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Previous /sdg/ thread : >>100140236

>Beginner UI local install
Fooocus: https://github.com/lllyasviel/fooocus
EasyDiffusion: https://easydiffusion.github.io

>Local install
Automatic1111: https://github.com/automatic1111/stable-diffusion-webui
ComfyUI (Node-based): https://rentry.org/comfyui
AMD GPU: https://rentry.org/sdg-link#amd-gpu
Intel GPU: https://rentry.org/sdg-link#intel-gpu

>Use a VAE if your images look washed out
https://rentry.org/sdvae

>Auto1111 forks
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge
Anapnoe UX: https://github.com/anapnoe/stable-diffusion-webui-ux
Vladmandic: https://github.com/vladmandic/automatic

>Run cloud hosted instance
https://rentry.org/sdg-link#run-cloud-hosted-instance

>Try online without registration
txt2img: https://www.mage.space
img2img: https://huggingface.co/spaces/huggingface/diffuse-the-rest
Inpainting: https://huggingface.co/spaces/fffiloni/stable-diffusion-inpainting
pixart: https://huggingface.co/spaces/PixArt-alpha/PixArt-Sigma

>Models, LoRAs & embeddings
https://civitai.com
https://huggingface.co
https://rentry.org/embeddings

>Animation
https://rentry.org/AnimAnon
https://rentry.org/AnimAnon-AnimDiff
https://rentry.org/AnimAnon-Deforum

>SDXL info & download
https://rentry.org/sdg-link#sdxl

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

>View and submit GPU performance data
https://docs.getgrist.com/3mjouqRSdkBY/sdperformance
https://vladmandic.github.io/sd-extension-system-info/pages/benchmark.html

>Share image prompt info
4chan removes prompt info from images, share them with the following guide/site...
https://rentry.org/hdgcb
https://catbox.moe

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/trash/sdg

Official: discord.gg/stablediffusion
>>
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>mfw Resource news

04/23/2024

>Invoke v4.2.0a2 Adds Regional Control
https://github.com/invoke-ai/InvokeAI/releases/tag/v4.2.0a2

>AnyPattern: Towards In-context Image Copy Detection
https://anypattern.github.io/

>SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities
https://github.com/mti-lab/SVGEditBench

>DMesh: A Differentiable Representation for General Meshes
https://sonsang.github.io/dmesh-project/

>PDM-Pure: Effective Purification in One Simple Python Script
https://github.com/xavihart/PDM-Pure

>IDM-VTON : Improving Diffusion Models for Authentic Virtual Try-on in the Wild
https://idm-vton.github.io/

04/22/2024

>MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
https://github.com/bytedance/MoMA/tree/main

>LLaMa3 Stable-diffusion prompt maker
https://ollama.com/impactframes/llama3_ifai_sd_prompt_mkr_q4km

>PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation
https://physdreamer.github.io/

>Training-Free Painterly Image Harmonization Using Diffusion Model
https://github.com/BlueDyee/TF-GPH

>TV100: A TV Series Dataset that Pre-Trained CLIP Has Not Seen
https://tv-100.github.io/

>Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
https://hyper-sd.github.io/

04/21/2024

>FlashFace Inference Code Released
https://github.com/ali-vilab/FlashFace

>ComfyUI MagickWand: Proper implementation of ImageMagick
https://github.com/Fannovel16/ComfyUI-MagickWand

>Moving Object Segmentation: All You Need Is SAM (and Flow)
https://www.robots.ox.ac.uk/~vgg/research/flowsam/

>Image Effect Scheduler Node Set for ComfyUI
https://github.com/hannahunter88/anodes/

>ComfyUI-Tripo: Generate 3D models using the Tripo API
https://github.com/VAST-AI-Research/ComfyUI-Tripo

>Conditional Prototype Rectification Prompt Learning
https://arxiv.org/abs/2404.09872

04/20/2024

>Basic Stable Diffusion API GUI
https://github.com/ThioJoe/BasicStabilityAPI-GUI/
>>
>mfw Research news

04/23/2024

>GeoDiffuser: Geometry-Based Image Editing with Diffusion Models
https://ivl.cs.brown.edu/research/geodiffuser.html

>TAVGBench: Benchmarking Text to Audible-Video Generation
https://arxiv.org/abs/2404.14381

