by far for edits imoalso can uncensor stuff with a lora if you want to.
>>109532235me
>>109532204My Allah, it just as expensive as a single family house.....
>>109532275no one here actually bought one. they rent in the cloud or borrowed one from their job
the voice cloning is so good, especially if you get a clean clip. yes I know it's giorno as image 1, it's just a test. all that you need to clone is "using the voice of <Audio 1>." (or whatever source input)also, kek it was just a headshot I didnt give a body prompt nor did I say JoJo in the prompt.https://files.catbox.moe/ceo71d.mp4
>>109531268>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
I tested the simplest H3 optimization nodes to see whether they actually reduce VRAM/RAM usage or improve generation speed:- MiniMax H3 Chunk FeedForward with the global Sage Attention flag enabled- MiniMax H3 Mem Eff Sage Attention Patch with the global Sage Attention flag enabled- MiniMax H3 Low VRAM Attention with the global Sage Attention flag enabled- No optimization nodes and no Sage Attention flag- Only the Kijai Sage node, without the global Sage flag- Only the new Comfy-Kitchen attention path, without the global Sage flagFor every configuration I used the same prompt, seed, duration, resolution, sampler and scheduler + I fully shut down and restarted ComfyUI between runs, and tested each configuration twice.Test system and workload:RTX 5090128 GB DDR4~1.2 MP output10-second H3 video @24FPS20 res_multistep steps with the simple schedulerH3 t2v INT8 ConvRot modelSame seed for every runSampling ram and vram every 250msSo far, the individual optimization nodes are all very close.The one result that obviously stands out is any accelerated attention versus no accelerated attention at all. Running without Sage/Kijai/Comfy-Kitchen attention doubled generation time. In other words, on a 5090 (and blackwell in general?), using any of the accelerated attention implementations is obvious.I did not compare image/video quality, and that would require a much larger set of controlled comparisons anyway.My current conclusion is that, on Blackwell, the accelerated attention implementations I tested are close enough in performance that quality and maybe stability are more important factors when choosing between them.The other VRAM-oriented nodes are not really interesting. Low VRAM Attention and Chunk FeedForward don't seem to do much, and stacking all of the optimization nodes together produced the worst outcomes in my tests outside of disabling all accelerated attention.
>>109532293False
>>109532239>t. debo
>>109532305Based tester anon thank you for posting your test results
>>109532298same prompt but gokuhttps://files.catbox.moe/8l5jr2.mp4
>>109532314>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
how much knowledge does h3 have of pokemon? can it understand the concept of returning a pokemon to it's pokeball?
>>109532305no flash attention test?
thanks for jannering>>109532329it can do summoning from a poke ball but haven't tried a return yet
>>109532305post this on /lmg/ this is shitpost thread
>>109532293you sure?>>109532275can you post that in US dollars, I don't know that yuropoor currency
https://litter.catbox.moe/lnat219wk65n4yem.mp4
>>109532209Nah just real life girl I know and I put them in sexy outfits with a reference picture.
>>109532352>you sure?yes
>>109532336>t can do summoning from a poke ballmay i see?
>>109532298>>109532318how long clips are you using?
>>109532336>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanonplease maintain thread quality
>>109532316YW.>>109532333>flash attentionNo, I got tired of testing at some point, and I had to stop myself from doing all possible permutations or include sol attention for example.Happy to see other anons testing too though, there are probably optimizations that can be done there I'm missing, and applying to other generations of cards too.
>>109532376fa is the standard for lossless attention buffs. every other one wipes their ass over the quality
>>109532209the idea of putting myself into any gen is just too lame
i still wonder who the mysterious shitter could be >>109532138
>>109532372just got a 5 or 8 second clip from herehttps://www.101soundboards.com/boards/1616054-jojos-bizarre-adventure-eyes-of-heaven-playstation-4-part-4-jotaro-kujo-voice
>>109532369its not great, might need more detailed prompt than just summons whatever
>>109531948Nothing really. Being more specific, I'm looking for a workflow that deals with the problem of turbo's no variance between seeds. I can use the raw model, but it's kidna slow... 3090
>>109532390>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>109532143israelis cant into video generation
>>109532394It's something I guess. Need the pokeball opening and spawning the pokemon accurately rather than having the ball transform into the pokemon.
