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"TOO Creative" Edition

Discussion and Development of Local Image and Video Models

Previous: >>108864266

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
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

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

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

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

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

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

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

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

>Illustrious
https://rentry.org/comfyui_guide_1girl

>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
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
helo sars which is the very best god to pray to for new GPU?
>>
File: 000405CUI_00001_.png (1.44 MB, 1248x1824)
1.44 MB PNG
>>
File: ComfyUI_temp_lheqp_00014_.png (2.18 MB, 1344x1632)
2.18 MB PNG
>>
Blessed thread of frenship
>>
>>108870020
catbox
>>
File: ComfyUI_temp_lheqp_00015_.png (2.06 MB, 1344x1632)
2.06 MB PNG
>>
>>108870030
You need a catbox for 1girl standing?
>>
>>108870040
>>108870020
HOLY FUCK
>>
Does inpaint work with qwen edit/flux klein edit?
Tried getting the workflows working with inpaints but the results just aren't that great.
Getting better results with the default inpainting built into forge neo.
>>
>>108870052
is that....is that.... 1GIRL????
>>
File: ComfyUI_00006_.png (2.85 MB, 1440x2160)
2.85 MB PNG
We are so back baby finally a small model that beats RouWei. Albeit slower for comparable results so we'll need to find how to unlock better results to make it worth it. It is no longer 2022. Oneshotting up to 4MP is not really a big deal because of how long it takes but will clean up a lot of people's spaghetti nodes.
>>
why is gradio so laggy junk on firefox?
>>
>>108870138
gradio is shit and firefox is worse
>>
>>108870137
Be careful you'll make the schizo go ballistic if you praise Anima too much
>>
>>108870040
{lace stockings, lace thong, highleg, lace bra, bridal gauntlets, covered nipples|side-tie, highleg thong, criss-cross halter bikini, covered nipples, cameltoe|nude, sparse pubic hair, stockings, elbow gloves, choker, jewelry},
>>
File: 004348CUI_00001_.png (1.67 MB, 1248x1824)
1.67 MB PNG
>>
I love LDG.
>>
>>108870137
what model?
>>
File: ComfyUI_00219_.png (1.98 MB, 1000x1504)
1.98 MB PNG
>>108870165
sweet
>>
>>108870137
Is that resolution native or did you upscale it? Anima has been crashing my shit lately.
>>
>>108870174
Huh?
>>
>>108870230
Native with the hires lora. I never bothered testing above 1536 without the hires lora since that's as high as the readme went.
>Anima has been crashing my shit lately
It should run on 16GB of RAM and 8GB of VRAM even with LoRA stacking. Are your Comfy and drivers updated?
>>
File: 002151CUI_00001_.png (1.54 MB, 1248x1824)
1.54 MB PNG
>>108870247
I've updated everything yesterday. I'm on 16gb ram 12gb vram. It usually works but sometimes it just freezes everything. Smells like a memory leak but I can't be bothered to look up fixes right now.
>>
https://github.com/Reza2kn/lance-quant

custom node for lance (bytedance)
>>
>>108870299
lance the boil on my anus
>>
>>108870299
>3B video generation, and editing
Well, interesting.
>>
File: 012536CUI_00001_.png (925 KB, 1248x1824)
925 KB PNG
>>
>>108870299
Show me the money.
>>
File: 6999311-2902823947.jpg (73 KB, 1473x1061)
73 KB JPG
>inference steps: 0
>seed: 123456789
>number of generations: 40
>>
so?
https://www.reddit.com/r/StableDiffusion/comments/1tiwswq/pixelspace_asymflux2_klein_comfyui_release_sft/
>>
File: ComfyUI_00053_.png (1.99 MB, 1536x1536)
1.99 MB PNG
>>
File: ComfyUI_00054_.png (1.93 MB, 1536x1536)
1.93 MB PNG
>>
>>108870406
>It's an asymmetric flow model adapter finetuned from FLUX.2 klein Base 9B, which generates pixels in Oklab color space without any VAE.
a what?
>>
Nofap day 1.
>>
oops day 0
>>
File: ComfyUI_00057_.png (1.74 MB, 1536x1536)
1.74 MB PNG
>>
>>108870456
Just a (new) way of converting regular models to pixel space. Total Lodestone suicide.
>>
>>108870329
No really, how do you get the crispy lines look? I tried that image cleanup approach from anon's rentry and it was both slow and fruitless.
>>
File: thong.jpg (827 KB, 2048x2048)
827 KB JPG
New 'za.
>>
>>108870504
is that using her official nudie comics, or hallucinated
>>
>>108870519
Hallucinated, not gonna bother getting her patreon shit. I think it would make me depressed.
>>
>>108870137
catbox please?
>>
https://github.com/ruwwww/ComfyUI-SPEED
SPEED sampler node for anima, I tested it works with klein too.
>The basic idea is that diffusion models don’t need to do full high-res work right away, so SPEED starts smaller and gradually increases resolution as the image forms. That cuts down wasted compute early in the denoising process, which can make generation faster while still keeping detail later on.
>>
File: ANIMA_bface_bad_00008_.png (939 KB, 896x1152)
939 KB PNG
>>108870553
>>
File: 005323CUI_00001_.png (1.78 MB, 1248x1824)
1.78 MB PNG
>>108870489
https://civitai.red/models/2422837/jujutsu-kaisen-manga-style-gege-akutami-jjk

