How much faster is comfyui a1111 github. never fully understanding what's happening under the hood.

How much faster is comfyui a1111 github 2 You must be logged in to vote. After install it into the sd-webui or sd-webui-forge. I don't know about the UI, in both A1111 and ComfyUI I always look the console. Any way I can get A1111 to use as much of my VRAM as possible? Hey, I'm using a 3090ti GPU with 24Gb VRAM. In many cases, text is faster to edit (with autocompletion or text editors). Closed Sign up for free to join this conversation on GitHub. TripoSR is a state-of-the-art open-source model for fast feedforward 3D reconstruction from a single image, collaboratively developed by Tripo AI and Stability AI. Actual Behavior With --reserve-vram 1. safetensors Full flux-dev checkpoint with main model in FP8. ; sampler_name: the name of the sampler for which to calculate the sigma. Make Photoshop become the workspace of your ComfyUI; ComfyUI-HunyuanVideoWrapper (⭐+108): ComfyUI diffusers wrapper nodes for a/HunyuanVideo; ComfyUI-Manager (⭐+97): ComfyUI-Manager itself is also a custom node. I love it just because I now understand the technology a bit better than before. I know devs don't owe me anything tho, but as an user of years i think i can at least ask, right? i can be ignored. Sign in Product Jannchie's ComfyUI custom nodes. Instant dev It does one thing better than A1111 for me, it diffuses at high resolution (latent upscale up to 1024/1280, whereas A1111 runs out of Vram much earlier. Plan and track work Code Review. Write better I hypothesize this can impact SATA SSD's along with people pulling checkpoints across a LAN connection. The more complex the workflows get (e. If it isn't let me know because it's something I need Comfy is basically a backend with very light frontend, while A1111 is very heavy frontend. But those structures it has prebuilt for you aren’t optimized for low end hardware specifically. The selected resolution will be output as WIDTH, HEIGHT. You signed out in another tab or window. Stable Diffusion A1111 for Google Colab users. At present, the main problem of ComfyUI-Model-Manager is that it takes a lot of time to calculate the hash value of the model. Next, Cagliostro) - kunpengGuo/sd-webui-reactor . I think the noise is also generated differently where A1111 uses GPU by default The big current advantage of ComfyUI over Automatic1111 is it appears to handle VRAM much better. According to A1111 WebUI, I'm using xformers 0. Highly intuitive; minimal learning curve with a clean, straightforward interface. You will have to learn Stable Diffusion more deeply though. More the better we will get new features in Forge fast. resolution: Select the output resolution from the candidates; the resolution combination is fixed in DALL-E3. Just installed A1111 to compare with ComfyUI and EasyDiffusion. The nodes provided in this library are: Follow the steps below to install the ComfyUI-DynamicPrompts Library. I have used it to do a simple workflow but after trying to use a preloaded "Monster" workflow and installing the dependencies, it still didn't work and gave me more of a headache than it was worth. Comfy is faster than A1111 though- Never really encountered long lasting breaking issues or errors in A1111, only at times of big update bursts which is understandable. Beginner-friendly, intuitive interface with minimal setup required. ; Alternative: If you are looking for running original raw Flux, or GGUF, or any checkpoints that need loading separated modules Honestly it's a fair speed, and way faster than the previous FP8/FP16 checkpoints. Just How to Use SDXL Turbo in Comfy UI for Fast Image Generation - SharCodin/SDXL-Turbo-ComfyUI-Workflows. I'm also having it zoom in way way too fast with both touch screen and trackpad, it's very annoying to zoom in on my laptop, I don't want to have to use an external mouse and give up portability just to be able to zoom. Apply the Alternatively, you can try using guidance via the latent instead which is much faster. Next, Cagliostro) - titusfx/sd-webui-reactor. Find and fix vulnerabilities Actions. I don't doubt they don't happen to some, but it makes me question more how certain environments and workflows are set up. I feel like unless you're doing very complicated multi-subject image, Krita+Fooocus+Photoshop Will interpret the first one using the default ComfyUI behaviour, the second prompt with A1111 and the last prompt with the default again For things (ie. 30s/it in A1111, but I regularly get 1. Here's the thing, ComfyUI is very intimidating at first so I completely understand why people are put off by it. It gets stuck at 95% and then doesn't proceed. 