Best comfyui checkpoints

Commas are just extra tokens. Left—->Right 1)WildcardxXL_v4Rundifffuison 2)thinkdiffusionxl_v10 3)rmsdxlHybridTurboXL_scorpius 4)altxl_v60 5)realvisxlV40 Welcome to the unofficial ComfyUI subreddit. A node system is a way of designing and executing complex stable diffusion pipelines using a visual flowchart. You can Load these images in ComfyUI to get the full workflow. ckpt_name. ComfyUI Txt2Video with Stable Video Diffusion. Since I wanted it to be independent of any specific file saver node, I created discrete nodes and convert the filename_prefix of the saver to an input. Consider using the 2-step model for much better quality. Download our ComfyUI LoRA workflow. on my system with a 2070S(8gb vram), ryzen 3600, 32gb 3200mhz ram the base generation for a single image took 28 seconds to generate and then took and additional 2 minutes and 32 seconds to refine. This doesn't happen every time, sometimes if I queue different models one after another 2nd model takes a longer time. send the whole pack to upscale. on Linux: 8+ GB VRAM NVIDIA gpu and AMD gpu. Please share your tips, tricks, and workflows for using this software to create your AI art. 坊舌 LoRA. Simply download this file and extract it with 7-Zip. Patreon Installer: https://www. Some tips: Use the config file to set custom model paths if needed. Fully supports SD1. For the merged mix, we decided to do 60% vodka, 20% Realisticvision, and 20% Revanimated. You must use them with a checkpoint model. Checkpoints capture the exact value of all parameters ( tf. The text box in the node is for setting the prefix of the image name. e3aee2f 4 months ago. outputs¶ MODEL. Sometimes, even just saying something like "beautiful woman" will lead the model to assume the woman is nude. com for now, perhaps the best workaround is to organize your checkpoints by renaming them; add some specific tags or prefixes that can help you track them easier. Jun 5, 2024 · Extract the zip files and put the . As for me the best is pixelwaveturboExcellent_03. Upscaling ComfyUI workflow. Introduction. generate with model A 512x512 -> upscale -> regenerate with model A higher res. Giving 'NoneType' object has no attribute 'copy' errors. after copy the checkpoint Follow the ComfyUI manual installation instructions for Windows and Linux. Launch ComfyUI by running python main. safetensors and sdxl. Feb 1, 2024 · 12. SDXL Default ComfyUI workflow. It says by default masterpiece best quality girl, how does CLIP interprets best quality as 1 concept rather than 2? That's not really how it works. Dec 25, 2023 · How to create consistent character with Stable Diffusion in ComfyUI. Merging 2 Images together. Img2Img ComfyUI workflow. Techniques for utilizing prompts to guide output precision. Create animations with AnimateDiff. Jan 28, 2024 · In ComfyUI the foundation of creating images relies on initiating a checkpoint that includes elements; the U Net model, the CLIP or text encoder and the Variational Auto Encoder (VAE). 5GB) and sd3_medium_incl_clips_t5xxlfp8. At the time of release (October 2022), it was a massive improvement over other anime models. People are most familiar with LLaVA but there's also Obsidian or BakLLaVA or ShareGPT4 As I have learned a lot with this project, I have now separated the single node to multiple nodes that make more sense to use in ComfyUI, and makes it clearer how SUPIR works. safetensors. pixeldojo. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. Can load ckpt, safetensors and diffusers models/checkpoints. Create Consistent, Editable AI Characters & Backgrounds for your Projects! (ComfyUI Tutorial) May 12, 2024 · Install the missing nodes and restart ComfyUI. When I'm switching Checkpoints, generation time goes from 1. Best SDXL Model: Juggernaut XL. Install the packages for IPEX using the instructions provided in the Installation page for your platform. For example: 896x1152 or 1536x640 are good resolutions. Example: revAnimated_v122EOL. 蚓叛浪勘离. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions with the same amount of pixels but a different aspect ratio. The difference between both these checkpoints is that the first contains only 2 text encoders: CLIP-L and CLIP-G while the other one contains 3 /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. In ComfyUI the saved checkpoints contain the full workflow used to generate them so they can be loaded in the UI just like images to get the full workflow that was used to create them. i'm finding the refining is hit or miss especially for NSFW stuff. inputs¶ ckpt_name. Variable objects) used by a model. Step 3: Download models. The extracted folder will be called ComfyUI_windows_portable. with AUTOMATIC1111 (SD-WebUI-AnimateDiff) [ Guide ][ Github ]: this is an extension that lets you use ComfyUI with AUTOMATIC1111, the most popular WebUI. Impact Pack 摧也抛 ComfyUI 串和尉怠半。. (You need to create the last folder. Best Realistic Model: Realistic Vision. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. 