I'm using this lora + upscaling with 4xanime sharp
>>
File: 020249CUI_00001_.png (1.56 MB, 1248x1824)
1.56 MB PNG
>>
>>108870553
My ISP appears to be rangebanned from catbox. It's nothing you couldn't get from the Anima readme and knowing booru tags. The res is done in one shot. 50 steps 4 cfg er_sde sgm_uniform. Although since genning that I've realized that 30 steps 4 cfg er_sde simple gives basically indistinguishable results as long as you use quality and artist tags and put blurry and depth of field in the neg.
>>
>>108870020
>>108870030
catbox
>>108870043
you wouldn't get it
>>
File: sfht46y6.png (2.65 MB, 3309x1854)
2.65 MB PNG
discovered a new genre of kino to experiment with
>>
>>108870655
The upscaler, of course. Works really well with the lora, thanks.
>>
File: ANIMA_bface_bad_00009_.png (797 KB, 896x1152)
797 KB PNG
>>108870611
>>
How's multi-gpu speeds for sdxl/anima these days? I have a couple of 3090s sitting here from an old /lmg/ build that I'm considering either selling or putting into a secondary server for imgen stuff.
I have another 3090 in my main PC so if the speed gain isn't good enough, I'm probably better off using that for imgen and selling the spares at a profit considering the current prices.
>>
>>108870712
I don't know of any locally anyway.
>>
File: ANIMA_bface_bad_00010_.png (1.03 MB, 896x1152)
1.03 MB PNG
>>108870700
>>
File: 030933CUI_00001_.png (972 KB, 1248x1824)
972 KB PNG
>>108870697
You're welcome.
>>
File: ANIMA_bface_bad_00011_.png (949 KB, 896x1152)
949 KB PNG
>>108870731
>>
>>108870757
can you make the chin non-pointy?
>>
File: ANIMA_bface_bad_00012_.png (1.04 MB, 896x1152)
1.04 MB PNG
>>108870766
>>
This is Link, the girl who saved the planet Zelda.

fyi, Link is in her 40's.
>>
>mfw Resource news

05/20/2026

>Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory
https://eddie0521.github.io/projects/iamflow

>CAB: Accelerating Flow and Diffusion Sampling via Rectification and Corrected Adams-Bashforth
https://github.com/Anuska-Roy/CAB

>When Preference Labels Fall Short: Aligning Diffusion Models from Real Data
https://cwyxx.github.io/RealAlign

>Improved Baselines with Representation Autoencoders
https://raev2.github.io

>Semantic Generative Tuning for Unified Multimodal Models
https://song2yu.github.io/SGT

>Towards Fine-Grained Robustness: Attention-Guided Test-Time Prompt Tuning for Vision-Language Models
https://github.com/SEU-VIPGroup/A-TPT

>ggufy: A lightweight and efficient tool to convert tensor formats
https://github.com/qskousen/ggufy

>Angelo: Click-to-refine sampler for ComfyUI
https://github.com/shootthesound/ComfyUI-Angelo

>ComfyUI Nodes for AsymFlow and pi-Flow
https://github.com/Lakonik/ComfyUI-piFlow

05/19/2026

>HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing
https://peteryyzhang.github.io/HierEdit-page

>HighSync: High-Quality Lip Synchronization via Latent Diffusion Models
https://github.com/saeed5959/high_sync

>CAM-VFD: Cross-Attention Multimodal Video Forgery Detection
https://github.com/Hoda-Osama/CAM-VFD/tree/main

>WOW-Seg: A Word-free Open World Segmentation Model
https://github.com/AAwcAA/WOW-Seg-Meta

>Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models
https://github.com/Dong-Xinpeng/VIF

>A More Word-like Image Tokenization for MLLMs
https://github.com/snuviplab/DiVT

>EchoSR: Efficient Context Harnessing for Lightweight Image Super-Resolution
https://github.com/funnyWang-Echoes/EchoSR

>Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking
https://github.com/kaiyuan02415/Forget-It-All

>LTX OmniNFT RL-Lora from Kijai
https://huggingface.co/Kijai/LTX2.3_comfy/tree/main/loras
>>
>mfw Research news

05/20/2026

>CogOmniControl: Reasoning-Driven Controllable Video Generation via Creative Intent Cognition
https://um-lab.github.io/CogOmniControl

>Spectral Progressive Diffusion for Efficient Image and Video Generation
https://howardxiao.ca/speed

>Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection
https://arxiv.org/abs/2605.19532

>GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation
https://geometryflow.github.io

>InstructAV2AV: Instruction-Guided Audio-Video Joint Editing
https://hjzheng.net/projects/InstructAV2AV

>Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
https://arxiv.org/abs/2605.18346

>Self-Creative Text-to-Object Generation using Semantic-Aware Spatial Weighting
https://arxiv.org/abs/2605.19554

>LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models
https://arxiv.org/abs/2605.19729

>PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset
https://haojunchen663.github.io/projects/PixVerve

>Vision Foundation Models as Generalist Tokenizers for Image Generation
https://arxiv.org/abs/2605.18390

>Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
https://xiaokunfeng.github.io/miga_homepage

>Stitched Value Model for Diffusion Alignment
https://gohyojun15.github.io/StitchVM

>CPC-VAR:Continual Personalized and Compositional Generation in Visual Autoregressive Models
https://arxiv.org/abs/2605.19750

>Efficient Long-Context Modeling in Diffusion Language Models via Block Approximate Sparse Attention
https://arxiv.org/abs/2605.19726

>A Framework for Evaluating Zero-Shot Image Generation in Concept-based Explainability
https://arxiv.org/abs/2605.19855

>Lance: Unified Multimodal Modeling by Multi-Task Synergy
https://arxiv.org/abs/2605.18678
>>
>mfw MORE Research news

>DynaTok: Temporally Adaptive and Positional Bias-Aware Token Compression for Video-LLMs
https://arxiv.org/abs/2605.19322