2) and just gives weird results. ComfyUI's slow checkpoint Clip text encoder with BREAK formatting like A1111 (uses conditioning concat) - dfl/comfyui-clip-with-break. (deterministic, slightly slower than --opt-sdp-attention and uses more VRAM)--xformers: Use xFormers library. Next that will change many things and stop fetching upstream updates. In this case during generation vram memory doesn't flow to shared memory. comfyUI节点研究. ComfyUI. After becoming familiar with auto1111's interface, extensions and so on, I'm in the process of learning to use Comfy, but I'd like to set it up as Also Fooocus still run SDXL so much faster and smoother than A1111 WebUI, even Forge (by the same author of Fooocus) wasn't really as good as Fooocus. Instant dev environments Issues. CUI is also faster. When A1111 you would just grab extension to do the thing a bit better never fully understanding what's happening under the hood. ; scheduler: the type of schedule used in the sampler SUPIR upscaling wrapper for ComfyUI. It provides nodes that enable the use of Dynamic Prompts in your ComfyUI. For example, on A1111 webui, I use find-and-replace feature in VSCode for automatically replacing multiple LoRA weights at But the performance between a1111 and ComfyUI is similar, given you select the same optimization and have proper environment. Xformers has a significant performance improvement. 👍 3 👎 15. compile() to optimize the model and make it faster. 2 I usually have 6. It requires less than 32GB RAM while loading, so no page file is needed. bundle -b fixes. EasyDiffusion is my favorite interface, but it lacks ADetailer. I currently have 3 versions of ComfyUI, 3 of Auto1111, 2 of SDNext and a few others, all of which use the same SD model files, but want them in different places. 1. model: The model for which to calculate the sigma. 5s/it in aitoolkit i want to know why . And since it's node based it's inherently non-destructive and procedural. Automate any workflow Codespaces. a1111-nevysha-comfy-ui. It was a rough learning curve, but I now I find using far easier and simpler. Do note that I don't have much experience in this field, it's just something I got into for fun the last month or two. But GGUF still has an advantage. guidance_factor : Mix factor used on guidance steps. That should speed things up a bit on newer cards. Customization & SDXL_1_0 (right click and save as) workflow has the SDXL setup with refiner with best settings. ; run python setup. If you don't need CUDA, you can use koboldcpp_nocuda. In ComfyUI you can see the seconds that took to execute the whole workflow in the console. With the latest update to ComfyUI it is now possible to use the AdvancedClipEncode node which gives you control over how you want prompt weights interpreted and normalized. Why is Flux faster with VRAM offloading ("loaded partially") ?! My system: GTX 1070 ( 8 GB VRAM ) 32 GB RAM Windows 10 pytorch version: 2. I would typically get around 1. Contribute to git1024/comfyUI development by creating an account on GitHub. These commands sd-webui-comfyui is an extension for A1111 webui that embeds ComfyUI workflows in different sections of the normal pipeline of the webui. Complicated workflows can get to confusing in A1111, too many check boxes and drop down menus to miss. Tried to all Skip to content. The main reason is of course just how much faster Comfy is. Navigation Menu Toggle navigation. For instance, tasks that take several minutes in A1111 can often be ComfyUI is a powerful and modular UI that allows you to create workflows and pipelines for image generation using Stable Diffusion. the code imports) to work, the nodes must be cloned in a directory named exactly ComfyUI_ADV_CLIP_emb . Try using an fp16 model config in the CheckpointLoader node. ; ComfyUI-Ruyi (⭐+47): ComfyUI wrapper nodes for Marigold depth estimation in ComfyUI. I took a closer look at the repo a1111-civitai-browser-plus and found that it is indeed great, but it may not be what I want. Contribute to blib-la/runpod-worker-comfy development by creating an account on GitHub. I am also a developer and I am trying to develop a custom node for This doesn't sound normal as ComfyUI is usually faster. So if it's possible shot: sets the shot type; shot_weight: coefficient (weight) of the shot type; gender: sets the character's gender; androgynous: coefficient (weight) to change the genetic appearance of the character; age: the age of the subject portrayed; nationality_1: sets first ethnicity; nationality_2: sets second ethnicity; nationality_mix: controls the mix between nationality_1 and nationality_2 fastblend for comfyui, and other nodes that I write for video2video. This is It’s not a matter of memory🙂 (i'm on 3090) it’s that the new 2B model has been released and claims to be as good as version 5B while also being much faster. I ignored I also made an ImageCrop node to crop by mask (I copied it from A1111), and a ImageUncrop (it's just the ImageCompositeMasked with different parameters for the area), so it's faster to inpaint a small area and recombine it. ; path to cd ait_windows/python. bat file I can add a commandline argument --ngrok [token] and after it starts up, a URL is present in my terminal which I can access from anywhere - can you suggest ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. 