Comfyui lora strength reddit. It gives a lot more flexibility.

Comfyui lora strength reddit 18K subscribers in the comfyui community. I use it in the 2nd step of my workflow where I create the realistic image with the control net inputs. But what do I do with the model? The positive has a Lora loader. Share Sort by: Using only the trigger word in the prompt, you cannot control Lora. It takes about 2 hours to generate a 768,768 model, although I do need to turn on gradient checkpointing otherwise, I receive CUDA OOM errors - Lora strength_model 0. Also, I'm not sure of sd_xl_offset_example-lora_1. using the same ratios/weights,etc. Before clicking the Queue Prompt, be sure that the LoRA in the LoRA Stack is Switched ON and you have selected your desired LoRA. 2 cfg, epicrealism) Does anyone have a way of getting LORA trigger words in comfyui? I was using civitAI helper on A1111 and don't know if there's anything similar for getting that information. So just add 5/6/however many max I cannot find settings that work well for SDXL with LCM Lora. I'll make things more "official" this week-end, I'll ask for them to be integrated in ComfyUI Manager list and I'll start a github page including all my work. Doing in comfyui or any other other SD UI dont matter for me, only that its done locally. 0 (I should probably have put the clip_strength to 0 but I did not) sampler: Euler scheduler: Normal steps: 16 My favorite recipe was with the Restart KSampler though, at 64 steps, but it From chatgpt: Guide to Enhancing Illustration Details with Noise and Texture in StableDiffusion (Based on 御月望未's Tutorial) Overview. 4x KSampler - ELI5: 21K subscribers in the comfyui community. My proposition inside THE LAB is this: Write the MultiArea prompts as if you would use all the LoRAs at the same time. If you have a Pikachu LoRA and a Agumon LoRA for example, write the trigger words in the relevant cases. Since I've 'got' you here and we're on the subject, I'd like your take on a small matter: I attached 2 images only inpainting and using the same lora, the white haired one is when i used a1111, the other is using comfyui (searge) . Please share your tips, tricks, lora strength = +5 /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, As usually animateDiff has trouble keeping consistency, i tried making my first Lora. You could convert the model strength to an input rather than a value set on the node, then wire up a single shared float input to each lora's model strength. This extension is fantastic. 1) using a Lineart model at strength 0. Best. Done. If anyone has tried swapping faces for these kind of stickers please let me know. Atleast for me it was like that, but i can't say for you since we don't have the workflow you use 89 votes, 24 comments. If I have a chain of Loras and I want to disable one, is it fine to just set it's strength to 0 or do I have to delete the node? 97 votes, 17 comments. There are many regional conditioning solutions available, but as soon as you try to add LoRA data to the conditioning channels, the LoRA data seems to overrun the whole generation. A lot of people are just discovering this technology, and want to show off what they created. Never set Shuffle, Normal BAE to high or it is like an inpainting. This article Is there a node that lets me decide the strength schedule for a lora? Or can I simply turn a Lora off by putting it in the negative prompts? I have a node called "Lora Scheduler" that lets you Eventually add some more parameter for the clip strength like lora:full_lora_name:X. Take a Lora of person A and a Lora of Person B, place them into the same photo (SD1. - At the latest in the second step the golden CFG must be used. I load the models fine and connect the proper nodes, and they work, but I'm not sure how to use them properly to mimic other webuis behavior. 5 for converting an anime image of a character into a photograph of the same character while preserving the features? I am struggling hell just telling me some good controlnet strength and image denoising values would already help a lot! TIL that you can check lora metadata (you can set the activation prompts, strength, and even the training parameters) Tutorial | Guide Share Add a Comment As with lots of things in ComfyUI there are multiple ways to do this. Their ease of use with ComfyUI adds to their appeal. This is because the model's patch for Lora is applied regardless of the presence of the trigger word. 5><lora:number2:1> <lora:number3:1> <lora:number4:1> (notice lora 1 at strength 1. The high res "fix" just assumes you're too lazy to do that and runs it on every image, which wastes time and resources considering you'd usually only pick only a few out of a 34 votes, 26 comments. I want to test some basic lora weight comparisons, like in WebUI where you do XYZ plot. Heres’s mine: I use a couple of custom nodes -LoRA Stacker (from the Efficiency Nodes set) along feeding into CR Apply LoRA Stack node (from the Comfyroll set). Open comment sort options. Used the same as other lora loaders (chaining a bunch of nodes) but unlike the others it has an on/off switch. I'm still experimenting and figuring out a good workflow. Sort by: /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, decreasing the lora strength removing negative prompts decreasing/increasing steps messing with clip skip None of it worked and the outcome is always full of digital artifacts and is completely unusable. 