>>109532352please get a real cpu fan
>>109532352If you have that car priced GPU you be sure to take an extreme care for it. cmon dude, no airflow at all
>>109532397>I'm looking for a workflow that deals with the problem of turbo's no variance between seeds.One that does not use turbo. I mean you can get away with it by injecting a bit of noise into the latent - and honestly any lora is going to bring back some randomness as well. Noise injection is probably THE technique for what you want.
>>109532404can do it opening as well
>>109532305Now run the same test on a 3060 laptop with 16gb of ram
>>109532415stop using sol-attn
>>109532352Looks Indonesian, you can find them around 12500€ nowadays, which is 14-15kUSD.
>>109532401damn wtf i though those were going to be a bunch of 1girl butts
>>109532415thanks anon, although the ball seems to have two buttons. Also missing the important part of the pokemon actually appearing haha. im guessing it probably needs a reference unless it's pikachu or something
Not as exciting a gen as I hoped.
>>109532426that particular clip was meant to be like a pov of the viewer getting captured. there was a joke about it in one of the games I think
>>109532434>Not as exciting a gen as I hoped.usually, a prompt issue.
>>109532401https://www.youtube.com/watch?v=ljXz9r97M3E
>>109532384I know it's good, but I'm too lazy finding or vibe coding a flash attention 4 compatible node to use with comfy. Sage is already very good from my tests on videos vs dense.
What should I generate?
>>109532440lol?
Has anyone tried using a video as a reference/weak reference yet? In the times I tried it still ended up just copying the reference into the target video. Still happens even with strong prompt conditioning and ChatGPT revision. GPT thinks it's some issue with the model.
>>109532445black mario poppin a goomba while hittin a fat doobie
>>109532457based do this
>>109532434is it rune scape or run escape?
I love have an image open while I'm typing my video idea into my chatbot. There's something ineffable about this ritual.
>>109532352get a threadripper. you wont regret it until you realize you dont need a threadripper.also be sure to use a blower-style fan setup for your gpu and not one that exhausts out the sides straight into a metal wallpic related
>>109532461are unescape
>>109532453Don't believe that message. It was that turtle-brained Yurk Twittlebug that put it there.
Weird glitchy gen
>>109532440uhhhh what the fuck
>>109532480Pixel sorting in the prompt? Nice.
>>109532413>injecting a bit of noise into the latentwill look into this.Do you need to run raw model with 50+ steps? Almost all workflows for it that I saw have them that high
>>109532405>>109532408>>109532469It's a real case now, that was just a temp setup while I was finishing out my new build
Technically i can make a short 5 min questionably legal porn of this. But i just dont have motivation to do it.
>>109532493Btw some anon use the turbo lora with the raw model and prefer it over the full turbo model. But you're always going to be sacrificing elasticity for speed. >Do you need to run raw model with 50+ steps?I haven't done much low-step testing, and I also use CFG normalization, so I can't say for certain. I've just stuck with 50 steps.
>>109532519That sounds like a violation of the user agreement, son
>>109532528Why's that?
>>109532531The user agreement says you will gen. You don't get to just not gen after all the resources spent to train the model.>B-but I'm not motivated enoughSuck it up pal!
>>109532525ok, thank you. My last question is if you have any workflow that includes inpainting or upscaling? Can't find any
What's the best sampler/scheduler combo for a non-turbo h3 workflow?
>>109532352
>>109532087Surely a model designed for 64x64 pixel resolution should be lightning quick and almost entirely free of defects due to the lack of fine detail, right?>>109532089this
>>109532519>of this.of what?
Bonus H3 cute >>>/wsg/6212531>>109532562most i see do res_multistep, euler or er_sde, typically with simple scheduler. not really easy to say which is "the best"
is it possible to use a reference pic in comfyui with illustrious/anima and gen similar looking pictures without a really precise prompt/loras ? a few months ago I tried using ipadapter nodes but it was just bad.
>>109532598>few months agoH3 is just over one week anon.Still older than the taste most here has but still.
>>109532562for me it's er_sde/beta57
>>109532610How many steps? I read some cope about 16 and my results were pretty shite, but I'm always interested in anything fast and workable.
I'm compiling a library of anime character reference images.ChatGPT says H3 R2V will capture a character's likeness best with a full body front view, back view and three-quarter view, so I'm generating them using anime (or wai illustrious if anima doesn't support the original style).With this, I will not need to create character loras for my minimax gens.
