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Thank you so much for this tutorial. Now I am learning how to use it. Well, I could have just download workflow and be done with it. But then I haven't learned anything other than knowing how to use it.

Thank you! It worked on 6/25/2024. I was very skeptical going into this.... LOL.. fun stuff!!!

how can I use my graphics card to get it going faster?

My hands aren't being detected it's iust a black preview. My image is a person with hands on hips

can you add steam to a cup of coffee and take a video or just a photo?

After using forge i gave it a shot, since i was kinda interested.. Its pretty neat. Using forge gave me the advantage to know what stuff means, but certainly an adjustment. Its was a great vid, easy to understand. Works great, thank you very much.

how to enable upscale?

Hands are finally fixed but what about the rest of the body in SD3. You did say you were head of quality assurance at Stable diffusion, are you all hiding under a table there?

Thank you for making this detailed tutorial. Coming from MaxMSP for music production, I was expecting myself to be somewhat comfi with comfy but needed a intro to wrap my head around the objects. You made it a breeze!

Amazing, love your work. I hope you make new videos.

"Bro said oiler lol.. its pronounced (you-ler)".. some idiot once said

is there a controlnet qrcode for sdxl ?

Awesome!

Love this! Have learnt a lot from this entire playlist, thanks!

I loved what was made here. I used: tentacles, feelers, beak, pincers, claws, furry, (human teeth:1.2), saliva, slime, fungus, infected, (dangerous:1.1), violently screaming, saliva flying, volumetric particles, anthropomorphic, (collection of colorful virus creatures:1.1), style of highly detailed macrocsopic photograph for my prompt and got some good looking creatures. I didn't have to remove the macroscopic in order to have the teeth. I use the DreamShaperXL v21 Turbo DPMSDE model because 1. its a turbo model and 2 I can do images up to 1024x1024 with it. I also use what the author recommended in the negative prompt, probably don't need too I just didn't change it since that is my default setting. I use the lcm-lora-sdxl for the added speed bust. This gives me a nice speed boost of 09 secs per sampling with NVIDIA GTX 1070 8GB of VRAM. Using the Efficiency Upscale Script takes 55secs for the last pass. My total workflow using the Ultimate upscale around 1050secs In total i get decent quality images at ~12 seconds an image. Upscaled images at ~2.5 minutes. which isn't bad.

Watching this playlist from the first video and I still can't figure out why 'CLIPTextEncodeSDXL' is used so selectively. Eg. They were not used in the ControlNet and the Upscaler videos, so my wild guess is that it is okay to ignore them (and use general CLIPTextEncode, even for the SDXL models) when you're doing anything img2img effectively leaving the prompts blank and redundant.

Tbh, I didn't get this video the first time I watched it. My first thought was: "The upscaler already says 'upscale by' and you can just plug in the number irrespective of the resolution of the input image. So why do these calculations?" And so I went and read more about the node, 'SDXL Resolution Calculator'. So for any beginner who comes later and gets confused, it "calculate and automatically set the recommended initial latent size for SDXL image generation and its Upscale Factor based on the desired Final Resolution output. According to SDXL paper references (Page 17), it's advised to avoid arbitrary resolutions and stick to those initial resolution, as SDXL was trained using those specific resolution. Basically, you are typing your desired target FINAL resolution, it will gives you: a) what resolution you should use according to SDXL suggestion as initial input resolution & b) how much upscale it needs to get that final resolution."

Q. Why don't we need the SDXL-specific CLIP text encoders (like used in the earlier videos) here?

I really wanted to get rid of that math node and had no intension of coming and looking for an alternative here! Haha

This is awesome, it even works on the SDXL turbo models taking my time from about a minute per sample to ~14secs.

I am getting import failed for Dirty undo redo and efficiency nodes anyone know why? I am following alone and I am getting the import failed.

Hey great tutorials. My favorite use for the XY plot is to test new models out. I use to do these manually. No prompt, 5 random seeds and the different recommended samplers. The second test I usually do is 5 random seeds with steps (especially with turbo and 1.5lcm, these usually recommend 4-8 or 2-10 you do not always get the same quality at 4 between the different models.) I have been enjoying them. I think one of the best quality of life nodes out there is the Anything Everywhere package especially the Everywhere? node this allows you to auto connect thing based on type with optional input name/title/or group wild cards. Of course I have it to only show the connects for the selected node, I love it because you don't have lines all over your graph and I do not have to connect an input to the common things every-time, the model, vae, positive and negative prompts (Prompts everywhere) The things that you typically use on every single node. You can also do right click and do group restrictions or color restriction (Like everything that uses the base model you set to blue and everything that uses the refiner you set to purple.) And once I have a workflow that works I use the Inspire packs Global Seed, control_before_generate and usually randomize for each node, this is very useful on workflows like you use for up-scaling, adding details, and things of that nature.