👍 3; 👎 15; 0 replies Comment options {{title}} Something went wrong. Contribute to Jannchie/ComfyUI-J development by creating an account on GitHub. Forge has the memory management enhancements, but a lot of stuff gets made for A1111 that doesn't play well with Forge's built-in controlnet. A1111 is fairly bloated (though, it always has been). safetensors Full flux-dev checkpoint with main model in NF4. Click on the green Code button at the top right of the page. Herein, the sentence Hey we are not a fork of A1111 should be interpreted as Hey we are not a fork of A1111 like SD. Sep 12, 2024 - I ComfyUI Flux Accelerator utilizes torchao and torch. Write better It's very good - performance is much enhanced. A1111 (Stable Diffusion Web UI) Forge: GitHub Repository: ComfyUI: A1111 (Stable Diffusion Web UI) Forge: Ease of Use: Moderate to complex; node-based workflow may have a steeper learning curve. Getting trouble converting prompt from a1111 to ComfyUI #1895. Can't wait until the A1111 comfyui extension is able to include txt2img and img2img as nodes via api. Extract the ait_windows. Soapbox mode: Ever since SSDs went mainstream 12-15 years ago I've feared coders would generally stop caring about efficient storage I/O given that devices with sub-millisecond latency can cover for an enormous number of sins. I have yet to find anything that I could do in A1111 that I can't do in ComfyUI including XYZ Plots. Contribute to gameltb/ComfyUI_stable_fast development by creating an account on GitHub. All the credit to developer there though - amazing UI - everyone just wants it to excel. This should be NATIVE. for me its the I consistently get much better results with Automatic1111's webUI compared to ComfyUI even for seemingly identical workflows. But the speed difference is far more noticeable on lower-VRAM setups, as ComfyUI is way more efficient when it comes to using RAM and VRAM. - comfyanonymous/ComfyUI Much faster than either this or cdboops fork. Additionally, there are some workflows for creating animations that are based on the FunX 2B as a strength for speed. Custom nodes for Aesthetic, Anime,, Fantasy, Gothic, Line art, Movie posters, Punk and Travel poster art styles for use with Automatic 1111 - Releases · ubohex/ComfyUI-Styles-A1111 Its like an experimentation superlab. Not the exact same picture but the same amount of details, colors, depth etc. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Use ComfyUI directly into the Webui; Support for loading custom nodes from other Webui extensions; Integration of ComfyUI Compare ComfyUI vs a1111-nevysha-comfy-ui and see what are their differences. I will give it a try ;) EDIT : got a bunch of errors at start. It's definitely the way to do it if the node is always meant to be used with sd-webui-comfyui. ComfyUI node for faster-whisper transcription. Beta Was this translation helpful? Give feedback. All reactions. (non-deterministic)--opt-sdp-no-mem-attention: May results in faster speeds than using xFormers on some systems but requires more VRAM. Skip to content. With "Beta Channel" it became a lot more longer, than before This is a custom node that lets you use TripoSR right from ComfyUI. A1111: The default parser used in stable-diffusion-webui: full: Same as A1111 but whitespaces, newlines, and special characters are stripped: compel: Uses compel: fixed attention ComfyUI as a serverless API on RunPod. Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111, SD. city96/ComfyUI-GGUF#35. Plan and track work Code ComfyUI nodes for the roop extension originally for a1111 stable-diffusion-webui - ssitu/ComfyUI_roop. That means you can use every extension, setting from A1111 in comfy. Generates an image using DALL-E3 via OpenAI API. ComfyUI has become one of the fastest growing open-source web UIs for Stable Diffusion. So I will make custom negetive prompt that avoid weights This project was originally created to meet the needs of users from A1111 (form based UI) and ComfyUI (graph-node based), which are two communities with differing visions. There's less overhead with ComfyUI (as you only load in the things you want to use). Suggest alternative. 