>>109532613I've had very usable gens at 10steps. but 20 is much better for overall coherence and prompt adherence
>>109532598IDK. probably with complex controlnets etc.but really most use the newer edit models and/or just newer models that can take longer more accurate descriptions like krea/ideogram (because then you can pretty closely replicate it even via prompt that a VL or such got for you)
>>109532618Did the blog factory explode
>>109532143Cool it with the antisemitism
>>109532143its not easy to follow up h3, especially since we're now spoiled with ref2va
>>109532143at least debo has a video model that even he can use
minimax reference has been blessed with the sweet sounds of gilbert gottfriedhttps://files.catbox.moe/pfiry8.mp4
im testing ltx 2.5 and it completely blows h3 out of the water. the jews won
>>109532640yeah dude same but I'm not gonna show anyone
>>109532618Would character sheets work well for r2v
>>109532644based
>>109532640yeah totally, dude ah ah, LTX2.5 is soooo good!
forsen except he's gilbert:https://files.catbox.moe/bozzit.mp4
>>109532197nta, this is far far more powerful mainly because the model is just so much better and it understands things. Just so much creativity on offer, it even has a feature to remove the backgrounds of ref images and they are then used in the environment you choose. So in a way you might have to put more thought into the ref images for what you want or you could actually leave it more random to create maybe a better gen. I would not like to think how complicated it could get especially with the video and audio ref's as well
>>109532648According to ChatGPT:>Short answer: collage vs multiple separate images>Best option in principle>If the workflow supports it well, multiple separate reference images are usually better than one big compilation image.>Why:>each image stays larger and clearer>the model can read facial features, hairstyle, outfit details, and proportions more cleanly>there is less risk that it interprets the collage layout itself as meaningful visual structure>there is less loss of detail from shrinking many images into one canvasI tried both, and GPT was proven correct, I definitely got better likeness using individual images than one big compilation image. This was with a real person though, maybe anime is more forgiving.
Where are the loras ???????????????????
>>109532685she's busy raiding tombs
What about character loras can we still make our own???????
Anons using the minimax skill to enhance prompts, is gemma 12B enough or is 31B the absolute minimum?
>>109532689ok someone gen anon getting a blowjob from 1996 lara croft
>>109532691I've been using Fable Ultracode
>>109532710Did you gen that on the 9070xt?
>>109532716nope the 5090 like a real man
>>109532708And it's ok with nsfw?
>>109532691uncensored qwen3.6 35b seems better to me.
>>109532691I use 31B and sometimes it's a bit dumb. You can try 12B but I suspect it will be very shit.
why did my comfyui extension button dissapear? it was floating up there and its just randomly gone
How do I stop the little blip of audio at the start of my gens?
>>109532728>>109532729Thanks anons, issue is to juggle that with main generation.
>>109532734sounds like a prompt issue.
How is the RTX upscale node with real life footage? I've seen people post anime and shit with it, but never real people. worries me a little but uh what's the verdict
>>109532734ffmpeg -i input.mp4 \ -vf "trim=start_frame=20,setpts=PTS-STARTPTS" \ -af "atrim=start=0.833333,asetpts=PTS-STARTPTS" \ output.mp4
>>109532738>juggle that with main generation.Don't tell my local gemma, but I've been using her on openrouter because of this reason.
>>1095327411.251.5 is hit and miss
>>109532747Yeah, but in that case might as well go with bigger models like kimi k3.
>>109532729to me either of these is a bit basic to dumb for nsfw, unless you found some tune that added nsfw knowledge>>109532738unload/reload either model as-needed. probably not the only model you operrate that way. obviously you can get a bunch of seed variant gens off one prompt
>>109532749I like that she's extremely cost effective. think I've only spent 2cents over 2 days.
ref model: picture reference, and a photo of the skyrim introForsen is represented by <Picture 0>the setting is the forest in <Picture 1>. Include the cart in <Picture 1>. Forsen is sitting in the cart beside the blonde nordic man in <Picture 1>. Forsen says "so, where are we headed mister Nord?". The blonde nordic man says "ah, you're finally awake" in a swedish accent. Forsen says "Oh, i'm just going back to Sweden", as a dragon flies over the cart and blasts it with fire, setting Forsen and the Nordic man on fire.https://files.catbox.moe/wv51rx.mp4
>>109532752Which LLM would you recommend?
>>109532759>Picture 0I believe it starts at 1 even though the connection says 0, going by the guide
>>109532739Yeah, I'm asking how I keep fucking it up. I'm putting N/A for both the sounds. Should I just say it's completely silent other than the dialogue from whatever speaker?