6 it blurs 60% strength and denoises it over the number of steps given. To prevent the application of Lora that is not used in the prompt, you need to directly connect the /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. Both character and environment. Let say with Realistic Vision 5, if I don't use the Custom node: LoRA Caption in ComfyUI : comfyui (reddit. Welcome to the unofficial ComfyUI subreddit. Please share your tips, tricks, and Welcome to the unofficial ComfyUI subreddit. example :- Share Add a Comment. Performing block weight analysis can significantly impact how your LoRA functions. New comments cannot be posted. What is the difference between strength_model and Artists, designers, and enthusiasts will find LoRA models highly compelling due to their ability to offer a wide range of opportunities for creative expression. However, I've tried playing around with the Denoising strength, and while my Hell-Spawn are replaced with beautiful faces, the original look of my LORA's are altered. The image comes out looking dappled and fuzzy, not nearly as good as ddim for example. Is there an efficient way of affecting its strength depending on the prompt? For example, if "night" is in the prompt I want the strength of the LoRA to be low. My only complaint with the Lora training node is that it doesn't have an output for the newly created Lora. Graffiti Poster Comic Style" Lora (not by me, downloaded from civitAI). Thanks - pretty similar. It then applies ControlNet (1. while at 60% it uses much of the original This is something I have been chasing for a while. I love the chaos it creates. 5. Feed the model and clip from your checkpoint loader into a lora loader and then take the model and clip from there to the rest of the workflow. I found I can send the clip to negative text encode . (I always thought the order of Loras is irrelevant). Need help with Lora and faceswap workflow . Also, if this is new and exciting to you, feel free to /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, how to set and use lora strength? Locked post. I'm new to ComfyUI and using stable diffusion in general. 75, which is used for a new txt2img generation of the same prompt at a standard 512 x 640 pixel size, using CFG of 5 and 25 steps with uni_pc_bh2 sampler, but this time adding the character LoRA for the woman featured (which I trained myself), and here I switch to Wyvern v8 decreasing the lora strength removing negative prompts decreasing/increasing steps messing with clip skip None of it worked and the outcome is always full of digital artifacts and is completely unusable. Its as if anything this lora is included in gets corrupted, regardless of strength? Tested a bunch of others of that author, now also in comfyui, and they all produce the same image, no matter the strength, too. As you can see, it's not simply scaling strength, the concept can change as you increase the smooth step. 5 Steps: 4 Scheduler: LCM Specifically changing the motion_scale or lora_strength values during the video to make the video move in time with the music. 0 to 1. g. Its as if anything this lora is included in gets corrupted, regardless of strength? Welcome to the unofficial ComfyUI subreddit. More info: /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, LORAs work for me in ComfyUI and that's how I connect them I had to set the strength and clip strength to 2-3 but it Using only the trigger word in the prompt, you cannot control Lora. how to do character interraction in ComfyUI ? like comples scene with Multiple Loras, interracting with one another. And also, value the generations with the same LoRA strength from 1 to 5 according to how well the concept is represented. if I want to add a LoRa to this, where would the CLIP connect to? Right now, /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, As usually animateDiff has trouble keeping consistency, i tried making my first Lora. In In simple terms, it's how much of the LoRA is applied to the Clip Model. Is a 12GB GPU sufficient to render with bf16? I have not tried that. I was going to make a post regarding your tutorial ComfyUI Fundamentals - Masking - Inpainting. 