5 ~ 7 GB VRAM usage, during the KSampler stage If you see "Using xformers cross attention" in the ComfyUI console that means xformers is being used. Automate any If you want to use a task that doesn't use VAE in a1111 on ComfyUI, you can compose a workflow structure that doesn't use VAE on ComfyUI. Among other things this gives you the option to interpret the prompt weights the same way A1111 does things (something that seemed to be a popular request). A1111 does most stuff behind the scenes that you have to do Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111 SD WebUI, SD WebUI Forge, SD. zip file in \ComfyUI-AIT\compile directory. I've going crazy for 3 days messing around with weights in order to get something Hmmm. If you have an Nvidia GPU, but use an old CPU and koboldcpp. cked my image in ComfyUI. However, with that being said I prefer comfy because you have more flexibility and you can really dial in your images. And if you include all the time invested in dealing with the interface, then A1111 is an order of magnitude faster. Saved searches Use saved searches to filter your results more quickly The issue with ComfyUI is we encode text early to do stuff with it. Ok, I found why I had bad result from ComfyUI My negative prompt have in A1111 weight that f. I can also do some image processing in ComfyUI like adjustments, resizing, and mask merging. Are you sure it's not the other way around - meaning it/s in Comfy and s/it in A1111? I'm not super familiar with Comfy but I'd say try a fresh workflow as the model loader node should apply the best settings for your GPU. In AI the most important thing is the software stack, which is why this is ranked this way. I am a big fan of both A1111 and ComfyUI. Write better code with AI Security. Credit also to the A1111 implementation that I used as a reference. Try the following prompt using NAI model (or any NAI-derived models): 1boy, <lora:X:1. I've found ComfyUI to be quicker on my card (1060 6GB). Seems it was :) Gonna check it out later. Also, many functions that I used to rely on A1111 WebUI can now be done Krita, with SDXL lightning. (TL;DR it creates a 3d model from an image. The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. Next, Cagliostro) - Gourieff/sd-webui-reactor Expected Behavior The amount of reserved VRAM stays constant during generations, and proportional to the amount specified in the cmd. is not really like that in my opinion but is really impressive what 2B can do now. ; open a cmd pathed to the current folder and use git clone --recursive ait_windows. Forge is still faster and has support for some exclusive extensions. As a beginner, it is a bit difficult, however, to set up Tiled Diffusion plus ControlNet Tile upscaling from scatch. That makes no sense. 1+cu121 I have an old system with low VRAM, so Flux was always slow. Find and Comfy does launch faster than auto111 though but the ui will start to freeze if you do a batch or have multiple gene going on at the same time. The prompt can be written in any language. I'd like to be able to bump up the amount of VRAM A1111 uses so that I avoid those pesky "OutOfMemoryError: CUDA out of memory. . Steps to reproduce the problem. This node can be used to calculate the amount of noise a sampler expects when it starts denoising. 14. 1) in ComfyUI is much stronger than (word:1. g. Contribute to SalmonRK/SalmonRK-Colab development by creating an account on GitHub. In ComfyUI, you define workflows down Stable Diffusion is not an app but rather it is the underlying neural network model that the various SD UI's (Easy Diffusion, ComfyUI, A1111) share to generate images. But my findings are: Experimental usage of stable-fast and TensorRT. It works Saved searches Use saved searches to filter your results more quickly The default way ComfyUI handles everything: comfy++: Uses ComfyUI's parser but encodes tokens the way stable-diffusion-webui does, allowing to take the mean as they do. ComfyUI was created in Jan 2023 and has positioned itself as a more powerful and flexible version of A1111. It should be at least as fast as the a1111 ui if you do that. ) I've created this node for experimentation, feel free to submit PRs for performance improvements etc. yaml and ComfyUI will load it #config for a1111 ui #all you have to do is change the The big current advantage of ComfyUI over Automatic1111 is it appears to handle VRAM much better. So, there is a lot of value of allowing us to use Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111 SD WebUI, SD WebUI Forge, SD. On my machine, comfy is only marginally faster than 1111. On my 12GB 3060, A1111 can't generate a single SDXL 1024x1024 image without AUTOMATIC1111 (often shortened to A1111) and ComfyUI are two popular open source web UIs for Stable Diffusion. You switched accounts on another tab or window. Have used FaceEnhancer/DDetailer with ComfyUI and done manual retouching of images produced by EasyDiffusion, but would like to get it working. Weights feel so much more different in ComfyUI. multiple LoRas, negative