>Graphic Design with Large Multimodal Model
https://arxiv.org/abs/2404.14368

>MultiBooth: Towards Generating All Your Concepts in an Image from Text
https://multibooth.github.io/

>Infusion: Preventing Customized Text-to-Image Diffusion from Overfitting
https://arxiv.org/abs/2404.14007

>Zero-Shot Character Identification and Speaker Prediction in Comics via Iterative Multimodal Fusion
https://arxiv.org/abs/2404.13993

>RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance
https://arxiv.org/abs/2404.13984

>Gorgeous: Create Your Desired Character Facial Makeup from Any Ideas
https://arxiv.org/abs/2404.13944

>MaterialSeg3D: Segmenting Dense Materials from 2D Priors for 3D Assets
https://arxiv.org/abs/2404.13923

>Accelerating Image Generation with Sub-path Linear Approximation Model
https://arxiv.org/abs/2404.13903

>Regional Style and Color Transfer
https://arxiv.org/abs/2404.13880

>Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation
https://arxiv.org/abs/2404.13798

>Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control
https://arxiv.org/abs/2404.13766

>ArtNeRF: A Stylized Neural Field for 3D-Aware Cartoonized Face Synthesis
https://arxiv.org/abs/2404.13711

>Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models
https://cs-people.bu.edu/vpetsiuk/arc/#

>PoseAnimate: Zero-shot high fidelity pose controllable character animation
https://arxiv.org/abs/2404.13680

>Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning
https://arxiv.org/abs/2404.13584

>LTOS: Layout-controllable Text-Object Synthesis via Adaptive Cross-attention Fusions
https://arxiv.org/abs/2404.13579
>>
>mfw MORE Research news

>Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribution Gap
https://arxiv.org/abs/2404.13573

>LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation
https://arxiv.org/abs/2404.13558

>Motion-aware Latent Diffusion Models for Video Frame Interpolation
https://arxiv.org/abs/2404.13534

>FilterPrompt: Guiding Image Transfer in Diffusion Models
https://arxiv.org/abs/2404.13263

>PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition
https://arxiv.org/abs/2404.13299

>Generating Daylight-driven Architectural Design via Diffusion Models
https://arxiv.org/abs/2404.13353

>AdvLoRA: Adversarial Low-Rank Adaptation of Vision-Language Models
https://arxiv.org/abs/2404.13425

>Mixture of LoRA Experts
https://arxiv.org/abs/2404.13628

>GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal
https://w-ted.github.io/publications/gscream/

>Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
https://arxiv.org/abs/2404.13686

>Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images
https://arxiv.org/abs/2404.13784

>PGAHum: Prior-Guided Geometry and Appearance Learning for High-Fidelity Animatable Human Reconstruction
https://arxiv.org/abs/2404.13862

>Mechanistic Interpretability for AI Safety -- A Review
https://arxiv.org/abs/2404.14082

>Towards Better Adversarial Purification via Adversarial Denoising Diffusion Training
https://arxiv.org/abs/2404.14309

>GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting
https://arxiv.org/abs/2404.14037

>Plug-and-Play Algorithm Convergence Analysis From The Standpoint of Stochastic Differential Equation
https://arxiv.org/abs/2404.13866

>Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback
https://arxiv.org/abs/2404.14233
>>
>>100146563
>>
i need to take remedial math classes to understand these papers
>>
thread challenge:
post a pic of the latent space you used decoded!
>>
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REAL THREAD CHALLENGE:

Don't be a retarded avatarfag.
>>
>>
>Seething
>>
>>100146698
most are probably fake research anyway
>>
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>>100146719