I used a different custom node called CrashH Utils. I used the Query Local LLM. The setup is similiar just it uses the local LLM I have runing on my local machine through LM Studio. I got response like [DEBUG]: a photo of a dark forest with twisted trees, their branches like skeletal fingers reaching up towards the full moon, a howling wolf visible in the distance. Please respond with one sentence and keep it to 40 terms or less starting with "a photo of" and use comas between terms. Do not break role-play by saying you are an AI language model. Just guess at the answer. Please go ahead! ### Wait for response... Your turn! (Note: I am not your AI, this is just a game to imagine creative images) You can describe any image you like, but try to follow the rules and keep it short, concise and descriptive.)assistant a photo of a foggy cemetery at dawn, crumbling headstones covered in moss, a lone raven perched on a mausoleum.assistant a photo of an abandoned amusement park at night, rickety rollercoasters lit by flickering neon lights, a creepy clown statue leaning against a rusty ticket booth.assistant a photo of a deserted beach at sunset, sand dunes stretching towards the horizon, a lone seagull soaring overhead, waves crashing against the shore.assistant a photo of an old mansion in the misty woods, overgrown gardens, broken statues, and a creaking wooden door slowly opening to reveal a dimly lit interior.assistant a photo of a cityscape at It of course only gave my a photo of the first thing. But I could disable the Query Node and pass just copy one of the other ones into a prompt box and pass that to the Sampler instead. Some of the ones for strangest at the flea market: a photo of an old, leather-bound book, bound in worn straps, adorned with strange symbols, lying open to a page filled with cryptic notes and diagrams, with a single, flickering candle casting an eerie light on the surrounding dusty shelves a photo of a vintage typewriter,covered in dust,with a small note attached,reading "for the curious mind only",and a faint scent of old books. a photo of a vintage, ornate key, hanging from a rusty hook, surrounded by cobweb-covered clock parts, with a faint glow emanating from the key's intricate engravings, and a worn, leather-bound journal lying nearby, adorned with cryptic notes and sketches. For scenarist: a photo of a old, dusty, cobweb-covered, antique medical device with rusty metal, worn leather straps, and a few mysterious dials, sitting on a rickety wooden table surrounded by piles of musty books and broken glass jars. a photo of eerie, flickering candles casting long shadows on a worn, stone wall adorned with ancient, rusty spikes and mysterious, arcane symbols etched into the surface. a photo of eerie, flickering candles casting long shadows on a worn, stone wall adorned with ancient, rusty spikes and mysterious, arcane symbols etched into the surface. a photo of a decrepit, wooden door with hinges creaking in the wind, covered in moss and vines, leading to a dark, foreboding hallway with cobweb-covered portraits hanging on walls lined with dusty, old books.

Very well explained ! thank you

Thank you so much ❤❤

i have bad tiling, what can i do?

Hi I'd love to get the IPA apply module but it doesnt show up in the search. Has it been depracated. and if so what can I use instead please. Thankyou...great video

Missing widget "ksampler efficient> preview_image " how can we add widget? I am using the latest update.

Please do a tutorial on doing it with controlnet tile. People say it's better but I have no idea why they never explain why it's better to combine them both.

Incredibly hard video to follow. I wish you just implemented it the correct way and explained it instead of jumping around and showing us how you messed up. Lost me about halfway through.

i like the interface of comfy, i just wish i could manipulate the splines

a couple of videos back i commented that you are like Bob Ross. Thank you for saying "happy tree"

I just downloaded Stability Matrix and ComfyUI, as well as a few models. I have no idea wtf any of the default nodes and things on the comfyui meant. This video has helped me soooo much! Thank you sir!

first off all, cool new approach learned here. But furter more, learned just some minor, but handy tricks. like SHIFT+Clone for keeping connections. Or that you can set the line direction on reroute nodes.

Just wait for SD3 it fixes all anatomy... oh wait...

Best explanation ever.

Good luck installing command line version of GIT. Of course, a command line version installer for Windows is off on some website I'm very wary about and the 'desktop' version is borderline useless. If I could get rid of CAD software I'm required to use, I'd put Linux back on...

Not sure what's changed, but when I add the upscaling it does the exact opposite and halves the image size.

Great video, thank you !

I was hoping for bag it kept generating box, from the negetive prompt

i was getting a really odd error where comfyui would show 'pause' on the terminal whenever it wanted to load something to the refiner part. if this is happening to you, enable page file and set it to a decent value. for some reason (idk why), the thing just breaks if you don't use pagefile on windows.

Dumb question but you know how you make the clip text encode and just change the name to Negative? How does comfy know it's negative prompts?

AWESOME video. Quick question. where do you get the depth files for the load control module. Newbie here

Thanks for the tip about ARC Tencent. It's great for version three faces, except for one caveat: it makes everyone's eyes brown, no matter the color in the image. This is a flaw I can't deal with unfortunately, even as nice as it makes the faces. EDIT: it also shrinks the lip size of African American models. So apparently this tool is solely Asian based. How very sad.

I have an important question. Why does an empty positive prompt does not the same as a conditionigzeroout ???

hi! beginners question. So if I run a software like ComfyUI locally, does that mean that all AI art, music, works that I generate will be free to use for commercial purposes?or am I violating terms of copyright? I am searching more info about this but I get confused, thanks in advance