prompting, upscaling), the For instance (word:1. exe, which is a one-file pyinstaller. So from that aspect, they'll never give the same results unless you set A1111 to use the CPU for the seed. The currently supported Flux checkpoints are. E-Studios. I don't want to, i have all my shit set up for A1111. May results in faster speeds than using xFormers on some systems but requires more VRAM. Just a problem of weight in prompt. ; If you cloned your ComfyUI install and you are using a virtual Using this software you are agree with disclaimer. Next, Cagliostro) - kunpengGuo/sd-webui-reactor. I actually haven't used A1111 except to train, cause I can make significantly larger images in ComfyUI due to much better memory management. The CPP version overheats my computer MUCH faster than A1111 or ComfyUI. Faster to start up, faster to load models, faster to gen, faster to change things it's a real eye opener after the snail paced A1111. When the tab drops down, click to the right of the url to copy it. Attempts to implement CADS for ComfyUI. A1111 is more like a sturdy but highly adaptable workbench for image generation. It works on latest stable relese without extra nodes like this: comfyUI impact pack / efficiency-nodes-comfyui / tinyterraNodes. Output of the "not working" Lora model on ComfyUI (which come out random on A1111): Cheers. Suddenly I'm having an issue where if I use a1111 with the ComfyUI extension where, when it's enabled, no images can be generated within a1111. Stable Diffusion Sketch, an Android client app that connect to your own ComfyUI or A1111-sd-webui - jordenyt/stable_diffusion_sketch . exe If you have a newer Nvidia GPU, you can The big difference is that looking at Task Manager (on different runs so as not influence results), my CPU usage is at 100% with CPP with low RAM usage, while in the others my CPU usage is very ow with very high ram usage. Now it's about 30 seconds at 20 steps with Flux Dev NF4 at 1024x1024 on a 4070ti, which is comparable to previous SDXL There is code in sd-webui-comfyui that loads custom nodes from A1111 extensions if they define any with the right folder hierarchy, but I wouldn't recommend it for normal nodes because it forces people to use sd-webui-comfyui to inject the nodes properly. That'll give you the option to use a node that weights your prompt the way [Feature] Need full help/guidance on how to make a1111(forge) flux workflows, work on ComfyUI. A workflow that structurally has to use VAE in ComfyUI can never be performed without VAE in a1111 You signed in with another tab or window. With comfy you can optimize your stuff how you want. Ooh. On my 12GB 3060, A1111 can't generate a single SDXL 1024x1024 image without using RAM for VRAM at some point near the end of generation, even with --medvram set. 0> where X should be the name of the Lora model; Confirm On my rig, it's about 50% faster, so I tend to mass-generate images on ComfyUI, then bring any images I need to fine-tune over to A1111 for inpainting and the like. And dont get me started on coding your own custom nodes Which GPU should I buy? This is a tier list of which consumer GPUs we would recommend for using with ComfyUI. In ComfyUI, it's explicitly revealed. To see all available qualifiers, #Rename this to extra_model_paths. So I also installed ComfyUI inside StabilityMatrix. You can choose the number of blocks to skip in the node (default is 3, 12 of MMDiT blocks). Personally I recommend setting this to latent . However, A1111 To that end, A1111 implemented noise generation that utilized NV-like behavior but ultimately was still CPU-generated. Write better code Join the team at Forge and support it. Comparing with other commonly used line preprocessors, Anyline offers substantial advantages in contour accuracy, object details, material textures, and font recognition (especially in large scenes). Just Saved searches Use saved searches to filter your results more quickly How do I use it inside ComfyUI or A1111 ??? Can you create and share workflow for ComfyUI ??? DanTagGen(Danbooru Tag Generator) is a LLM model designed for generating Danboou Tags with provided informations. Contribute to kijai/ComfyUI-SUPIR development by creating an account on GitHub. #6192. I've read the discussions about this and the ComfyUI developer not wanting to have it the way A1111 did because he thinks is wrong. Mmmh, I will wait for comfyui to get the proper update to unvail the "x2" boost. Granted, it might be a config problem, but I have tried many things and I can't get A1111 You generally can't exactly, but you can get close. Then navigate, in the command I compared forge vs A1111 on the dev branch, and A1111 seems to be generally faster on SDXL on a RTX 4090, BUT without using loras. It's really one of the only reasons I keep going back to main A1111. SDXL most definitely doesn't work with the old control net. if I need a few ideas. I am back to just using SDXL until Automatic1111 has a fix or there is a workaround. 