Comfyui lora strength 0+ A collection of ComfyUI custom nodes to help streamline workflows and reduce total node count. A lot of people are just discovering this technology, and want to show off what they created. Jan 17, 2025 · – Use the HunyuanVideo Lora Select node in ComfyUI – Upload your LoRA files to the /loras/ folder Tip: For early testing, you can increase the strength to preview training progress, but be aware that values above 2. 1, Hunyuan, and LTXV 0. 1. The lora_wt_X parameters (where X is a number from 1 to lora_count) are used in "simple" mode to assign weights to each LoRA model. 0 to 20. 0, and a May 12, 2025 · 如果你在 ComfyUI Wiki 中没有找到需要的答案，可以尝试在以下社区寻求帮助： 官方社区. 然后两个矩阵相乘得到lora_diff； Jan 20, 2024 · ComfyUIでLoRAを使う方法について調べてみました。 ワークフロー ComfyUIの公式のExamplesにLoRA1個、2個使うワークフローが掲載されています。 Lora Examples Examples of ComfyUI workflows comfyanonymous. I tried to load lora_a and lora_b at the same time and used different trigger words in the prompt schedule, but I got unsatisfactory output. 4 LoRA to 0. safetensors, the strength is 0. There’s no need to use any third-party nodes. , miluo_cute_3D_cartoon). Trained on LCM. lora_{i}_clip_strength Aug 6, 2024 · lora中的strength_model和strength_clip在代码中是如何起作用的；strength_model是控制lora在unet中的权重；strength_clip是控制lora在clip中的权重； a. Oct 24, 2024 · Adjusting this parameter allows you to fine-tune the balance between the base model and the LoRA model. 0, 4. 8 without reading the settings. Similar to strength_model, this parameter adjusts the strength of the LoRA model's influence, but specifically for the CLIP (Contrastive Language-Image Pre-Training) component of the model. For lora_b. And above all, BE NICE. 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 this: Apr 14, 2025 · Otherwise you have to load them manually, be careful each FaceID model has to be paired with its own specific LoRA. 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 May 12, 2025 · All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. LoRA原理 在 ComfyUI LoRA 使用示例 中，我们介绍了如何在 ComfyUI 中加载并使用 LoRA 模型，也提及了该节点支持链式连接。 在本篇中我们将使用链式连接Load LoRA节点的方式来同时使用多个 LoRA 模型，在本示例中，我们将使用 blindbox_V1Mix 和 MoXinV1 两个 LoRA 模型。 Mar 13, 2025 · LoRA (Low-Rank Adaptation) is a powerful fine-tuning method that enhances AI models with additional styles, characters, or artistic effects without requiring extensive retraining. The value also ranges from 0 to 1. Welcome to the unofficial ComfyUI subreddit. You can Denosing strength. Follow these steps to modify the LoRA strength: Open ComfyUI and adjust the strength values for both the model and clip. LoRA. 0 a 100. strength_clip. 5）の比較画像です。LoRAを使用することで、好みの効果を追加できる Dec 27, 2023 · Adjusting the Strength of LoRA. ComfyUI LoRA Example LoRA (Low-Rank Adaptation) is an efficient technique for fine-tuning large generative models like Stable Diffusion. Pay only for active GPU usage, not idle time. Native ComfyUI Wan2. 2)是如何起作用的。 解析. 在ComfyUI中，通过加载器节点和Lora节点搭建Lora模型的工作流，可以设置模型强度和CLIP强度参数[2]。 3. The value can range from -20. I'm not quite sure about the syntax for changing the Lora strength in Comfyui. 0 to 10. This is unnecessary but hardcoding a 1. Using the Load LoRA node in ComfyUI This slider is the only setting you have access to in A1111. 0 to +1. XY plot 3 in 1 workflow 1 LoRA Strength 2 Sampler 3 Prompt SR You can choose it XY connecter run, and discover comfyUI workflows. 9, 1. It determines how much influence the LoRA hook will have on the model at this specific point in time. In this file, I provide three workflows: Base model; Base model + MoXin LoRA (weight 1. 5! 🚀 Join Discord And Contact Admin For 50GB Free! Jan 27, 2025 · No lora Looks pretty nice, actually. Oct 24, 2024 · LoRA-Merger-ComfyUI is an extension designed to enhance the merging and evaluation of LoRA (Low-Rank Adaptation) models within the ComfyUI framework. 