>>100146679
i dont use detailers or anything on most of my images desu
>>
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Hi guys, I haven't been messing around with SD since at least August of last year. Has there been a major breakthrough? What model should I use for realistic image gen with auto1111. Thanks. <3
>>
>>100146698
Even a mere glance is more than what most are able to accomplish
>>
what do you want your ai girlfriend to look like ?
>>
>>100146844
model or lora?
>>
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>>100146854
Was XL out then? If not that was the big thing.
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>>100146879
realspice_v20
>>
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>>100146736
I don't see any avatarfags ITT
>>
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>>100146868
the img is great but the irises are uncanny
>>
>>100146886
Last model I used was epiCRealism
>>
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>>100146892
how 2 into detail like that?
>>
>>100146938
budget mint pussy lmao
>>
>>100146938
Git gud
>>
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>>100146938
try detail lora
>>
>>100146945
>>100146949
Imagine trying to copy mint pussy of all posters
>>
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>>100146974
Fr, copy someone who actually posts good stuff
>>
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nogens seething lmao
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Anyone keeping track of more stuff that increases image quality/reduces inference time like PAG, Align Your Steps, Hyper SD etc?
>>
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>>100147097
autoCFG reduces inference time but in my opinion can have a negative impact on quality
>>
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>>100147193
>>100147232
Nice
>>
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>>
2many 1gorl
>>
pixart-sigma is definitely weird with people, does it excel anywhere to justify the resource burden?
>>
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>>100147329
I don't think she would eat egg unless commander Ikari told her to.
>>
>>100147358
Can you change the hair/eye color
>>
>>100147278
>the route i took when i escaped from his shack
>>
>>100147097
I am writing my own API interface for this reason. I can't keep track of the tools, options, models, loras. I need code and there isn't a UI that does this. I am hoping to get to the point of unit tests for everything, but it is a long way off.
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>>100147374
You're probably right
>>
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>>100146610
>>PDM-Pure: Effective Purification in One Simple Python Script
>https://github.com/xavihart/PDM-Pure
artcels keep losing
>>
>>100147542
>I am writing my own API interface for this reason. I can't keep track of the tools, options, models, loras.
I don't understand what an API does for keeping tabs on tools
>>
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>>100147673
office cat lady
>>
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>>100147677
cute momiji
>>
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PAG lets you get away with some high denoise during high res fix
>>
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>>100147599
>deepfloyd
can local gen run this? I thought requirements were stupid high

>>100147619
The UIs push the info from the images into data. Image storage works really well when generate close to the same thing every time. If you don't want to concentrate on one image for 2 weeks at time I feel you need to have more information up front.

I can't be going back and forth from the UI to test using x/y/z. I have been moving between A1111 and Forge because they have different updates and tools. The gap in the APIs made a large step as of today (or maybe a few days ago, I don't update like I should). By standardizing how I call the API I can start running tests better and more logically. I have talked about this before, but I have a (kinda) front end that will pull from civit and generate a image card for the lora and change its behavior on how I classify the lora. Works 90% of the time now.

With that in place I have been running some more complete tests with sigma (experiment of the week) in hopes to get some sane settings. I was tired of change 8 things at once, getting confused and giving up.
>>
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>>100147683
yeah

>>100147677
very cute!

>>100147783
>can local gen run this? I thought requirements were stupid high
high VRAM requirement yeah so it didn't do too well
>>
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>>100147730
Interesting - what is PAG?
>>
I hate coomers and indecent women so fucking much
>>
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>>100147826
https://github.com/pamparamm/sd-perturbed-attention
>>
>>100147819
Thanks!
And your cat lady being constantly pissed off makes her even cuter.
>>
>>
>>100147838
chud detected
>>
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>>100147838
I'm sorry you feel that way
>>
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>>100147841
>>
>>100147882
is this a new lora?
>>
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>a masterpiece impasto artwork depicting a beautiful swan floating in a serene pond full of plastic refuse and garbage, the swan looks very sad and spreads its filth-stained wings forlornly

pixart-sigma, for non-humans, hm maybe okay
>>
>>100147839
does this work on a1111 or just forge/comfy?
>>
>>100147916
I think there's a version for all of them, I'm not using A1111 atm tho just forge
>>
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>>100147897
it is actually! I baked it this morning. thanks for noticing senpai
>>
>>100147923
ok thnx
>>
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>>100147839
Is there a short version of what it does - does it just make hires fix better?
>>
>>100147942
No, it's not hires fix. It's a -on your end relatively mild- variant to make sampling do a slightly more expected thing. Arguably an improvement on current sampling but not even super clearly so.
>>
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>>100147932
Can she still :3 a lot?
>>
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>>100147965
So, just turn on, leave on default settings and get better images? No matter which sampler I have selected?

I'll try it out.
>>
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>>100148015
people keep saying its "free" but its really easy to make it go haywire. its very sensitive
>>
>>100148015
> leave on default settings and get better images
At 1.5-2, this seems fairly feasible. But the effect also isn't that extreme.

You'll see if it works for you. It's not like you're suddenly using cascade or pixart in terms of being able to fit in 1-2 more concepts, it generally just adheres a bit better to already feasible prompts.
>>
Is it faster to batch gen or do each gen one at a time?
>>
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>>100147780
Thanks, inspiring.
>>
>>100148066
Batch, to the limit of what fits into your VRAM.