>>109532772can't really help without seeing the whole thing.
>Thread Challenge:No early bake.>Hard mode:page 5>Impossible mode: page 8
>>109532729>I use 31B and sometimes it's a bit dumbreally? I planned on using that one, damn, there is anything better locally and also able to be fed images for reference
>>109532771yea I fixed it now
>>109532772I've gotten this issue pretty often and haven't found a fix, so at least I can say it isn't just you. You could try being aggressive with timestamping things at 00:00.00 like other coherent sounds
>>109532777I mean anons done it before, a long time ago. And a handful of times its fallen off the catalog before a new one was baked.
>>109532766i like this https://huggingface.co/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V7-GGUF/ could still be more nsfw trained but it's better than any <32B or so gemma at what i tested
>>109532781*isn't
>>109532305Low VRAM Attention and Chunk FeedForward simply allow vramlets to gen longer and higher res videos. how many chunks and "head chunks" you need? I'm not really too sure.
>>109532785usually in euro times since this is an america general
>>109532781Big emphasis on *sometimes*it never fucks up the prompt template. just you can't expect it to gen a masterpiece by just prompting it"make her show bobs"
>>109532777Lucky digits have blessed this challenge.
>>109532798
>>109532798Yeah but my results ran counter to my expectations: basically I thought more chunk = less vram peaks, except it's the opposite that happened.
i have lost all my motivation to generate on minmax
https://files.catbox.moe/3v6fjx.mp4
>>109532790Qwen is way too slopped for my taste.
>>109532618that combined with instant character voice cloning and longer native gens would be a dream come true
is anyone having trouble getting the ref model to NOT create a bright evenly lit scene? can you do dark shadows and harsh lighting?
>>109532813retvrn to sovl
i cant get gemma 4 q8 to even follow proper prompt generation syntax what a stupid bitch
For any orange connoisseur fans out there, minimax knows the style of Star Wars: The Clone Wars. Just tag it like that with 3D-Animated, and it copies the style from the show exactly.
>>109532825youre supposed to use qwen3.6
>>109532825just buy some prompts on promptbase
>>109532813You're allowed to take breaks anon!
>>109532828>>109532832im just gunna use the blowjob lora without a prompt and hope for the best
>>109532827how the fuck has no one thrown the "and she was a good friend" meme into H3 yet?
>>109532838Requires multiple passes for the whole speech, then editing them together later. Also, it was never funny.
>>109532838I actually planned to, but got busy last night. Specifically a recreation of Disclaimer's comic.
>>109532802got it, I'll try it anyway, I can't run much locally
>>109532710delightful. unfortunately for you the gpu only pulls 350w, sometimes a spike to 400w. its nowhere near housefire zone like any 12v hpwr connector
Post kino.
https://i.4cdn.org/wsg/1786502062635557.webm
>>109532822Just kinda telling it to make things dark and grim and nasty seems to work. I've got one (thanks to my clanker) that generated pretty dark and gritty, it starts:> Cinematic live-action horror with wet biomechanical textures, dim chiaroscuro lighting, deep shadows, and a cold green-purple color palette. adjust as needed
>>109532855making a prompt for the new ltx
>>109532864very nice.
>>109532864this could have legit been some cartoon version of the story in the 2000s
>>109532864You know you can get it to do snape's voice by using <d>[English, in the distinct voice of Alan Rickman as Severus Snape] *text*</d>, right?
>>109532864>>109532881I would've watched this shit as a kid back then. Man, so we really can just take live action movie scenes and give them a 2d spin huh.. there's some serious potential there.>>109532886or just feed it the exact audio from the movie for reference.
>>109532886Wait, THAT's the right place to put descriptions of character voices? Am I about to experience a breakthrough? Don't you lie to me, anon.
>>109532894If only there was some sort of prompting guide that explained everything. Imagine if the creators of the model did it, even! That would be craaazzzzzyyy.
>>109530531>warn newfagstranslation: they are there to educate newfags about thread drama concerning anons you are unable to share an ai image general thread with. i.e. shit no one gives a flying fuck about
>>109532893I'm assuming he was genning via t2v on the fl model not ref model. But yeah, obviously that works, too.>>109532894It's how I've gotten it to do voices. I only add the series or actor name in there if it struggles, but usually just [Language, in the distinct voice of Character] works for standalone non ref audio generation.