>Probability-Conserving Flow Guidance
https://arxiv.org/abs/2605.20079

>Multi-Scale Generative Modeling with Heat Dissipation Flow Matching
https://arxiv.org/abs/2605.19371

>Are Watermarked Images Editable? SafeMark for Watermark-Preserving Text-Guided Image Editing
https://arxiv.org/abs/2605.19511

>Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation
https://arxiv.org/abs/2605.19639

>SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation
https://arxiv.org/abs/2605.18267

>Aurora: Unified Video Editing with a Tool-Using Agent
https://yeates.github.io/Aurora-Page

>FlowErase-RL: Rethinking Concept Erasure as Reward Optimization in Flow Matching Models
https://arxiv.org/abs/2605.19739

>FAGER: Factually Grounded Evaluation and Refinement of Text-to-Image Models
https://arxiv.org/abs/2605.19111

>Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models
https://arxiv.org/abs/2605.19398

>Fast 4D Mesh Generation by Spatio-Temporal Attention Chains
https://research.nvidia.com/labs/par/fast4dmesh

>StrLoRA: Towards Streaming Continual Visual Instruction Tuning for MLLMs
https://arxiv.org/abs/2605.16353

>Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models
https://arxiv.org/abs/2605.19929

>TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards
https://arxiv.org/abs/2605.19320

>NEWTON: Agentic Planning for Physically Grounded Video Generation
https://Newton026.github.io/newton

>Harnessing Self-Supervised Features for Art Classification
https://arxiv.org/abs/2605.18974

>Rotation-Aligned Key Channel Pruning for Efficient Vision-Language Model Inference
https://arxiv.org/abs/2605.19218

>Motif-Video 2B: Technical Report
https://arxiv.org/abs/2604.16503
>>
File: 032258CUI_00001_.png (1.15 MB, 1248x1824)
1.15 MB PNG
>>108870771
Pointy chin ftw
>>
>>108870831
>mogged by sd1.4
>>
hello help
>>108870054
>>108870054
>>108870054
>>
>>108870504
>>108870519
>>108870522
can i get the lore on this person
>>
File: 033825CUI_00001_.png (1.68 MB, 1248x1824)
1.68 MB PNG
>>108870856
>>
File: zit_00009_.png (1.53 MB, 1024x1504)
1.53 MB PNG
>>108870888
>>
File: ANIMA_bface_bad_00018_.png (1.17 MB, 896x1152)
1.17 MB PNG
>>
how to stop Anima prompt bleeding?
>>
write better
>>
>>108871003
wait for animaXL
>>
File: 043108CUI_00001_.png (1.68 MB, 1248x1824)
1.68 MB PNG
>>108870995
>>
File: ComfyUI_00359_.jpg (1.15 MB, 3584x4608)
1.15 MB JPG
bros I've no idea how to do image to image
https://www.comfy.org/workflows/ doesn't have an example either
downloaded few from civ but they don't work for me
can anyone please share a simple catbox?
>>
Catastrophic forgetting.
>>
File: 044228CUI_00001_.png (1.26 MB, 1248x1824)
1.26 MB PNG
>>
File: misakifootball.png (973 KB, 1024x1024)
973 KB PNG
>>
>>
File: wut.png (561 KB, 2280x2160)
561 KB PNG
>src/model-vbar.c:74:WARNING:VBAR 000002A00F2ED4C0: Page 103 pin_count=2
>>
>>108871139
just your typical comfyui malware
>>
File: ComfyUI_00363_.jpg (1.7 MB, 3584x4608)
1.7 MB JPG
>ara ara~
>>
File: Timothy concept 1.png (1.97 MB, 1296x1728)
1.97 MB PNG
Getting armor right is pain.
It often just forgets a piece, like the helmet.
>>
>>108871195
Just realized he isn't even holding the spear in this one. Fuck!
>>
Hello
Let's say I'm trying to train a LoRA on comic book covers (just an example). Should I completelt clean the texts or hould I only remove the company logo and bottom tagline while leaving the title of the image before tagging?
Thanks
>>
File: 55years_kekvid.mp4 (2.38 MB, 1168x784)
2.38 MB
2.38 MB MP4
>>
>>108871233
Do you want the lora to replicate logos and texts? Remove everything you dont want to see.
>>
>>108871265
KEK
bretty good vidgen
>>
>>108871303
>Remove everything you dont want to see.
how do I do that without fucking up the background? LaMa?
>>
>>108871310
klein 9b, inpaint, generative fill, cropping the image, gemini, glm2, grok
>>
>>108871065
https://comfyanonymous.github.io/ComfyUI_examples/img2img/
>>
>>108870054
>workflows
Does simply masking an area and throwing it into the default wf not suffice?
>>
>>
File: 1760075618068357.jpg (858 KB, 1128x2048)
858 KB JPG
>>
kooking up some KINOS
>>
>>
File: 1775623594996920.jpg (681 KB, 1232x1840)
681 KB JPG
>>
no kino from me :(
>>
CLAUDE, I'M NOT HEARING VOICES
>>
File: ggh.png (157 KB, 2784x798)
157 KB PNG
>>108871716
thats ok, i got you covered
>>
File: ANIMA_bface_bad_00019_.png (1.03 MB, 896x1152)
1.03 MB PNG
>>
>>108871640
>PNG
Model?
>>
>>108871001
Kys
>>
My vibecoded automatic collagemaker is almost done.

I started working on it earlier today because last thread's collage was such fucking garbage, but I am too lazy to do the work in photoshop.