One at a time may be more practical depending on what you do and/or depending on VRAM utilization (you wouldn't be the only person to do something else too while larger amounts of images gen)
>>
>>100147910
>a masterpiece impasto artwork depicting a beautiful swan floating in a serene pond full of plastic refuse and garbage, the swan looks very sad and spreads its filth-stained wings forlornly

This is from ella+base SD1.5 in comparison
>>
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>>100148001
there were so many dangerously lewd outputs my penis is crying a little. that model you are using looks fun
>>
>>100148120
I really like these breasts
>>
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>>
>>100148120
Is this also based off the artwork of a pro trans artist?
>>
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>>100148120
>dangerously lewd outputs my penis is crying a little
It's "worse" on my end - many lewder outputs are that I can't post here. Plug in the text gen from this and maybe bypass the top left character node with your own character and you approximately do what I do:
https://civitai.com/models/400395/wanking-setup-or-comfyui-workflow

Model is the figure model by Wangka (former Miaoka) that I had mentioned a few times, absolutely an excellent model:
https://civitai.com/models/400329/pvc-style-modelmovable-figure-model-pony
>>
Afternoon anons
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>>100148262
afternoon
>>
>>100148290
fak u carl
>>
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>>100148120
Basically, you could auto-lewd your smug cat with the textgen part of that setup.
>>
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I just downloaded SDUI and some LoRas. Do I need WD as well?
>>
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how do i make the character fit in the environment more, like, she looks pasted in...
>>
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>>100148152
I do too

>>100148220
no. sorry to devastate you

>>100148259
>>100148320
I do have a similar setup with wildcards and my nodes to do batches of random situations and art styles. it's good to share though so thanks!
>>
>>100148309
what?
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>>100148407
Perhaps your wilcard format is compatible, a bunch of these are a pretty good idea for pony derivatives.
>>
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>>100148038
>>100148064
I feel like the backgrounds are a lot more repetitive with it on.
But all in all, it's not worse... but different. Interesting.
>>
>>100148478
>her last selfie
>>
>>100148490
do a grid, same seed and a range of 1 to 6 with PAG slider.
>>
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>>100148510
I probably should. Do I need a scheduler plugin for that, or something? I currently use the default Forge settings for the most part.

The thing about the repetitive backgrounds is the most obvious change I'm noticing.
>>
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>>100148559
>I probably should. Do I need a scheduler plugin for that, or something? I currently use the default Forge settings for the most part.
I'm an auto + comfy user, not tried Forge yet so you'll have to ask this guy again >>100147839 :)

Having said that, doing 6 images manually with different pag values shouldn't take too long unless you're on Nvidia 9xx/1xxx card, or worse still... and AMD card.
>>
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>>100148407
I'm not disappointed because you're finally acting normal
>>
>>100148666
>finally acting normal
Lol
>>
>>100148713
Small steps anon
>>
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Love distorts clear thinking
>>
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>>100148655
succulent kitty milk. need it
>>
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>>100148789
the beauty of SD3
>>
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>>100148821
>>100148789
This can't be comfy, gens looks objectively worse than a month ago
>>
>>100148821
>>100148820
>beauty
>>
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Greetings, gentlemen
>>
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>>100148853
Hi
>>
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>>100148821
when are you back? I miss you

>>100148853
hello emma anon!
>>
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>>100148853
hello, nice to see you. whatcha cookin up today?
>>
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>>100148908
I came back yesterday.
>>
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How do I get a Pony model to generate a vampire with fangs and stuff?
>as a vampire, vampire (fangs:1.4), bloody mouth, night time
>>
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>>100148894
Hi there! What are you using for those colors?

>>100148908
Hello! So are you cooking a new LoRA every other week?

>>100148916
Yo. I'm trying to make cool and slightly evil witches today. I'm also looking for interesting words to spice up the background.
>>
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>>100148637
So it makes things more repetitive and will sometimes deep-fry the image but also, I guess, more consistent...?
>>
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>>100148929
I'm glad you had a safe trip. you should tell me about what happened later!