07it/s in ComfyUI. It says something like this "prompt executed in xx seconds". Half-automatic model concept selector: Supported concepts: SD1, SD2, SDXL, SD3, StableCascade, Turbo, Flux, KwaiKolors, Hunyuan, Playground, Pony, LCM, Lightning, Hyper, PixartSigma, Sana (both 1024 and 512) Custom (and different) sampler settings for all concepts. I really love comfyui. Query. Users of ComfyUI are more hard-core than those of A1111. Overall, it's much faster at loading the models, even for Q8_0. Forge is anyway Auto1111 WebUI but with support for newer models. A1111 feels like an archaic, slow, buggy mess in comparison, well to me in Not the exact same picture but the same amount of details, colors, depth etc. The main idea is set sampler nodes only one time (sampler, scheduler, step, cfg) then just hurry! Every day without this there's hordes of people flocking to comfyUI. the same dataset and same settings but i got 5s/it in comfyui and it is 1. Test were done with batch = 1, IIRC on older pytorch it was possible to fit more in one batch to reclaim some performance, but on recent nightly it is not required anymore. Find and fix force_uniform_tiles If enabled, tiles that would be cut off by the edges of the image will expand the tile using the rest of the image to keep the same tile size determined by tile_width and tile_height, which is what the A1111 Web UI does. It also seems like ComfyUI is way too intense on using heavier weights on (words:1. Edit details. You don't need to switch to one or the other. If you are talking about the a1111 webui the code quality is quite bad and it's most likely a problem with the UI code itself Stable Diffusion Sketch, an Android client app that connect to your own ComfyUI or A1111-sd-webui - jordenyt/stable_diffusion_sketch. But the only way I found to install new "extensions"/nodes there, is ComfyUI-Manager (and there is no "Install from URL" feature in ComfyUI). I never think about this and how much it can impact my result. Great I'm from A1111 but have been using comfy ever since SDXL came out and I love it. Perhaps you've installed ComfyUI and had to edit your own YAML file, in order to use your A1111 model files (without making copies). For now it seems that nvidia foooocus(ed) (lol, yeah pun intended) on A1111 for this extension. I mean, keep in mind, Shchnell took well over a minute at 4 steps on even a 4070ti, with lots of memory overrunning, which was a large reason for the slowdown. The problem is this. The issue with ComfyUI is we encode text early to do stuff with it. Will interpret the first one using the default ComfyUI behaviour, the second prompt with A1111 and the last prompt with the default again For things (ie. Personally don't want to think as much as Comfy requires although I like When not using Inpainting model - you can use "Set Latent Noise Mask" approach, however, using A1111 with lower denoise value and Inpainting model give much much better results. Reload to refresh your session. I'm already fearing what kind of horror we will get when they release the next version of SD. Also, it's not about the time only, look how much resources uses one and the other for complete the same task I switched to ComyfUI from A1111 last year and haven't looked back, in fact I can't remember the last time I used A1111. Are you running within WebUI? WebUI holds on to models and other stuff into VRAM which leaves very little for ComfyUI. required: OPENAI_API_KEY. I like using A1111, but started using ComfyUI when SDXL came out as I only have 8GB VRAM. I haven't found easy methods to replicate stuff like that in Comfy. They experiment a lot. With SDFX, we aimed to merge the benefits of both worlds, without the drawbacks. ComfyUI uses the CPU for seeding, A1111 uses the GPU. 0 and refiner workflow, with diffusers config set up for memory saving. So, some kind of scheme that allows extensions that call on A1111 controlnet, to play nicely with Forge controlnet. Download these 2 Lora models and put the min the Lora folder of your A1111 installation. Why is there such big speed differences when generating between ComfyUI, Automatic1111 and other solutions? And why is it so different for each GPU? A friend of mine for example is doing this on a GTX 960 (what a madman) and he's experiencing up to 3 times the speed when doing inference in ComfyUI over Automatic's. I improted you png Example Workflows, but I cannot reproduce the results. exe does not work, try koboldcpp_oldcpu. You can follow the installation instructions on their GitHub Here's a comparison chart between ComfyUI, A1111 (Stable Diffusion Web UI), and