It's so over for shit bakers
>>
New issue, when I open up a workflow from a prev image from a past session in comfy, no matter what i changge in the positives/negatives (and possibly even other nodes) my first run always is that previous prompt that i loaded, as if its already hardset to run that prompt first
after the first run, it runs any changes i have made no problem
why does this happen how do i avoid it?
>>
>>108871935
it loads the seed the image was made with. change the seed before the first run and it will be different.
>>
>guy made hardcore sulphur lora
>made it pay to access early only
>gets asshurt and removes it all
rekt. that said though does anyone have a mirror of it by chance
>>
File: ComfyUI_00815_.png (2.25 MB, 1344x1824)
2.25 MB PNG
>>
File: collage test.jpg (568 KB, 1660x2367)
568 KB JPG
My first collage with my new vibecoded automatic collage maker. This is what >>108864266 should have been.

Forgot to add configurable background color.. next feature add
>>
File: ComfyUI_00051_.jpg (2.15 MB, 3072x1664)
2.15 MB JPG
>>108871665
>>108871498
nice prompt
>>
File: kino alert.gif (577 KB, 498x498)
577 KB GIF
i have too many kinos filling up my hard drive so i have to start deleting things. here's some ltx2.3 song generation experiments that i liked
https://files.catbox.moe/ogme8k.mp3
https://files.catbox.moe/zd7fcr.mp3
https://files.catbox.moe/mdl8z0.mp3
https://files.catbox.moe/426dhs.mp3
https://files.catbox.moe/j1o58i.mp3
https://files.catbox.moe/07l4lk.mp3
https://files.catbox.moe/0boz41.mp3
https://files.catbox.moe/4jqkem.mp3
https://files.catbox.moe/4f1i11.mp3
https://files.catbox.moe/hnvvvd.mp3
>>
so I loaded an image in comfy, how do I inpaint? There's no brush!
I've the load image as mask node but what do I upload as mask.png?
HALP
>>
File: file.png (17 KB, 334x238)
17 KB PNG
living on the edge of insanity with ltx 2.3.
speaking of which does anyone have tips on making my i2v slop not be so unpredictable? im really bad with prompts so its not very surprising but shouldnt i change the cfg to 3.5 or something rather than 1.0?
im using that eros workflow and after a few hours of unspaghetti-ing it, i have no fucking clue if the negatives are even loaded or not
>>
>>108872048
Uneven white gaps look absolute shit with all due respect.
You should eliminate the gaps.
>>
>>108872105
i put "video ends with..." at the end of my prompts to align the video with the final thing that should happen. it usually works
>>
>>108872128
You think a "collage" should have visible bisecting seams in order to eliminate "gaps". You have no taste.

And you haven't shown me as much respect as is due. Anonymous ankle-biter.
>>
>>108872129
i should clarify that while i expect issues like dudes pecs being jiggly, im getting gens that just feminize the male and its bugging me a lot. the lora stacking isnt helping especially given how long it takes for one gen to be done
>>
>>108872144
Then fuck off sperg faggot no one cares about your jeet coded script
Imaging thinking that shit looks good
>>
>>108872048
Half of those look like shit.
>>
>>108872149
i don't have an exact answer since i haven't used it for "George Michael - Careless Whisper" type things, but when i am trying to prompt for a specific person in the scene, i go into detail with describing what that person looks like. start by listing his hair color, attire, and stuff like that, and then describe what he does. but it's a double edged sword since it sometimes replaces that person with someone that looks the way you described which is a problem for i2v stuff
>>
File: ComfyUI_25653_edit.png (3.96 MB, 1280x1920)
3.96 MB PNG
>>108872048
>not a standard aspect ratio with a random resolution
>uneven gaps and worse alignment
It's just an uglier side-grade. Why not just throw the images in randomly (upside down, mirrored, rotated, etc) at this point?
>>
>>108872048
>my slop still not in highlights
One day..
>>
File: 103818CUI_00001_.png (685 KB, 1248x1824)
685 KB PNG
>>
File: ComfyUI_00229_.png (2.07 MB, 1000x1504)
2.07 MB PNG
>>108872210
what model are you usin?
>>
https://huggingface.co/RuneXX/LTX-2.3-Workflows/blob/main/Video-2-Video/Extend-Any-Video/LTX-2.3_-_V2V_Extend_Any_Video_Multi-Extend_long_video.json

this workflow is hilarious, you can do basically anything with a short clip:

https://files.catbox.moe/8btku6.mp4
>>
File: pepe1.jpg (58 KB, 976x850)
58 KB JPG
I'm this close to buying a fucking RTX to [USER WAS BANNED FOR THIS POST] my work colleagues
>>
>>108872364
this was kind of funny and I don't know why
>>
>>108872377
extending 2+ times can lead to funny results, like in this case: mr CIA works fine but the other guy has a bit of a stroke:

https://files.catbox.moe/5dunyi.mp4
>>
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>>108872392
>SPEAKS IN ROMANIAN
>LESGOBOIS

kino
>>
>>108872210
what was the prompt for bthe bikini for this jenny
>>
>>108872417
this one turned out pretty good, if you start the dialogue with the last word they said in the reference clip, the audio usually works out.

https://files.catbox.moe/ph7ezd.mp4
>>
>>108872483
how much ram do you need for this? is 40 enough?
>>
>>108872497
sure, ltx is pretty optimized in general, might even use less than wan did. in general, 16-32 is a good spot for video, more means less swapping I think?

but these workflows are fun to mess with and this guy has made a ton of ltx ones:

https://huggingface.co/RuneXX/LTX-2.3-Workflows/tree/main
>>
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I'm begging ya to help me bros
I've 160 images
I need to inpaint them all to remove the watermark and logo. They are placed on different place in all the images.
What's the best way I can automatically do it?
Explain to me like I'm a fucking retard
Thanks
>>
>>108872501
I only have 16 atm, but will buy a 32 gig ramstick later
>>
>>108872510
klein 9b, load batch images, "remove watermark" + Flux2-Klein-9B-Consistency lora
>>
>>108872510
klein edit 9b with "remove the watermark" prompt, there must be a node or way to set up batch images though but I havent done it myself.
>>
Did anyone manage to get ComfyUI Anima XY plot workflow working?
>>
>>108872521
>>108872522
I'll try, can you guys give me a wrkflow? Would really appreciate it.
>>
i checked this thread to see if anyone saw new video+image+audio gen model but seem you did not
it was released this morning
full precision needs 40gb
>>
>>108872364
i really want to try this but i don't use comfyui and therefore cannot into these workflows. if someone knows how to use that in the wan2gp UI i am all ears
>>
>>108872544
>full precision needs 40gb
As if anyone here has that kind of hardware.