5 8 steps CFG LoRA strength: 1. To test, render once with 1024x1024 at strength 0. Try changing that or use a lora stacker that can allow lora/clip weight. Please keep posted images SFW. 20K subscribers in the comfyui community. 5 you can easily prompt a background and other things. 0 works very well. 0 Scheduler settings: CFG Scale: 1. Please share your tips, Hello, I want to know if the order of wich the lora are connected matter or is it just the strength of the lora that matter? also, where should i put I'm trying ComfyUI for SDXL, but not sure how to use loras in this UI. When you have a Lora that accepts float strength values between -1 and 1, how can you randomize this for every generation? There is the randomized primitive INT and there are Lora usage is confusing in ComfyUI. Share Sort by: Welcome to the unofficial ComfyUI subreddit. Normally, as I understand it, LORAs that need lower strength mean they're overtrained, but it's happening across the board, so that to me means that there's something else there, since it shouldn't be overtrained equally at 10 epochs and 60 epochs. And a few Lora’s require a positive weight in the negative text encode. com) I made them and posted them last week ^^. X or something. If we've got LoRA loader nodes with actual sliders to set the strength value, I've not come across them yet. 2 change in weight, so I can compare them and choose the best one, I use Efficiency Nodes for ComfyUI Version 2. Anyone have a workflow to do the following. 5 Version here with Photon Model @ 512X512 Res at 4 Steps Sampler Euler a CFG Scale 1. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. That way I can hit queue and then come back later with a bunch of examples If you run a ksampler at 0. As a proof that it works, I would like to share my own custom nodes, created following my own guide ^^. Assuming both Lora's have trigger words, the easiest thing to try is to use the BREAK keyword to separate character descriptions, with each sub prompt containing a different trigger word(it doesn't matter where in the prompt the Loras are called though). I'll make things more "official" this week-end, I'll ask for them to be integrated in ComfyUI Manager list and I'll start a github page I see a lot of tutorials demonstrating LoRa usage with Automatic111 but not many for comfyUI. + when adding loras u should use lora loader /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, A LoRA affects the model output, not the conditioning, so MultiArea doesn’t help here. So my though is that you set the batch count to 3 for example and then you use a node that changes the weight for the lora on each bath. /r/StableDiffusion is back open after the protest of /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. Styles are simply a technique which helps an artist to create consistantly good images that they and others will enjoy. Is the lora in the lora folded for comfyui? No matter what strength the lora was set to, the image stayed the same. Once you've found the perfect strength, all sliders I tested added a bit of quality beyond their specific target (hand, hair,. Belittling their efforts will get you banned. You signed out in another tab or window. There's something I don't get about inpainting in ComfyUI: Why do the inpainting models behave so differently than in A1111. Also I usually use the Lora block weight node. Idk if it is done like this but what I would do is generate few, let's say 6 images with the same prompt and LoRA /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. 7 strength. 5 -> SDXL in one /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, I'd still highly recommend just making 512x512 images then upscaling the ones you like tbh. It'd be nice to have the Lora output into an actual workflow. 23K subscribers in the comfyui community. 5 based and you are using it with an SDXL 1. The output from the latter is a model with all the LoRAs included, which can then route into your KSampler Now I want to use a video game character lora. Now to find out how to go from SD1. Just beefed up the Power Prompt and added lora selection support. I do use a batch size of 6 and render a X/Y plot with LORA strength against model variations. Hello! I been playing around with comfyui for months now and reached a level where I wanna make my own loras. Is there a better alternative? I'm getting better with using ComfyUI but I still have much to learn. So if you have different LORAs applied to the base model, each pipeline will have a different model configuration. I agree, everyone should give it a try! I was trying to use LoRAs that were really strong, or would set the tone of a picture but then completely overdo it by the end - like introduce a concept the model didn't have, but by the end give it an overbaked or oversaturated look, or start leaking the training data like specific faces into the generations. I use fp16. Hi all, /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and What I mean is, all of them did better when put at 0. But I can’t seem to figure out how to pass all that to a ksampler for model. 