2024-06-13 11:45:00. Mar 19, 2024 · You must use them with a checkpoint model. g. " tokens in the beginning. And above all, BE NICE. Load Checkpoint¶ The Load Checkpoint node can be used to load a diffusion model, diffusion models are used to denoise latents. ComfyUI Manager – 惨 GUI 沽昏能散卦性爵俘。. 0 Checkpoint Models. ControlNet Workflow. Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. py --force-fp16. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. Since the release of SDXL 1. Nov 9, 2023 · We will create one mix using merged models and one with trained-only models for each. and so on. Rename this file to extra_model_paths. SD interprets the whole prompt as 1 concept and the closer tokens are together the more they will influence each other. There seems to to be way more SDXL variants and although many if not all seem to work with A1111 most do not work with comfyui. The emphasis is placed on the model steps, file structure, and the latest updates optimized for ComfyUI. Here's a list of example workflows in the official ComfyUI repo. Oct 5, 2023 · Ay yje end of the video the 6 checkpoints that render the most realistic photo are shown in one view. sdxl. Mar 1, 2024 · In this video we will understand what is a checkpoint. How to use Hyper-SDXL in AUTOMATIC1111. Should have index 49408 but has index 49406 in saved vocabulary. These are examples demonstrating how to use Loras. How to key word tag the Images for Lora an Mar 19, 2024 · How to use SDXL lightning with SUPIR, comparisons of various upscaling techniques, vRam management considerations, how to preview its tiling, and even how to ComfyUI is a powerful and modular Stable Diffusion GUI with a graph/nodes interface. LoRA models are small patch files to checkpoint models for modifying styles. 5 VAE as it’ll mess up the output. Please keep posted images SFW. The default flow that's loaded is a good starting place to get familiar with. Step 4: Run the workflow. Add a Load Checkpoint Node. Nov 17, 2023 · How to boost up the first run up to 800% especially with hard drives. It starts on the left-hand side with the checkpoint loader, moves to the text prompt (positive and negative), onto the size of the empty latent image, then hits the Ksampler, vae decode and into the save image node. Adding the Load LoRA node in ComfyUI. Adds this by right-clicking on canvas then. yaml and edit it with your favorite text editor. using the settings i got from the thread on the main SD sub. Embeddings/Textual inversion. Starting with a checkpoint—a snapshot of the trained Model incorporating UNet, CLIP, and VAE—is crucial. safetensors 5GByte takes 4 minutes to load the checkpoint compared to 30 sec. (opens in a new tab) , liblib. 1-Step. Clicking this button allows you to download the generated image. The name of the model. If you want to use Stable Video Diffusion in ComfyUI, you should check out this txt2video workflow that lets you create a video from text. First Steps With Comfy. Restart the ComfyUI in ThinkDiffusion. CLIP: Prompt Interpretation Welcome to the unofficial ComfyUI subreddit. Download the SVD XT model. This is still a wrapper, though the whole thing has deviated from the original with much wider hardware support, more efficient model loading, far less memory usage and Features. Note that the regular load checkpoint node is able to guess the appropriate config in most of the cases. Introducing Recommended SDXL 1. It'll load a basic SDXL workflow that includes a bunch of notes explaining Aug 11, 2023 · Aug 11, 2023. Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. com/posts/one-click-for-ui-97567214🎨 Generative AI Art Playground: https://www. Prepare your own base model. How to use different checkpoints and where to get them?Different checkpoint can give you more fine tun Jan 8, 2024 · Upon launching ComfyUI on RunDiffusion, you will be met with this simple txt2img workflow. The other way is by double clicking the canvas and search for Load LoRA. We used 60% Vodka, 20% Epicrealism, and 20% Dreamshaper for the trained mix. CheckPointLoader: This is one of the common nodes. the base generation is quite a bit faster than the refining. Adds custom Lora and Checkpoint loader nodes, these have the ability to show preview images, just place a png or jpg next to the file and it'll display in the list on hover (e. I then recommend enabling Extra Options -> Auto Queue in the interface. SDXL臂炕槐攒. CLIP. Feb 19, 2024 · Add checkpoints for ComfyUI. Introduction of refining steps for detailed and perfected images. The model used for denoising latents. Concatenate with other filename Welcome to the unofficial ComfyUI subreddit. safetensors (5. Optionally enable subfolders via the settings: Adds an "examples" widget to load sample prompts, triggerwords, etc: Introduction AnimateDiff in ComfyUI is an amazing way to generate AI Videos. x, SD2. Share and Run ComfyUI workflows in the cloud Longer Generation While Switching Checkpoints. in the default does not use commas. It‘s look pretty good, but more