Even tutel had to sell his organs to afford RAM for his AI daughter.
>>
File: ComfyUI_00364_.jpg (1.74 MB, 3584x4608)
1.74 MB JPG
>>
>>108872556
>As if anyone here has that kind of hardware
um.........
>>
>>108872579
can I get a prompt?
>>
>>108872598
absurdres, masterpiece, best quality, very aesthetic, nsfw
1girl, solo, anime screenshot,
lingerie, blonde hair, black corset, large breasts, narrow waist, wide hips, looking at viewer, from front, biting own lip, seductive smile, full-face blush, long hair, hair between eyes, convenient censoring,


Anima base
>>
>>108872510
basic klein workflow is enough
>>
>>108872609
Nice!

I like to use naughty expression, steamy, sweaty.
>>
>>108872521
>>108872522
Why klein? Don't you have qwen edit specifically for that purpose
>>
>>108872640
>Don't you have mode that is twice as big
>>
>>108872630
Also tongue out, floating hearts, spoken heart

I've found adding floating stuff or motion lines makes the image more visually interesting.
>>
>>108872640
it's a better edit model in general, also it's pretty fast too.
>>
>>108872616
>>108872651
can you share it?
The one on comfy is of merging two images
>>
>>108872483
I like how the music just changes into something different.
>>
>>108872651
qwen has a model specifically for editing, so it's much better than some general purpose distill. Not even flux dev version is better than qwen in editing.
>>
When did gelbooru and danbooru split the tag "game cg" into "game asset" and "visual novel cg"?
>>
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why are people so hesitant to share their workflows
I share mine all the time
>>
File: ComfyUI_25700.jpg (3.8 MB, 1500x2000)
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>>108872353
ZIM+ZIT.

>>108872452
>She wears a floral bikini with red and pink flowers on a purple, blue, and white background, held by thin dark straps

>>108872747
NDAs.
>>
File: 1749307726351072.jpg (1.87 MB, 1456x2128)
1.87 MB JPG
>>
why is this general just 1girl images? go download a video model and start making kinos
>>
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krea2 when
>>
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2.65 MB PNG
I don't like Anima too much. I feel like Illustrious is still the best. Maybe i need to wait for finetuned checkpoints because base model isn't good enough.
>>
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>>
>>108872873
Did you specific artist? Anima is intened to be used with specific artist style.
I think first few days playing with Anima should be spent finding artist style combinations you like.
>>
>>108872883
Very cool.
Box?
>>
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>>
File: ComfyUI_00239_.png (1.15 MB, 1000x1504)
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>>108872579
yours came out beteer ngl
>>
>>108872048
collage making is solved https://rentry.org/ldgcollage
yours looks like shit
>>
>>108872945
how do I run this fren
>>
>>108872885
I usually don't do that but i'll give it a try like that, thanks.
>>
>>108872970
it's a userscript, you need a browser extension like tampermonkey etc
>>
>>108872980
I already installed it but what do I do next? How do I select images for a collage
>>
>>108873003
If it's working properly you'll see a clickable yellow star on each image post
>>
File: 4834.png (1.91 MB, 3602x1227)
1.91 MB PNG
>>
>>108872747
was-ns load image batch, point it to the folder and click run x times. it will increment through the images.
https://files.catbox.moe/dreit7.png
>>
File: ComfyUI_00368_.jpg (1.24 MB, 3584x4608)
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>>108873151
arigato
>>
>>108870137
>>108870247
you can oneshot 1536x1024 now by the way, 1.0 is completely solved of those issues.
>>
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anima is fun and all, im very happy we're finally off sdxl,

but holy SHIT ltx sucks fucking monkey cock balls please give us the next major step up in local videogen already im DYIN HERE BOSS
and what happened to TTS's? those are completely dead this year.
>>
>>108873251
>what happened to TTS
Didn't stable release a new model yesterday?
>>
>>108873251
illustious is still king apparently >>108872873
the problem with anima is it has a smaller dataset. The only improvement is nlp and a 16 channel vae and it isn't even the best vae for it. You could also say text improved but it's still shit
>>
>>108873251
dramabox is very good at tts
>>
>>108873251
Omnivoice is great unless you need to control the intonations explicitly, even the ggufs retain the quality. Haven't tried Fish but it supposedly solves that at the cost of being larger and slower.
>>
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>>108873277
>>
>>108873296
>>108873374
i knew baiting with drama would work, thank you boys. ill have a look later.