>>109532904man I read the prompting guide I guess I just missed that part, I only saw that you used it to write [English] and assumed language was its only function. guess I'm a tremendous faggot
>>109532907Why would you read it yourself instead of having a robot read it for you?
>>109532893>I would've watched this shit as a kid back then. Man, so we really can just take live action movie scenes and give them a 2d spin huh.. there's some serious potential there.with enough autism it's legit possible to make a giant ref2v of a story
is there a ref2va turbo lora yet
>>109532874Thanks anon. "dim chiaroscuro lighting" definitely seemed to help
>>109532894literally read the prompting guide for protips
>>109532904to be fair, the prompting guide never says you can do the bracket english thing
>>109532910 how the fuck do you think I'm implementing it? I blame my shitty clanker.
>>109532913they all appear to work on it regardless
>>109532875proof?
>>109532911We truly are in a renaissance..
>>109532930lightx2v T2V turbo WAN lora worked with I2V wan too, but the quality wasn't near as good and it killed motion. i prefer if a turbo lora was specifically trained on ref2v
>use "MM-H3 - Blowjob.safetensors" >no prompt >it doesnt make her give the viewer a blowjob >it just makes her rub her face in a cute way and then look deeper into the eyes of the viewer fuck
>>109532938hot
>>109532719Yes.
Guys, you need to remember to use the quantized heretic text encoder and the quantized vae. Otherwise your gens will be slow.
Is the new lightx2v good?
Knock knockhttps://files.catbox.moe/bi6dcc.mp4
>>109532931soon
I'm animating 2-3 pages of a doujin and it's going well.
>>109532969Post an example of what you mean.
>>109532975when it's done.
>>109531814>wanschizoYesHe also likes using smiley faces at the end of his messages.
>"overcast night">puts bright shining moon in the sky>sigh
>
>>109531814>>109532979This is him by the way, his posts are extremely formulaic and his writing voice never changes.>>109532053
>>109532957heh
>>109532982did you prompt it with no moon? did you put a comma between overcast and night?
Did ani just return or something?
>>109532999the luddite schizo on /a/ started getting rekt in the /a/ thread so he came here in an effort to get revenge. he calls ppl "wanschizo" cause he saw ani calling someone that once over on /a/.
You're baiting me.
>>109532957>gives her a bunch of bubblegum pieceswho the fuck does that? well him i guess.
TIME PLEASE STOP FOR FUCK SAKE HOW THE FUCK ITS ALREADY MORNING AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAZA WARUDOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
[Identity Mapping]Forsen is represented by <Picture 1>the setting is the forest in <Picture 2>. Include the cart in <Picture 2>. Forsen is sitting in the cart to the right of the blonde nordic man in <Picture 2>. Forsen says "so, where are we headed mister Nord?". The blonde nordic man says "oh shit!" and the cart rolls off a mountain cliff, down into a large pit, and explodes.testing random stuffhttps://files.catbox.moe/ym3n3p.mp4
>>109532989yeah ok I see who he is now. thanks. He was baking the threads yesterday and would insist on never making a collage then he proceeded to call everyone who complained morons and autists
Anon showed how to continue a gen with this.I'm sure this works fine but how am I supposed to also feed it the audio?
Well this is rare. I got face drift all the time in my gens
This model is great for anyone with one specific fetish that nobody ever does just right.
tourist here. So I hear that LTX 2.5 is fast enough to run at real-time speeds now, is that right? Does that mean I can have an animated digital waifu that can do anything I tell her to now?
>>109533070lol nahthey did all their testing on insane OP rigs, no one is getting realtime, not in any decent enough to use quality anyway
Does face reference like this works on Minimax ??
>>109533084yeah probably, try it.
https://files.catbox.moe/9fsr96.webm
>>109532957>>109533021skittles giants
>>109533087Nice.
>>109533087wtf? I want to play this.
>>109533080:(maybe next year
>>109532969Feel free to share some advice for us(me) who didn't get good results making
>>109533092coincidentally ive been working on this as a game too i just wasnt sure what to pursue. i know what i want, my cock will guide me there, but whether itd make a good game is a totally different story
>>109533084it should
>>109533070>I can have an animated digital waifu that can do anything I tell her to now?This is not dependent on real-time generation and is in fact possible with current generation models and hardware.