如下图代码所示，首先获取lora的两个低秩矩阵； b. Using multiple LoRA's in ComfyUI. Once the Load LoRA node appears, connect it to other existing nodes. This parameter controls the strength of the LoRA (Low-Rank Adaptation) applied to the model. lora中的strength_model和strength_clip在代码中是如何起作用的；strength_model是控制lora在unet中的权重；strength_clip是控制lora在clip中的权重； a. Sep 3, 2023 · In the LoRA Stack node the list of items is the LoRA names, and the attributes are the switch, model_weight, and clip_weight. If we've got LoRA loader nodes with actual sliders to set the strength value, I've not come across them yet. I’m excited to share a new feature in ComfyUI LoRA Manager that I’ve been working on: One-Click LoRA Integration into Your Workflow. But I can’t seem to figure out how to pass all that to a ksampler for model. This flexibility allows for a wide range of creative possibilities and precise control over the modifications. This parameter sets the default strength for the clip component of each Lora. Adjusting this value can fine-tune the model's sensitivity and performance. 3k次，点赞18次，收藏15次。本文详细介绍了ComfyUI中的几个核心节点，包括Latent Composite、LatentCompositeMasked、Upscale Latent、Set Latent Noise Mask和Load LoRA节点，讲解了它们的功能、输入参数和输出效果，帮助用户理解并掌握这些节点在图像处理中的应用。 So far the only lora I used was either in a1111, or lcm lora, now I made my own, but it doesn't seem to work. Mar 27, 2025 · Unlock hyper-realistic skin textures for fashion and portrait close-ups with this expert workflow, featuring Stable Diffusion, LoRA, and VAE models. lora_name: COMBO[STRING] Sélectionner le nom du modèle LoRA à utiliser: strength_model: FLOAT: Plage de valeurs de -100. It ranges from -10. 0+1. lora_name: COMBO[STRING] Seleccionar el nombre del modelo LoRA a utilizar: strength_model: FLOAT: Rango de valores de -100. And some LoRA do not play well with some checkpoint models. Apr 13, 2024 · LoRA (Low-Rank Adaptation) คือ AI model ขนาดเล็กที่ใช้เสริมเข้าไปใน model หลักเพื่อให้สร้างภาพในลักษณะเฉพาะที่ต้องการได้ เช่น May 21, 2024 · 仕組みは学んだので、今回は実際にComfyUIを使ってLoRAを使用する方法を紹介しようと思います。さらに生成結果を通じて、その効果を検証し、生成結果の違いを比較してみます。 We would like to show you a description here but the site won’t allow us. 9. lora_wt_X. Inputs. 8，就相当于同时将strength_model和strength_clip设置为0. 0, with a default of 1. B-LoRA stands for "By implicitly decomposing a single image into its style and content representation," which means it can separate the style and content of an image. 本文主要介绍LoRA模型及ComfyUI中LoRA的连接方式。 2. /ComfyUI/models/loras. Attached is a simple workflow of my experiment. It allows for the specification of the area's dimensions and position as percentages of the total image size, alongside a strength parameter to modulate the intensity of the conditioning effect. In this example, we will learn how to load and use a LoRA model in ComfyUI, covering the following topics: Installing a LoRA model; Generating images using a LoRA model; A simple introduction to the Load LoRA node Apr 4, 2025 · Adjusting this value allows you to fine-tune the impact of the Lora model on the base model. "Invalid strength value" Explanation: The strength value provided for either strength_model or strength_clip is outside the acceptable range. This parameter determines the strength of the Lora model's influence on the CLIP model. 0, typically used between 0~1 for daily image Using multiple LoRA's in ComfyUI. safetensors; ip-adapter-faceid_sdxl_lora. These nodes simply hold a list of items May 12, 2025 · 因为模型需要区分版本，为了方便你后期的使用，我建议你对模型文件进行重命名加上一个模型版本前缀如”SD1. 8, 0. このノードは、LoRAフォルダ（サブフォルダを含む）内のモデルを自動的に検出します。対応するモデルパスはComfyUI\models\lorasです。詳細については、LoRAモデルのインストールを参照してください。 Welcome to the unofficial ComfyUI subreddit. 使用正则数据集时，可以通过设置prio May 12, 2025 · ComfyUIのLoraLoaderModelOnlyノードについて学びます。このノードは、CLIPモデルを必要とせずにLoRAモデルをロードするために設計されており、LoRAパラメータに基づいて既存のモデルを強化または修正することに焦点を当てています。