>>108873277
shut up retard lol no one believes you
>>
>>108873251
I never bothered with LTX.
Audio has some uses I guess but I don't see the point of moving from Wan 2.2 to what is at best another sidegrade that is so fucking behind SOTA.
Local video gen scene desperately needs its ZIT moment.
>>
File: 00128-3060089382.png (1.7 MB, 1024x1536)
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>>108873398
ltx has a lot of potential, the few who can truly tardwrangle it make some serious sora-killer gens but, few can pull off the autistic wizardry of its prompting and sigma(balls) system.
i remember when ZiT dropped here.. good times..
>>
>>108873398
>I never bothered with LTX.
then why are you giving your retarded opinion?
>>
what i love about anima is you can train real people and have them do hentai things. local is so back
>>
>>108873277
Retard
>>
ComfyUI and local diffusion is magical bros. I can't believe something like this is free
>>
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>>108873508
Is there an anima lora training for retards yet? I need a simple guide
>>
>>108873582
https://github.com/gazingstars123/Anima-Standalone-Trainer
if you've trained a lora with kohya or ai toolkit before you will have zero issues.
>>
>>108873582
https://github.com/gazingstars123/Anima-Standalone-Trainer
>>
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>>108873602
>>108873605
whoa, thanks!
>>
>>108873633
my Anima isn't this good at texts, is this a LoRA?
>>
>>108873454
Do you test every single fucking shit looking research preview model out there before saying "yeah that's not worth my time". Or are you blind and seriously think LTX outputs are in any way comparable to Veo, Seedance, etc.?
Besides audio I have seen precisely nothing done with it that I can't already do with wan on my computer.
>>
>>108873637
NTA but higher cfg and a wee bit seed lottery is needed for longer sentences like that.
>>
>>108873638
nvm didn't realize you were baiting. well kekked my good gentlesir
>>
>>108873637
when doing longer sentences make sure to use all caps as well
>>
>>108872945
I wouldn't have spent the time making my own if I thought justified rows was a good-enough solution. Forgot you niggas always hated my collage style when I was making them by hand—couple that with dropping a collage at the same time, which always gets a few people mad, and I shouldn't be surprised you're all receiving it like this.
>>
>>108873650
>>108873720
higher CFG? All caps? what is this sorcery? i figure you can't go over 5.5 cfg as it is, that tends to be where it burns, and its usually good at lowercase/uppercase but why would allcaps make it more coherent?
>>
>>108873757
>can't go over 5.5 cfg
You can use CFGNorm
>>
File: 817765207539615.png (1.13 MB, 832x1216)
1.13 MB PNG
>>
>>108873757
Pop in Rescale cfg node.
Also Euler ancestral can push cfg a bit above 5.5 w/o burning.
>>108873773
I didn't have too great time trying CFGNorm on anima, am I missing something?
>>
File: 00170-3502308820.png (1.66 MB, 1080x1920)
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>>108873773
>>108873793
I'll have to give that a little bit of niggering around later then, cool. Anima's really nice about CFG it seems like, i never really tweak it over 4.5 or 5.
>>
>>108872210
Okay I gotta just ask who is that lady you keep genning because I keep thinking it's Anne Dudek and I know it's probably not that
>>
I love to make Slider LoRA with AI tool kit... But how to make one for Anima since AI toolkit bro is sleeping?
>>
its funny that some anons bar for a good model is how easily can he make a slop style he likes with it rather than you know how good the model actually is
>>
>>108873814
He is obsessed with some e-celeb Youtuber called Jenny Nicholson.
Never watched a single crap of hers but there are uglier hags to spam and his gens are usually high quality so I don't complain.
>>
>>108873830
its funny you act like you care
>>
>>108873814
It's Jenny whatever forgor get name, an autistic streamer with dwarf fingers.
>>
>>108873830
if the model wasn't actually good anon wouldn't be making slop styles for it
>>
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I have a 12gb AMD GPU + 16gb ram. Can anyone with a similar specs tell me if it is possible to run Qwen image edit on it? It just gets stuck on the Ksampler and nothing happens, even with a GGUF workflow. Idk what I'm doing wrong. It doesn't crash or anything. No errors either, it just gets stuck.
>>
>>108873870
>Idk what I'm doing wrong
>AMD
there
>>
>>108873870
lol lmao
>>
>>108873876
done him
>>
>>108872873
>I don't like Anima too much
>>108872971
>I usually don't use artist tags
Lmao
>>
>>108873740
no one cares about your shitty vibecoded fagollage script, retard
>>
File: 152542CUI_00001_.png (2.68 MB, 1248x1824)
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>>108873876
>>108873877
That bad huh. Well I just switched to AMD and RAM costs a bazillion moneys in my 3rd world shithole, so it is what it is.
>>
>just figured out forge neo is so vibecoded and spiritually indian that comfyui gens twice as fast with identical settings
oh lol
>>
>>108872048
>This is what >>108864266 # should have been.
I assume your main gripe is the aspect ratio which I agree it looked pretty bad but the college script does also have an aspect ratio setting you can change.
>>
>>108870810
>>108870815
>>108870824
thanks!
>>
>>108873830
Uh actually it does matter how easily you can achieve desired outcomes with a model. How else are you judging "model quality"? Hands?
>>
>>108874017
My main gripe was his choice of gens lol, I only did the script because I knew I was too lazy to make the collages manually like I used to.
>>
AsymFlow adapter for Anima when?
>>
>shift over to cumfartui
>forget to add the shift node
>forgot how rescale cfg worked
you know what, maybe NEEDING to use spaghetti is a good thing, keeps the brain from going retard mode using training wheels like forge all the time.
>>
The first step in getting good is realizing that you suck at prompting.
>>
>>108874105
>shift node
> rescale cfg
??
>>
>>108874112
shit node and refail node
>>
>>108874112
git node and gud node.
>>
>>108874098
Lodestone is too prideful to use someone else's method. Someone else will do it soon thoever.
>>
File: check.png (1.99 MB, 1248x1824)
1.99 MB PNG
>>
>>108874130
>Someone else
I mean... how about russell?? He is bankrolled by comfy, shouldn't be too difficult.
>>
>>108874095
Just bake next time he usually waits quite awhile
>>
>tardstone
>tardrussel
>tardganov
any other tards i should know about??
>>
>>108874053
>be me
>suck at prompting
>no model is good because i dont know how to use any of them
>seethepost in the local diffusion thread
>>
>>108874141
yeah, look at a mirror
>>
>>108874133
checkd dubs
>>
>>108874151
wayminut no you cant do that
>>
https://huggingface.co/RuneXX/LTX-2.3-Workflows/blob/main/Video-2-Video/Extend-Any-Video/LTX-2.3_-_V2V_Extend_Any_Video_Multi-Extend_long_video.json

this workflow is amazing (and hilarious), you can literally remaster a clip or movie.