>>109533097based project pursuer. I hope you achieve your goals
>>109533101Are you talking about animation engines for 3D models?
>>109533109i hope i do too. ive restarted my project 8 times be cause i cant stop hitting a wall and lose motivation.
>>109533111LTX is not that.
>>109533097just know that nobody will buy it once they learned you genned all the relevant assets and maybe vibecoded it as well
What are you prompting, anon?
>>109533136kino
>>109533116I know the feel. easy to achieve anything when you're in the zone then impossible to even open the project when you're notyou can do it, anon
>>109533136kino as well (but krea 2 isn't cooperating with the lighting)
>>109533096you should look for the posts from the BLAME! anon hes shared some good advice
>hard mode:Completed!
>>109533135i have connections to make it happen i just want to make something myself by hand rather than with slop. i dont want to shop a single slop related thing in my life>>109533146i made a bad choice of unreal engine visual scripting (as a c++ project) despite no programming background because its my best shot
>>109533079What does she feel like?
>>109533150>hes shared some good adviceDid I? ps: >>109532969(Me)
>>109533150>BLAME! anonCould I get spoonfed? Am sadly not as much online here as I'd like to be so don't want to crawl around the archives.
>>109533100>>109533086I still get a face drift with different face expression lol
There aren't many images in existence worthy of being animated it seems.
>>109533096mostly doing it to learn video extending.maybe you can tell me what you're having trouble with?
>>109533158Bags of sand
https://d.uguu.se/ijgLTfnu.webm
>>109533173>now misty gets a Toxic turnvery kino, nice ass rotation too looks very smooth.
>>109533174Oh so that's what was over there!
>>109533164>>>/wsg/6211923and vidrel was my first early testing.
>>109533179Yeah, thought it was time to give May a rest and test a new set of picture references. I think it came out pretty well.
>>109533174sovl
this next one will be supreme kino just wait
ltx is very nice. i don't need to enable swap space to use it
>>109533173Wanschizo, does it ever occur to you that you could just post these gens here forever and not bother shitting up /a/'s catalog
>>109533198bro take your meds already.
>>109533174https://www.youtube.com/shorts/ffySP5SMfcw
20 hours wasted. Just like that
The difference between "fully_preserved" and "partially_preserved" can be tricky.
hmmm... so the video in place helps. but there's a saturation change.
>prompt:>POV>with his right hand he reaches out >...>video shows him using his left hand
testing the new multi-shot support in ltx 2.5
>>109533173pokemon...pokemon...
>>109533244For a video, it always seems to be fully preserved.
>>109533252Is that different than the H3 reference model?
>>109533251"with his other right hand he grabs his left penis"
>>109533254Yes, debo. Get used to it.
>>109533257ltx is a different model from h3
>>109533258grabbing penis is never right
>>109533252idk, this has some kind of LTX sovl.
>>109533258>honey, why does only one of your cocks get hard anymore, instead of both? do you still love me?
>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>109533168I'm trying to use a black and white Manga so the colours are messed up between frames and since it's low res I can't really give it a good upscale either
>>109533275thanks for the reminder to include it in the next OP
>>109533275gm
>>109533280>the colours are messed up between framesah see I'm using BLAME! and keeping it monochrome specifically because I didn't want to fuck with that.Probably want to use your first gen fed as a grounding reference for the colors on future gens.
>>109533265Idk what gen is what model but this one mogs the other no cap
>>109533271yeah it makes everything looks real by default since the dataset is less synthetic
>>109533293It changes scenes and I did try to use image 2 as a color reference but it didn't always like that. Swapping the hair colors and clothing colors between "shots" just ruins it for me. I would've never imagined a local model being this good and fast when novelai leaked and that was the big thing. Hope the world makes it a few more years for more of these ones.
>>109533314damn this looks really nice, like the actual Kh1 fmv kairi. Is this krea 2?
>>109533319there's so many!
>109533319missing the flames coming up at the end.
>>109533327NooooOO be nice!!
>>109533320yes, literally 80% of images i used to train this kairi krea2 lora were from the cgi fmvs from kh1, kh2 and dream drop distance. the last 20% were just high quality character model screenshots from the hk1. I socked and amazed how it turned out.
>>109533351How'd you set up your krea training env?I tried on a clean venv and it just refused to work
>>109533351glad to see you back sasori
>>109533183Hope you keep at it
>>109533326artistic liberty. represents the schizos multiple personalities.