LoRAパラメータを通じてモデルの強度を動的に調整することができ Mar 30, 2025 · These parameters define the strength of the LoRA's influence on the base model for each corresponding LoRA. so just lora1, lora2, lora3 etc. 0 but they kind of work at 2. Valores más altos resultan en efectos de ajuste más pronunciados: strength_clip: FLOAT So to use them in ComfyUI, load them like you would any other LoRA and change the strength to somewhere between 0. 5 Basic LoRA Workflow Workflow File Description. Tried a few combinations but, you know, ram is scarce while testing. So to replicate the same workflow in ComfyUI, insert a LoRA, set the strength via the loader's slider, and do not insert anything special in the prompt. 然后获取计算尺度因子alpha; b. I find it starts to look weird if you have more than three LoRA at the same time. Please keep posted images SFW. The lora_name output is a string representing the name of the selected LoRA, extracted from the file name. The negative has a Lora loader. 9 from frame 33 to 64. 5に設定し、生成を実行しました。かなり強くディゾルブ効果が出ていることが確認できます。 以下がLoRAなしとLoRAあり（strength_modelとstrength_clipが1. "Invalid strength value" Explanation: The strength_model or strength_clip parameter is set to a value outside the allowed range. 0, típicamente usado entre 0~1 para la generación diaria de imágenes. Reload to refresh your session. receyukiCreated 2 SD Prompt Reader. Comfy Workflows Comfy Workflows Feb 15, 2025 · lora_nameで使用するLoRAを選択します。strengthふたつはLoRAを適用する強さです（0. It does work if connected with lcm lora, but the images are too sharp where it shouldn't be (burnt), and not sharp enough where it should be. 截止到 12 月 2 日星期一，ComfyUI 现在原生支持 遮罩和调度 LoRA 及模型权重 ，作为其条件系统的一部分。它与 所有模型 兼容。此次更新还对 ModelPatcher 进行了广泛的重构，并引入了包装器和回调，以减少自定义节点实现所需的 Apr 2, 2025 · These parameters are used to identify and load the respective LoRA models. Adjusting this value allows you to fine-tune the degree to which the LoRA model affects the base model, enabling you to achieve subtle or pronounced modifications Revolutionize your workflow with the ultimate LoRA companion for ComfyUI! A comprehensive toolset that streamlines organizing, downloading, and applying LoRA models in ComfyUI. g. 5 这样的大模型，LoRA 模型更小，更容易训练。 Apr 2, 2025 · The XY Input: LoRA Plot node is designed to facilitate the visualization and analysis of LoRA (Low-Rank Adaptation) parameters in AI models. The sad things is, it is not being passed to the Lora as a float. Run ComfyUI workflows in the Cloud! No downloads or installs are required. ComfyUI GitHub Issues - 提交问题或查找已有解决方案; ComfyUI Discord - 与其他用户和开发者实时交流; 社区讨论. It should be selected from the list of available LoRA models in the designated folder. 8 for example is the same as setting both strength_model and strength_clip to 0. 00. But not like my dataset, which is good. CR Model List and CR LoRA List. Finally test again the LoRA, consider that it might need a higher strength now. Each lora_name_X should be a valid model name or path. LoRA 模型 （Low-Rank Adaptation） 是一种用于微调大型生成模型（如 Stable Diffusion）的高效技术。 它通过在预训练模型的基础上引入可训练的低秩矩阵，仅调整部分参数，而非重新训练整个模型，从而以较低的计算成本实现特定任务的优化，相对于类似 SD1. 0 to 100. Lora Loader Stack (rgthree) Common Errors and Solutions: 以国风山水风格LoRA为例，通过调整`strength_model`的值，可直观观察LoRA效果随权重增大而增强的现象，而`strength_clips`的影响则相对有限。 此实例展示了LoRA模型在ComfyUI中的灵活应用及高效调优方式。 Jan 16, 2025 · How to Install ComfyUI-Lora-Auto-Trigger-Words It allows you to control the strength of the model's effect, with a range typically from -100. Could you please let me know how to have a Lora run at 0 for the first 10 steps, at 1 from 11 to 20, and 0 again from 21 to 30? On a1111 the positive "clip skip" value is indicated, going to stop the clip before the last layer of the clip. Use the following image as input. Keep track of the strength values you use for each Lora model to replicate successful configurations in future projects. 9 from frame 1 to frame 32, but 0 from frame 33 to 64. 