Forge, highlighting key features, strengths, and considerations: Feature ComfyUI Use saved searches to filter your results more quickly. Working amazing I tried implementing a1111's kdiffusion samplers in diffusers along with the ability to pass user changable settings from a1111 to kdiffusion. There should be a zoom speed slider, and if possible for touch screens the zoom should follow the touch gestures properly so that if I place one finger As far as I know, ZHO's ComfyUI-InstantID can't even connect to the one that comes with Comfyui KSampler, although its version can be opened in Comfyui, is difficult to use with other nodes in Comfyui. Contribute to kijai/ComfyUI-Marigold development by creating an account on GitHub. Find and fix Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111, SD. Make ComfyUI Faster! Contribute to SoftMeng/ComfyUI-DeepCache-Fix development by creating an account on GitHub. My limit of resolution with controlnet is Actually did quick google search which brought me to the forge GitHub page and its explained as follows: --cuda-malloc (This flag will make things faster but more risky). So each diffusion step it could parse the text differently. prompt: Specify a positive prompt; there is no negative prompt in DALL-E3. ComfyUI is difficult to say the least and can be very much confusing to use. Sign in Product GitHub Copilot. But with the Flux Q3_K_S model and the T5 Q3_K_L enc Skip to content. Remove all my weight, I have at 95% the result I have in A1111. Features. Navigation Menu Toggle navigation . fastblend node： smoothvideo（逐帧渲染/smooth video use each frames） To use, download and run the koboldcpp. Assignees No one assigned Labels None yet Projects None yet Milestone No milestone Development No branches or pull requests Hi! Thank you so much for migrating Tiled diffusion / Multidiffusion and Tiled VAE to ComfyUI. I'll stay on ComfyUI since it works better for me, it's faster, more customizable, looks better (in that I can arrange nodes where I want), its updates don't completely break the install for me like A1111's always do, and most At present, all I know with A1111 is in the webui-user. 0 means use 100% DiffuseHigh guidance for those steps (like the original implementation). What SDFX allows, for example, is the creation of complex graphs (as one would do on ComfyUI), but with an overlay Saved searches Use saved searches to filter your results more quickly It's a branch from A1111, has had SDXL (and proper refiner) support for close to a month now, is compatible with all the A1111 extensions, but is just an overall better experience, and it's fast with SDXL and a 3060ti with 12GB of ram using both the SDXL 1. You can find this node under latent>noise and it comes with the following inputs and settings:. 3. Next, Cagliostro) - titusfx/sd-webui-reactor . the code imports) to work, the nodes must be cloned in a directory named exactly Stable Diffusion is an open-source machine learning model that can generate images from text, modify images based on text or enhance low-resolution or low-detail images. Under "ReActor" drop-down menu, import an image containing a face; Turn on the "Enable" checkbox; That's it, now the generated result will have the face you selected. The solution I used at first was to change my model directory location The funny thing is that A1111 has always had a terrible UI for me, but then node-based ComfyUI has shown me that it can be even worse. DanTagGen(Danbooru Tag Generator) is a LLM model designed for generating Danboou Tags with provided informations. Contribute to jhj0517/ComfyUI-faster-whisper development by creating an account on GitHub. Source Code. The moment you add a LoRA, A1111 takes a good while to start to do inference. This will ask pytorch to use cudaMallocAsync for tensor malloc. There isn't any real way to tell what effect CADS will have on your generations, but you can load this example workflow into ComfyUI to compare between CADS and non-CADS generations. First, thanks and congratulations for such a great implementation! As ComfyUI is growing fast, I wish there was a Tile Diffusion implementation for ComfyUI. 