0 and the impact My advice as a long time art generalist in both physical and digital mediums with the added skills of working in 3d modelling and animation. Comfy does the same just denoting it negative (I think it's referring to the Python idea that uses negative values in array indices to denote last elements), let's say ComfyUI is more programmer friendly; then 1(a111)=-1(ComfyUI) and so on (I mean the clip skip values and no LoRA has no concept of precedence (where it appears in the prompt order makes no difference), so the standard ComfyUI workflow of not injecting them into prompts at all actually makes sense. What am I doing wrong? I played around a lot with lora strength, but the result always seems to have lot of artifacts. this prompt was 'woman, blonde hair, leather jacket, blue jeans, white t-shirt'. . Works well, but stretches my RAM to the absolute limit. Open r/comfyui. Please share your tips, tricks, and workflows for using this software to create your AI art. Showing the LoRA stack connected to other nodes. To facilitate the listing, you could start to type You signed in with another tab or window. When I use this LORA it always messes up my image. 000 and ControlNet strength 0. r/comfyui. I was using it successfully for SD1. 0 to +1. It was a bit trickier to capture the keys to make fast manipulation done but, like with other phrases, you can ctrl+up/down arrow to change the strength of the loras (just like embedding). 0+for stacked Lora so making the change in the weight of the lora can make huge different in image but with stacked Lora it becomes time-consuming Is there a way to train Lora with ComfyUI ? Share Sort by: Best. Has anyone gotten a good simple ComfyUI workflow for 1. most artists develop a particular style over the course of thier life time, these styles often change based off the medium they "Truly Reborn" | Version 3 of Searge SDXL for ComfyUI | Overhauled user interface | All features integrated in ONE single workflow | Multiple prompting styles from "simple" for a quick start to the unpredictable and surprising "overlay" mode | text-2-image, image-2 Updated comfyui and it's dependencies Works perfectly at first, /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, I just made this app to organize all your Loras Adding the LoRA stack node in ComfyUI Adding the LoRA stack node in ComfyUI. Share Sort by: Best. 000 means it is disabled and will be bypassed. For me, the main advantages include preserving composition, character pose, The leftmost column is only the lora, Down: Increased lora strength. This guide, inspired by 御月望未's tutorial, explores a technique for significantly enhancing the detail and color in The leftmost column is only the lora, Down: Increased lora strength. But where do I begin, anyone know any good tutorials for a lora training beginner. Also how to organize them when eventually end up filling the folders with SDXL LORAs since I cant see thumbnails or metadata. - If you set all ControlNet strength to 0. 5 and I created a TensorRT SD Unet Model for a batch of 16 @ 512X Welcome to the unofficial ComfyUI subreddit. And above all, BE NICE. The negative has a Lora loader. Multiple characters from separate LoRAs interacting with each other. X:X. Then you just need to set it to 0 in one place if you want to disable them. But if you place them at the very end of the noodles, right before it goes into the sampler, it works again like a charm. So to use them in ComfyUI, load them like you would any other LoRA and change the strength to somewhere between 0. Ksampler takes only one model. Reload to refresh your session. 5 not XL) I know you can do this by generating an image of 2 people using 1 lora (it will make the same person twice) and then inpainting the face with a different lora and use openpose / regional prompter. 0 / 1. Even though it's a slight annoyance having to wire them up, especially more than one - that does come with some UI validation and cleaner prompts. But I've seen it enhance features with some loras. I wanted to see how fast I could push this new LCM lora. I have tried sending the float output values from scheduler nodes into the input values for motion_scale or lora_strength but I get errors when I run the workflow. Hello u/Ferniclestix, great tutorials, I've watched most of them, really helpful to learn the comfyui basics. LoRA: Hyper SD 1. So, I thought of possible explanations: Until then, I've light a candle to the gods of Copy & Paste and created the Lora vs Lora plot in a workflow. The image below is the workflow with LoRA Stack added and connected to the other nodes. Custom node: LoRA Caption in ComfyUI . The LORA modifies the base model. For now you can download them from the link at the top of the post in the link above. 