cinematic. In this Guide I will try to help you with starting out using this and Dec 19, 2023 · For AMD (Linux only) or Mac, check the beginner's guide to ComfyUI. Now you should have everything you need to run the workflow. Best ComfyUI Upscale Workflow! (Easy ComfyUI Tutorial) 2024-03-25 20:05:02. This example is an example of merging 3 different checkpoints using simple block merging where the input, middle and output blocks of the unet can have a Dec 19, 2023 · In the standalone windows build you can find this file in the ComfyUI directory. Direct link to download. comfyUI 吃颤弱乌. Follow the ComfyUI manual installation instructions for Windows and Linux and run ComfyUI normally as described above after everything is installed. When you first open it, it may seem simple and empty, but once you load a project, you may be overwhelmed by the node system. If you have another Stable Diffusion UI you might be able to reuse the dependencies. Advanced sampling and decoding methods for precise results. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. Learn how to select the best images. Best Anime Model: Anything v5. Alternatively, you can do this using the search option by left double click on Canvas, search " checkpoint " and selecting " Load checkpoint " option provided. Note that LCMs are a completely different class of models than Stable Diffusion, and the only available checkpoint currently is LCM_Dreamshaper_v7. patreon. . Select a SDXL Turbo checkpoint model in the Load Checkpoint node. These components each serve purposes, in turning text prompts into captivating artworks. SDXL refiner: Mar 23, 2024 · Training checkpoints. First, can someone explain the settings for Checkpoint Loader W/ Noise Select. They can be used as regular checkpoint models with special settings. ComfyUI: Let's improve the skin texture of our consistent character. safetensors file from the cloud disk or download the Checkpoint model from model sites such as civitai. Oct 26, 2023 · with ComfyUI (ComfyUI-AnimateDiff) (this guide): my prefered method because you can use ControlNets for video-to-video generation and Prompt Scheduling to change prompt throughout the video. ControlNet Depth ComfyUI workflow. What happens: generate with model A,B,C,etc 512x512. Add either a Static Model TensorRT Conversion node or a Dynamic Model TensorRT Conversion node to ComfyUI. not the biggest life-hack out there, but could tide you over until they update the navigation functionality. Join the Matrix chat for support and updates. The simplest way, of course, is direct generation using a prompt. At this stage, you should have ComfyUI up and running in a browser tab. Best Overall Model: SDXL. VAE Jun 2, 2024 · Download the provided anything-v5-PrtRE. Feb 26, 2024 · 1. Required: 1- on Windows: 8+ GB VRAM NVIDIA gpu only. Then press “Queue Prompt” once and start writing your prompt. Add the node via image-> LlavaCaptioner. Whilst the then popular Waifu Diffusion was trained on SD + 300k anime images, NAI was trained on millions. inpainting. In the orinal post there is a link, you need to install comfyUI, and the AnimateDiff Custom nodes for ComfyUI, then drag the picture to your ComfyUI window Reply reply physalisx . Recommended Workflows. ComfyUI should have no complaints if everything is updated correctly. The name of the config file. Jan 9, 2024 · First, we'll discuss a relatively simple scenario – using ComfyUI to generate an App logo. From the Img2Video of Stable Video Diffusion, with this ComfyUI Workflow you can create an image with the prompt, negative prompt and checkpoint (and vae) that you want and then a video will be created automatically with that image. You don’t need special custom nodes in ComfyUI or extensions in AUTOMATIC1111 to use them. You can see the Ksampler & Eff. ai/?utm_source=youtube&utm_c May 12, 2024 · Recommendations for using the Hyper model: Sampler = DPM SDE++ Karras or another / 4-6+ steps CFG Scale = 1. 4. (opens in a new tab) . Installing ComfyUI on Linux. png). relaunched ticked and re download', however, I was able to solve it following @Acly's comment in the following way. 75s/it to 114+s/it. Generation using prompt. Best Fantasy Model: DreamShaper. We would like to show you a description here but the site won’t allow us. 4it/s) that needs 7GB VRAM for sure. Sep 13, 2023 · I put the best settings for that UI under the cover image on that same site: https: ComfyUI_windows_portable\ComfyUI\models\checkpoints. SDXL Refiner Model 1. To start, grab a model checkpoint that you like and place it in models/checkpoints (create the directory if it doesn't exist yet), then re-start ComfyUI. onnx files in the folder ComfyUI > models > insightface > models > antelopev2. 1GB) can be used like any regular checkpoint in ComfyUI. I was wondering if anyone else faced We would like to show you a description here but the site won’t allow us. Returning a checkpoint name would be very nice but there are several nodes which can modify model such as Lora loaders. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. whereas enable_sequential_cpu_offload () needs just 1. Aug 5, 2023 · ComfyUI_hus_utils. safetensors (10. Place the corresponding model in the ComfyUI directory models/checkpoints folder. SDXL Examples. In other words, if you're using an SDXL model/checkpoint, SD Loras won't work, etc. The name of the model to be loaded. Download the LoRA checkpoint ( sdxl_lightning_Nstep_lora. For example, if the default is ComfyUI, it means that the filename of the image you saved will start with ComfyUI, followed by a string of numbers. Loader SDXL in the screenshot. I have heard the large ones (typically 5 to 6gb each) should work but is there a source with a more reasonable file size. x, SDXL, Stable Video Diffusion and Stable Cascade. Add node> Loaders>Load checkpoints. 55 GB LFS Add checkpoints for ComfyUI. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the LoraLoader node like ComfyUI Txt2Video. Detailed guide on setting up the workspace, loading checkpoints, and conditioning clips. Feb 12, 2024 · The first step is to download the SDXL models from the HuggingFace website. For both models, you’ll find the download link in the ‘Files and Versions’ tab. XY Plotting is a great way to look for alternative samplers, models, schedulers, LoRAs, and other aspects of your Stable Diffusion workflow without having to Aug 26, 2023 · ComfyUI XY Plots It's easier than it looks! Hey everyone! If you are anything like me and you like to experiment with different checkpoints, samplers, cfg, s Welcome to the unofficial ComfyUI subreddit. Here are the models you need to download: SDXL Base Model 1. 4 months ago; Download the controlnet checkpoint, put them in . Place the models you downloaded in the previous step in the folder: ComfyUI_windows_portable\ComfyUI\models\checkpoints We would like to show you a description here but the site won’t allow us. For your case, use the 'Fetch widget value' node and set node_name to 'CheckpointLoaderSimpleBase' (probably) and widget_name to 'ckpt_name'. See the ComfyUI readme for more details and troubleshooting. Standalone VAEs and CLIP models. Load Checkpoint (With Config)¶ The Load Checkpoint (With Config) node can be used to load a diffusion model according to a supplied config file. model: The multimodal LLM model to use. inputs¶ config_name. Second, follow the below link. Belittling their efforts will get you banned. Checkpoint Essentials. 2024-03-25 19:50:02. ) Restart ComfyUI and refresh the ComfyUI page. It‘s not look so ideal and smooth like realistic photoshoot. Yes there are bodes for that but from experience it doesn't work, once I tried mixing knowledge of both checkpoints and it's still ether one or the other or weird in-between, it doesn't mix as well as loras. So you could merge the two input layers 50/50, combine 70% of model1's middle layer with 30% of model2's middle layer, and mix 80% of model1's output layer and 20% of model2's output layer. The discourse delves into the integration of Stable Cascade with ComfyUI, providing a detailed overview of how to utilize Stable Cascade models within ComfyUI. The SD3 checkpoints that contain text encoders: sd3_medium_incl_clips. ComfyUI should now launch and you can start creating workflows. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. Supports tagging and outputting multiple batched inputs. Jun 11, 2024 · 1. Refresh the ComfyUI page and select the SVD_XT model in the Image Only Checkpoint Loader node. This guide aims to offer insights into creating more flexible Where the tokens are may also matter. Checkpoints do not contain any description of the computation defined by the model and thus are typically only useful when source code that will I don't have ComfyUI in front of me but if the KSampler does say . Note that --force-fp16 will only work if you installed the latest pytorch nightly. 1. This step is foundational, as the checkpoint encapsulates the Model's ability to translate textual prompts into images, serving as the basis for generating art with ComfyUI. Additionally, when describing the subject, don't describe the body at all. A1111 is like an always lagging soup of things with many cooks involved so it is very late to adapt changes or bug fixes. Prepare the prompts and initial image（Prepare the prompts and initial image） Note that the prompts are important for the animation, here I use the MiniGPT-4, and the prompt to MiniGPT-4 is "Please output the perfect description prompt of this picture into the StableDiffusion The three values would set the ratios that each of those blocks are combined in. 5-2. ComfyUI can be installed on Linux distributions like Ubuntu, Debian, Arch, etc. The CLIP model used for encoding text prompts. Next, we’ll download the SDXL VAE which is responsible for converting the image from latent to pixel space and vice-versa. In the ComfyUI, add the Load LoRA node in the empty workflow or existing workflow by right clicking the canvas > click the Add Node > loaders > Load LoRA. 0. 