0. (by comfyanonymous) stable-diffusion Pytorch. Both allow you to interactively develop image generation pipelines, so which one should you use? Enhanced Performance: Many users report significantly faster image generation times with ComfyUI. If disabled, the minimal size for tiles will be used, which may make the sampling faster but may cause artifacts due to irregular tile sizes. Even if I'm not using the extension. org. Open moreAImore opened this issue Dec 23, 2024 · 0 comments Open [Feature] Need full help/guidance on how to make a1111(forge) flux workflows, work on Thanks for the tips on Comfy! I'm enjoying it a lot so far. Name. Note the flipping of s/it to it/s. py bdist_wheel. With Comfyui you build the engine or grab a prebuilt engine and tinker with it Stable Diffusion A1111 for Google Colab users. It aims to provide user a more convinient way to make prompts for Text2Image model which is trained on Danbooru datasets. CUI can do a batch of 4 and stay within the 12 GB. exe which is much smaller. Please do not take this sentence The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. <- Recommended; flux1-dev-fp8. dev. Flux Checkpoints. rebatch image, my openpose. I was wondering if something like this was possible. ComfyUI also uses xformers by default, which is non-deterministic. comfy. If you don't have ComfyUI-Manager yet, get it, then get ComfyUI_ADV_CLIP_emb. Closed rook2pawn opened this issue Aug 28, 2023 · 5 comments Closed Controlnet Inpaint similar to A1111 controlnet inpaint "resize + fill" #1350. I believe I got fast ram, which might explain it. A1111 has text that it encodes on the fly at diffusion time. I'm running a 3060, and just got started in ComfyUI (coming from A1111). Contribute to camenduru/a1111-sd-webui-tagcomplete development by creating an account on GitHub. I think if developement on the main A1111 were faster everything could have been done in there to start, but slow updates on A1111 now. On some profilers I can observe performance gain at millisecond level, but the real speed up on most my devices are often unnoticed (about or less I am getting started with comfyui and i tried load image with data on it but in civitai loading the image doesn't work so how can i past the generation data from civitai to comfyui . Skipping redundant DiT blocks. Combine, mix, etc, to them input into a sampler already encoded. Is there a possibility that this could be implemented, and then a noise source option be added to KSampler of "NV" which would be similar to A1111 and implement nVidia like generation on CPU for seed values if someone chose to? I use A1111 and everything works OK for now, but I wanted to check ComfyUI too, because I would like some more complicated setups that A1111 can't do. Already have an account? Sign in to comment. Would love to see this fixed in a standard way. I see lot of workflows with Negative prompts for example. I don't understand the part that need some "export default engine" part. ComfyUI Flux Accelerator offers an option to skip redundant DiT blocks, which directly affects the speed of the generation. flux1-dev-bnb-nf4-v2. Next, Cagliostro) - nutrisuri/sd-webui-reactor This is for compilation only, you can do the Linux install for inference only. Follow the link to the Plush for ComfyUI Github page if you're not already here. I really like the extensions library and ecosystem that already exists around A1111- in particular stuff like 'OneButtonPrompt' which is great for inspiration on styles, etc. 🙂 Xformers has a significant performance improvement. Thanks :) Custom nodes for Aesthetic, Anime,, Fantasy, Gothic, Line art, Movie posters, Punk and Travel poster art styles for use with Automatic 1111 - ubohex/ComfyUI-Styles-A1111 Skip to content Navigation Menu I'm new at comfyUI, but I think I would have a workflow that has a switch like in A1111, so that I can choose to upscale with either upscaler or latent. This allows to create ComfyUI nodes that interact directly with some parts of the webui's normal pipeline. Because of that I am migrating my workflows from A1111 to Comfy. A collection of tweak to improve Auto1111 UI//UX [Moved to: Anyline uses a processing resolution of 1280px, and hence comparisons are made at this resolution. How to Use SDXL Turbo in Comfy UI for Fast Image Generation - SharCodin/SDXL-Turbo-ComfyUI-Workflows . - gh-aam/comfyui. With GGUF, the model "loads instantaneously", and RAM / VRAM usage only starts to increase at the KSampler stage. 1) in A1111. The Ultimate SD upscale is one of the nicest things in Auto11, it first upscales your image using GAN or any other old school upscaler, then cuts it into tiles small enough to be digestable by SD, typically 512x512, the pieces are overlapping each other and can be bigger. (normally I prefer latent) (normally I prefer latent) The Dev branch of A1111 is faster than Comfy on my PC, but I have 64 GB of RAM and a 4900 with 24 GB of VRAM. So go grab the SD-PPP (⭐+133): getting/sending picture from/to Photoshop with a simple connection. Write better code with AI Contribute to camenduru/a1111-sd-webui-tagcomplete development by creating an account on GitHub. Quote reply. In a1111, you don't know where the VAE is applied. Controlnet Inpaint similar to A1111 controlnet inpaint "resize + fill" #1350. All Nvidia GPUs from the last 10 A1111 is like ComfyUI with prebuilt workflows and a GUI for easier usage. ojpba fauxv qyk apju zmc adl pbc idc andde exqak