0, again at 1. If you have a set model + Lora stack you want to save and reuse, you can use the Save Checkpoint node at the output of the model+lora stack merge to reuse it as a base model in the future. 0. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt sexy,<lora:number1:1. 0, and some may support values outside that range. The Clip model is part of what you (if you want to) feed into the LoRA loader and will also have, in simple terms, trained So it seems we dont need to include text to activate loras in comfyui if i look at teh official example. Hair is a different color / style etc. The CLIPLoader node in ComfyUI can be used to load CLIP model weights like these CLIP L ones that can be used on SD1. I can see how to choose a random value between 0 and 1 for each numeric parameter, but how to randomly select from a list for all 4 loras? Ideally, I'd also like there to 49 votes, 21 comments. You switched accounts on another tab or window. Im quite new to ComfyUI. 5 with the following settings: LCM lora strength 1. On a1111 the positive "clip skip" value is indicated, going to stop the clip before the last layer of the clip. IF there is anything you would like me to cover for a comfyUI tutorial let me know. ). Hey guys! Yesterday I posted a tutorial about creating a custom node. I was using the SD 1. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, It's so fast! | LCM Lora + Controlnet Openpose + Animatediff (12 steps, 1. Top. It gives a lot more flexibility. For a slightly better UX, try a node called CR Load LoRA from Comfyroll Custom Nodes. You signed in with another tab or window. So, I thought of possible explanations: Custom node: LoRA Caption in ComfyUI : comfyui (reddit. Currently just going on civitAI and looking up the pages manually, but hoping there's an easier way. Right: Increased smooth step strength No lora applied, scaled down 50%. I'm starting to believe, it isn't on my end and the loras are just completely broken, but if anyone else could test them, that would be awesome. The process was: Create a 4000 * 4000 grid with pose positions (from open pose or Maximo etc), then use img2img in comfyUI with your prompt, e. lora, xy plot and so on. Please share your tips, tricks, and Model + Lora 100% Model + Lora 75% Model + Lora 50% And then tweak around as necessary PS: Also works for controlnet with ConditioningAverage node, especially considering high strength controlnet in low resolution will look jagged sometimes in higher res output so lowering the effect in the hiresfix steps can mitigate the issue. 5) and of course i get similar results while generating as i did the previous Welcome to the unofficial ComfyUI This is the issue - Your LoRA is SD1. In Comfy UI, you don't need to use the trigger word (especially if it's only one for the entire LoRA), mess with the strength_model setting in the LoRA loader instead. I'm not sure how this is better but I will try it out. /r/StableDiffusion is I attached 2 images only inpainting and using the same lora, the white haired one is when i used a1111, the other is using comfyui (searge) . I'd like up to 4 loras to be randomly selected and their strengths to be randomly selected too. I want to automate the weight adjustment of the Lora weight, I would like to generate multiple images for every 0. Is chaining Loras really that bad? I just make sure to lower the strength and I get good results. The difference between the two is that at 100% it is using a tiny miniscule fraction of the original noise or image. New /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. (i don't need the plot just individual images so i can compare myself). It takes about 2 hours to generate a 768,768 model, although I do need to turn on gradient checkpointing otherwise, I receive CUDA OOM errors Welcome to the unofficial ComfyUI subreddit. 0 checkpoint using out-of-range dimensions. Some may work from -1. What am I missing? I'm not sure what Steps are. (different model and Lora) -> Img -> Upscale -> FaceDetailer -> Upscale -> Final Image. But it's not really predictable how it's changing. When you use Lora stacker, Lora weight & Clip weight of the Lora are the same, when you load a lora in the lora loader, you can use 2 differents values. rqjyje rfb wag xito njglnz gwbz dir dlptks iwf lcvs