>>100149015
>So are you cooking a new LoRA every other week?
just when I have the itch I guess
>>
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>>
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>>100149063
Have you shared them somewhere? This style looks very cute. I've also missed anything you did in the past half year or so.
>>
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>>100148981
Ok it was face restoration that removed them fangs, but how do I get a proper face without codeformer altering it?
>>
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>>
Life could be dream
>>
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>>100146945
>>100146974
>>100147023
literally fucking what are you talking/crying about? actually don't even tell me..

It's literally just some random shit from an old dalle prompt, along with some extra stuff:

score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up, kiki delivery service, gothic fashion, 1990 anime screenshot, film grain, lo-fi, vibrant colors, petite girl standing on the rainy neon lit streets of hong kong, from behind, looking at viewer, looking back, sideboob, one arm covering breasts, lowleg panties, long twintails, neon green hair, <lora:BlueTheBone:0.3> <lora:BanashiPony:0.4>

>>100149063
>>100148929
you should actually die
>>
>>100149063
ohhhh you mean you don't actually have a job in the anime industry anymore that would require your professional loras
wooow, what a shame huh
>>
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>>100149153
You do know blue the bone is built in right?
>>
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>>100149093
cool image
>>
>>100149153
relax
>>
>>100149190
You raise a good question, I think Ani got let go when they realized he had no idea how to actually make loras which has been proven by this general
>>
>>100149196
yes, and?
>>
I'm so based.
>>
>>100149233
naisu
>>
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Is using PAG better when you don't have a background? Because it really makes those worse.
>>
>>100149252
what's a PAG
>>
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>>100149252
Setting it to
U-Net Block to input imo does the best job
>>
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>>100149153
rude
>>
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>>
>>100149093
>Have you shared them somewhere?
not really but I should just get them uploaded somewhere. civit is kind of cancer though so maybe huggingface, mega or pixeldrain. I kind of want to include the dataset as well
>>
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>>100149265
looks cool, what checkpoint is it?
>>
>>100149327
theif right here
>>
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>>100149205
Thanks. Cool image too!

>>100149291
Then I'll wait patiently.
>>
>>100149105
Anyone? How do I...?
>>
How do I connect my silly tavern to image gen? I got the extras tab, but it's not accepting my kobold cpp link.

It works when image genning at just koboldlocalhost
>>
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>>100146798
>>
>>100149355
have you tried face restoration and then after inpaint the teeth?
>>
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>>100149395
uhh thanks, I guess
>>
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>>100149401
GFPGAN doesn't destory the teeth too much but the mouth still looks awful. If I inpaint the teeth they again look like this mess
>>
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>>100149430
>her face when you toss her prostitute ass out in the rain after you give her a black eye for trying to steal your wallet and making fun of your teeny weeny
bad customer service, bad servicer treatment
>>
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>>100149493
LOL!!!!!
>>
>>100149402
>nu-dog general
inb4 Sesshoumaru
>>
>>100149441
worked for me kinda, takes some luck with seed though
>>
>>100149527
Did you use GFPGAN or Codeformer?
>>
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>>100149527
>beheads your vampire
>>
>>100149553
i didnt, i just inpainted it, using differential diffusion node, high steps and cfg, think you can also use ipadapter with some image of vampire teeth and would work more often
>>
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>>100149493
uhh, definitely
>>
>>100149603
>high steps and cfg
Maybe I try that, thanks for hint
>>
>>100149626
how i set up my workflow
>>
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>>100147164
nice, I like the lightning and the style, is this sd 1.5?
>>
>>100149657
I am using A1111 but I think I can translate that workflow somewhat
>>
>>100149728
cool, did you use regional prompting or something similar?
>>
>>100147973
kinda disturbing
>>
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>>100149752
nah. this prompt+model just likes to do multiple characters and somewhat dynamic scenes. its pretty hit or miss (picrel)
>>
>>100149787
cool composition tho, those hands could be fixed with inpaint or facedetailer
>>
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>>100146938
people jumping like sharks lol
>>
>>100147092
>>100146923
Asuka best girl but I can appreciate this
>>
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>>100149888
GOOD NIGHT
>>
>>100149938
Gn anon
>>
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>>100149327
Autism mix
>>
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>>100149938
hello
I'm sure you'll improve after watching a video
>>
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>>100149732 >>100149274 >>100149127
cute
>>
Next
>>100149954
>>100149954
>>100149954
>>
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>>100150065
Thanks!
>>
>>
>>100150059
ok, four talon faget
>>
>>100149742
https://files.catbox.moe/vkoenj.png
>>
>>100149902
thanks



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