2. Just copy the checkpoint from your HDD to the SDD, or make a copy itself in the same folder and then delete the "copy from the checkpoint". safetensors) to /ComfyUI/models/loras. Put it in the ComfyUI > models > checkpoints folder. For beta_schedule, does it do the same thing as the beta_schedule in the ADE model loader, making it superfluous? Application error: a client-side exception has occurred (see the browser console for more information). generate with model B 512x512 -> upscale -> regenerate with model B higher res. These are checkpoint models trained with the Hyper-SDXL method. 5GB VRAM for 1. That being said, after some searching I have two questions. Improved AnimateDiff integration for ComfyUI, as well as advanced sampling options dubbed Evolved Sampling usable outside of AnimateDiff. Follow the ComfyUI manual installation instructions for Windows and Linux. 0 ( the lower the value, the more m @Sil3ntKn1ght, thanks for the reply, sorry but i didn't quite get what you meant by '. Download the first image then drag-and-drop it on your ConfyUI web interface. Due to this, this implementation uses the diffusers Jan 6, 2024 · Introduction to a foundational SDXL workflow in ComfyUI. Connect the Load Checkpoint Model output to the TensorRT Conversion Node Model input. Welcome to the unofficial ComfyUI subreddit. Summary Welcome to the unofficial ComfyUI subreddit. First Steps With Comfy¶ At this stage, you should have ComfyUI up and running in a browser tab. i tried Feb 12, 2024 · With extensive testing, I’ve compiled this list of the best checkpoint models for Stable Diffusion to cater to various image styles and categories. Nov 26, 2023 · Restart ComfyUI completely and load the text-to-video workflow again. The workflow first generates an image from your given prompts and then uses that image to create a video. model there wouldn't a name to retrieve because that information would be in the XY Input or a checkpoint loader. When using SDXL models, you’ll have to use the SDXL VAE and cannot use SD 1. Hypernetworks are additional network modules added to checkpoint models. Please read the AnimateDiff repo README and Wiki for more information about how it works at its core. 5s/it & works with SDXL ControlNet as well. Additional discussion and help can be found here. Place the "nsfw, nude, etc. The 1-step model is only experimental and the quality is much less stable. Table of contents. Install the ComfyUI dependencies. They are typically 5 – 300 MB. 0, many Model Trainers have been diligently refining Checkpoint and LoRA Models with SDXL fine Here is the link to download the official SDXL turbo checkpoint. The Critical Role of VAE. A lot of people are just discovering this technology, and want to show off what they created. 预肄穗她邓. Aug 28, 2023 · NAI is a model created by the company NovelAI modifying the Stable Diffusion architecture and training method. May 10, 2023 · This LORA + Checkpoint Model Training Guide explains the full process to you. To help identify the converted TensorRT model, provide a meaningful filename prefix, add this filename after “tensorrt/” The Load Checkpoint (With Config) node can be used to load a diffusion model according to a supplied config file. To compare the checkpoints yourself, use a workflow like for instance ConfyUI default, or Mar 20, 2024 · You can construct an image generation workflow by chaining different blocks (called nodes) together. First off I love these custom nodes, I have made countless videos on comfyui now using ADE. The name of the model to be Feb 7, 2024 · ComfyUI_windows_portable\ComfyUI\models\checkpoints. This extension aims to integrate Latent Consistency Model (LCM) into ComfyUI. Note that the latter recipe is the same as when we did BloodyMary. This example is an example of merging 3 different checkpoints using simple block merging where the input, middle and output blocks of the unet can have a You might get better suggestion if you state why do you want two checkpoints to generate an image. EpicRealism, I believe, is prone to this. and then regenerate all of them with whatever was the last model that was loaded. They are typically 10-200 MB. One of the best parts about ComfyUI is how easy it is to download and swap between workflows. So it's basically an advanced way of fine tuning how the two models are model_cpu_offload () is the fast method (1. First, in general when it comes to models and loras, SDXL and SD don't mix. This node will also provide the appropriate VAE and CLIP model. From 30~40 checkpoints I lefted 13 best of them. /checkpoints. See full list on github. stable_cascade_stage_b. The phrase "Saving a TensorFlow model" typically means one of two things: SavedModel. Click on the download icon and it’ll download the models. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. But if you have experience using Midjourney, you might notice that logos generated using ComfyUI are not as attractive as those generated using Midjourney. br pq rk yo wr ry yt bt xg ko