>>109533327
>>109533374deserved for having ever posted in /s*g/
>>109533351awesome, god damn. would you share your lora with the class? I have so many ideas i'd love to pull off with this.
Finally manage to preserve the face.... after few hours. Prompt enhancer works and those face reference works. Just a reminder you need an every angle of the faces.......
Has anyone, like, tested the sigma shift, or is it purely vibes?
>>109533395Everything about this hobby is vibes.
What is the meta for image editing? Say I have an image of a character doing something, and then I have a sample image of another character, and I want to replace character 1 with character 2 but leave everything else intact. What is the best model/tool for that? Would it still be qwen image edit in comfyui?
>>109533399shut the fuck up
>>109533395i did testing with it. lower values cause the prompt motions to be followed more aggressively which can cause the video to speed up if your duration is too short for the prompt you used. it's good if you want fast camera motion
is there any way to get speech to speech? minimax seems to just be transcribing dialogue into raw text and having the voice reference read it instead of truly replicating it. https://files.catbox.moe/fpevv9.mp4
>>109533354i used ostris ai toolkit, qint8 for both the transformer and text encoder. 5000 steps and 1024 res. Most of the images i used are way above 1024res and are downscaled to the resolution buckets pertaining to 1024 res. High resolution images and precise captioning seems to be key for getting near 1:1 results. kairi is simple character so rank 32 is alright for her but someone like aranea highwing is way too complex and requires rank 64 with many more images of her just to play just get near accurate 1:1 results.
>>109533411Why? I keep getting told to go to a different general with my question.
>>109533295everything is the same model, i'm still figuring out how to prompt this correctly. the multi-shot stuff is not always working for me
>>109533412By aggressively do you mean better adherence, or just more dramatic and emphasized? I.e. it'll miss an action in either setting, but when it does the action on a lower sigma it'll be more clear?
>>109533418<Audio 1> is the voice-timbre reference for <Subject 1> (S1), guiding delivery and speaking rate without copying the original signal.
The longest video i done is 20 seconds. Good job turbo lora.
does specifying over 30 seconds break everything for anyone else?
>>109533440the way i imagine it is that each sentence you write in your prompt is a single action. the sigma determines the blending between all of the sentences. if you have tons of sentences with small actions, then a large sigma might average all of it together to be smooth and probably not follow the prompt exactly. lower sigmas will literally execute each sentence you wrote and it can make the video become erratic as it tries to fit everything into your duration. try using the same prompt and seed and generate both extreme ends of the sigma value to see what i mean
The quality difference between 20 and 40 steps is quite noticeable.
>>109533382have fun with it. https://gofile.io/d/shxHnBthese were the tags i mainly used, not necessary to use all of them. kairi, Kairi (Kingdom Hearts), Kingdom Hearts 1, 1girl, solo, female, girl, youthful, young teenage girl, 14 years old, fair skin, light skin, blue eyes, short hair, red hair, hair bangs, layered hair, hair between eyes, red eyebrows, black choker, necklace, teardrop pendant, collarbone, sleeveless, white cropped tank top, white cropped tank top purple trim and purple straps, black undershirt, yellow sweatband on left forearm, purple armband on left upper arm, yellow and black bracelets on right arm wrist, navel, midriff, dark purple belt, silver belt buckle, light purple short skirt, light purple mimi-skirt, scalloped hem on skirt, flower petal cutout pattern on the scalloped hem of skirt, side slit on skirt, side slit on both sides on skirt, purple bike shorts, purple bike shorts worn underneath her purple skirt, oversized shoes, chunky shoes, white shoes, yellow laces on shoes, blue and purple soles on shoes, slender build, slender legs, 3d, 3d render, cinematic render, high fidelity, cgi, cutscene, videogame cinematic cutscene, cinematic scene, cinematic cgi graphics,
>>109533469>>109533469>>109533469move along
>>109533470>one of the links removedi see you, fucker
>>109533474>>109533474
>>109533463This is a fantastic description. I have some prompts with a million little things happening so I'm interested to test it a bit.
>>109533470>>109533477oh no
Not one inch
>>109533476just post it on the other thread, I wanna post my gens
so close to page 8 :d
>>109533477real bread.
new bread>>109533469>>109533469>>109533469
>>109532500lol
>>109532564not the anime girl AND the computer
>>109533474>>109533474>>109533474Avoid d*bo thread
>>109533952>spamming an abandoned threadmind broken