directors cut, for you:

https://files.catbox.moe/p7ibe4.mp4
>>
>>108874135
I too am jealous that no one pays me for my kino gens or my ability to train models
>>
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holy moly er_sde is crazy good
>>
Anima's pretty good.
>>
>>108874278
>woah cool gen-

why the fuck is buu dressed like a prostitute?
>>
already bored of anima
next model please
>>
Let's train a /co/ model lads
fuck anime
>>
>>108874284
>why the fuck is buu dressed like a prostitute?
It's his battle outfit from the unreleased movies directed by Toriyama.
>>
between slop you generated and models, how much space you lost?
>>
>>108874198
the plane flies over a sunny beach in miami, and uptempo music starts to play.

https://files.catbox.moe/37s5s0.mp4
>>
>>108874105
I thought only Z-image uses shift?
>>
>>108874278
>>108874305
nice, did you train that lora or did you get it from civitai?
>>
when training a LoRA for artist style should I use the trigger word/first tag as
>full name \(style\),
yes or no?
>>
another video extend test.

the man says "so I got a cool mask, to make the people care more, cause they care about masks, you see?"

https://files.catbox.moe/8k0voh.mp4
>>
>>108874366
i was just larping, it's noobai with a lora kek
>>
can anyone help me
autocompleteplus wont show artist tag, even with and without the string before artist tag in the option
>>
>>108874384
or John_Doe_Style?
>>
>>108873805
RELEASE DA GAS!
>>
>>108874441
the prompt's on civitai if you wanna do that, but personally i'm not into the brapplay.
https://civitai.red/images/130695596
>>
>>108874384
>>108874425
well friends?
>>
File: ComfyUI_00369_.jpg (1.57 MB, 3584x4608)
1.57 MB JPG
>>
>>108874480
why would you even upscale this to such a gargantuan res?
>>
>>108874384
With anima just use @artistname as the prefix
>>
>>108874480
you knee-gers need to lrn 2 shop
>>
>>108874278
why has there been an upsurge of gay dragon ball gens after anima released?
>>
We need a working pron Edit model
>>
what the fuck you guys were right
rescaled cfg at 7.5 and it one-shotted this multi-text gen
not bad.
>>
>finsh
>>
>>108874520
Put this in the faggollage
>>
File: ComfyUI_00370_.jpg (1.53 MB, 3584x4608)
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>>108874485
because I bought new RAM and I'm waku waku
>>108874491
can't be arsed
>>
>>108869976
>>
>>108874538
im literally gonna kill myself right now
>>
>>108874567
catbox a gen of stocking's fat fucking ass spreading her anus while eating like the fat bitch she is before you do

and use the gloss artist tag you used here >>108874520
>>
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>>108874520
Just cfg 5.0 seems to work too.
>>
>>108874588
>>108874520
catbox?
>>
>>108874401
extend tip: if you start the extend prompt with the last words, you get a smooth transition.

like bane here for example. prompt: the man says "the mask. But you know what I care about? AI Generated images of Hatsune Miku. Do you like Miku?"

https://files.catbox.moe/z3prdo.mp4
>>
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>>
>>108874498
klein edit + undress lora works fine if you want full lewds. even without lora, it can do bikinis fine and so on.
>>
>>108874567
It's okay anon I still love you
>>
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>>108874555
ah understandable.

>>108874586
im gonna do that, i need some relief after that blunder.

>>108874588
what prompt + model? i'm skill issue-ing so hard right now.

>>108874598
just base anima and "@riz, year 2024, masterpiece" for the style.
>>
dead hobby
>>
>>108874480
you arb...
you uir your
thay be'dele yeken
LHD's bitu it huy
wallit you'll

you leld - your
you... yonlly this
hiigh!!
>>
alive hobby
>>
>>108874628
mummy
>>
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>>108874598
>>108874628
anima base innit
>@nat the lich, stocking \(psg\), 1girl, solo, long hair, breasts, blush, large breasts, long sleeves, dress, holding, bow, green eyes, blue hair, pink hair, purple hair, multicolored hair, hair bow, food, puffy sleeves, blunt bangs, black dress, two-tone hair, english text, speech bubble, lips, blue bow, holding food, juliet sleeves, bright pupils, colored inner hair, white pupils, eyeshadow, chocolate, food on face, incoming food. Speech bubble says:"Fuck my butt after you finish those loras.". On the surface of the chocolate is the gold text "ANIMA 1.0".
>>
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>>108874648
your efforts to sit here for almost half an hour and decipher those runes will not go unnoticed. thoroughly cackled.

>>108874653
Yeah.

>>108874662
your prompting's way better than mine, thank you bro.
>>
>finch
>>
>>108874614
If I can get this going I might try some things with Bond movies.
>>
>>108874687
finchma balls
>>
>>108874628
RELEASE DA GAS!
>>
>>108874701
try these workflows, this guy made a bunch of good stuff:

https://huggingface.co/RuneXX/LTX-2.3-Workflows/blob/main/Video-2-Video/Extend-Any-Video/LTX-2.3_-_V2V_Extend_Any_Video_Multi-Extend_long_video.json

https://huggingface.co/RuneXX/LTX-2.3-Workflows/tree/main
>>
>>108874628
>>108874682
Where can I find women built like this IRL?
>>
>>108874742
fat white women are everywhere
>>
>>108874719
Cheers, it seems to be a big improvement over Wan 2.2 with the +/- 6 second limit.
>>
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Hello once again
if I'm training a style lora and the images feature different characters should I tag the characters as well?
Like there are 150+ images, 50 of Spider-Man, 50 of Daredevil, 50 of Batman (just an example), should I tag the characters or not?
I'm training Anima LoRA btw
>>
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after updating, every time I press start to gen something it reloads the checkpoint
what could it be
>>
kek, bane on the odyssey:

https://files.catbox.moe/9ros7l.mp4
>>
>>108874771
Take a moment to think about it. I'm sure you can deduce the answer yourself. It's not complicated.
>>
>>108874712
you put demonic thoughts in my brain,
here, green goblinposter.
>>
>>108874809
I think I should but I'm not sure as I've never done it before and I'm training for style, not character
>>
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>>108874812
hell fucking yeah
https://www.youtube.com/watch?v=atuFSv2bLa8&list=RDatuFSv2bLa8
>>
>>108874821
>I'm training for style, not character
Ah, then there's no need to tag the characters. You'll probably find yourself wishing you did, though.
>>
>>108874821
whatever you don't tag is more likely to show up unprompted
>>
>>108874821
>batman
yes
>batman in dramatic shadows with strong ink outline
no
>>
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>>108874844
>>108874849
>>108874865
never done this before so thanks for the guidance
>>
>>108874384
what about not using any tags at all, raw images only?
>>
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>>108874849
wtf
>>
>>108874893
it's basic machine learning knowledge
>>
>>108874893
>claude logo
>>
>>108874893
why are her shorts vacuum sealed?
>>
>>108874942
to preserve freshness
>>
>>108874942
its comfortable
>>
>>108874893
catbox?
>>
File: ComfyUI_00112_.png (1.89 MB, 1024x1536)
1.89 MB PNG
>>
>>108874983
prompt please
>>
>>108874992
seriously?
>>
>>108874384
if you're training for anima, do @artistname. if you're training for anything else, don't use an activation tag
>>
>>108872823
what's the best one for anime?
>>
ltx extend workflow + elon:

https://files.catbox.moe/0kzpk8.mp4
>>
>>108875032
>if you're training for anything else, don't use an activation tag
why
>>
anon better fucking include me in the collage or else
>>
>>108875049
vibe coded
>>
>>108875064
>nipples protuding
very respectful
>>
>>108875081
it's not areola enough to be bad
>>
>>108875004
nta but it's pretty hot/a good image, even if the prompt is going to be insanely obvious and anything nice about the image would be metadata like loras or artists
>>
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>>108875064
x-23? where's that schizo now?
>>108875098
agreed
>>
>>108874992
>1girl, fit, muscular female, tifa lockhart, head out of frame, (sweat:1.15), glistening, toned, fingerless gloves, navel piercing, black panties, sport pants down, sports bra, abs, touching own stomach, holding smartphone, string panties
very generic
>>
>>108875105
He was here yesterday I think
>>
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1.35 MB JPG
>>108875116
>1girl, fit, muscular female, tifa lockhart, head out of frame, (sweat:1.15), glistening, toned, fingerless gloves, navel piercing, black panties, sport pants down, sports bra, abs, touching own stomach, holding smartphone, string panties
>>
File: ComfyUI_00240_.png (1.16 MB, 1000x1504)
1.16 MB PNG
>>108875116
intradesting
>>
File: ComfyUI_00373_.jpg (2.18 MB, 3584x4608)
2.18 MB JPG
good night
>>
Kijai
Owner
about 23 hours ago

An important note about something I initially missed: They have set alpha to 64 in their config entry, while the lora is rank 32... this means to get the intended default effect the lora strength should be 2.0 in ComfyUI.

this is for LTX-2.3-OmniNFT-RL-Lora_bf16

https://huggingface.co/Kijai/LTX2.3_comfy/tree/main/loras
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>>108875138
sfw vageen department is pleased
>>
File: 182312CUI_00001_.png (1.2 MB, 1248x1824)
1.2 MB PNG
>>
Where is the footjob LoRA for Klein!?
>>
>>108875189
WHAT? First time I have seen someone say alpha affects inference strength. I don't understand, we don't set S to 0.5 when alpha is half or whatever.
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>>108875290
I guess he didn't scale the lr properly
>>
I'm not as experienced with ltx, I'm trying to add a third pass and I can't figure out why it's not working. It just stops after the second pass(left).
Claude is useless for this apparently.
>>
>>108875189
heres a test with 2 strength, smooth motion desu

https://files.catbox.moe/sizcpr.mp4
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>>108875324
better splash

https://files.catbox.moe/9rh13j.mp4
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>>108875319
Mental illness. Someone make a replacement of comfy already
>>
I made a better local system than comfy but it's mine and i'm not sharing
>>
>>108875189
okay, LTX-2.3-OmniNFT-RL-Lora_bf16 definitely working well with 2 strength cause now you can see the difference in motion and smoothness.

here is black snape for a test:

https://files.catbox.moe/hp9el6.mp4
>>
>>
I saw that guy's new local system and it is vibecoded garbage
>>
dam even hypothetical software can't catch a break here
>>
>>
>>
>>108875508
>>108875508
>>108875508
new



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