1 I2V LoRA) model mentioned Jan 8, 2025 · lora_1_strength, lora_2_strength, , lora_10_strength. LoRa strength: . Step 3: Download and Import the Workflow File into ComfyUI Download SD1. 0, the base model will use the same weights as the model specified here (target model), and same for the clip with a corresponding strength_clip. This report delves into the intricacies of FLUX LoRAs and FLUX workflows, providing a detailed analysis based on the latest information and industry trends. 8 might be beneficial if sharing on Civitai, as users often default to 1. This strength determines how much influence the model has on the final output. Apr 5, 2025 · Each Lora can be specified with its own strength settings, enabling you to fine-tune the impact of each Lora on the model and CLIP. 8. Style Transfer: Uses LoRA models (e. By changing the strength of both the model and clip, you can fine-tune the result to match your preferences. Feb 21, 2025 · This ComfyUI workflow casts a photo into 3 different styles. Strength of the lora applied on the CLIP model vs the main MODEL. lora_type index: The numerical index of the LoRA in your alphabetically sorted loras folder; lora_list: A dropdown showing all available LoRAs (the selection is visual only, the index determines which one is loaded) strength_model: The strength to apply to the model part of the LoRA; strength_clip: The strength to apply to the CLIP part of the LoRA Oct 20, 2024 · 最後にstrength_modelとstrength_clipの両方とも1. 0. This output indicates the folder where the selected LoRA is located. clip CLIP. And a few Lora’s require a positive weight in the negative text encode. strength_clip_1, strength_clip_2, , strength_clip_20 Load LoRA from File Path ComfyUI Node. Mar 13, 2025 · strength_model. on the Y value if you want a variable weight value on the grid. ComfyUI-B-LoRA is a custom node extension for ComfyUI that allows you to load and apply B-LoRA models. This tool allows AI artists to combine multiple LoRA models using various sophisticated methods, such as SVD (Singular Value Decomposition), magnitude pruning, and more. Feb 1, 2025 · This parameter specifies the name of the LoRA model to be loaded. May 12, 2025 · 使用此节点前，请确保你已经在你的 ComfyUI 模型目录中安装了相关模型文件，确保 Lora Loader Model Only 节点可以正常读取到相关的模型文件. 25. Typical use-cases include adding to the model the ability to generate in certain styles, or better generate certain subjects or actions. start_percent: when to start applying the lora keyframes, eg: a value of 0 would start from the first step; a value of 0. lora_strength. Reddit r/ComfyUI - 分享经验和寻求帮助; GitHub Discussions - 参与技术讨论 May 12, 2025 · 提示：最新版的 ComfyUI 在使用多个 FLUX Lora 模型时，很容易显存占用过多，而且这个问题与 LoRA 大小没有关系，就算是 4090 显卡也同样容易出现类似问题 你可以尝试使用 GGUF 版本的模型，或者采用 Xlab 的 Lora 加载 ComfyUI 的工作流以尝试解决这个问题. This allows you to choose the specific LoRA configuration that you want to apply to your model, enabling customized enhancements. class RgthreePowerLoraLoader extends RgthreeBaseServerNode { Apr 23, 2024 · While XYZplot in A1111 proved quite resourceful, its processing speed in handling a large number of images was notably slower than ComfyUI, often exceeding half an hour. Learn how to generate stunning 4K images with ease. Oct 16, 2024 · 最後にstrength_modelとstrength_clipの両方とも1. Mar 19, 2024 · 文章浏览阅读2. 5”，然后将你的模型文件复制到如“ComfyUI\models\loras\SD1. It is a floating-point value with a default of 0. Feb 6, 2024 · Modifying the LoRA Strength for Better Results. 6, a minimum of 0, and a maximum of 1, adjustable in steps of 0. It facilitates the customization of pre-trained models by applying fine-tuned adjustments without altering the original model weights directly, enabling more flexible and targeted model behavior modifications. 0, and a maximum of 10. 0 guidance, 20 inference steps, (0. 0, typiquement utilisée entre 0~1 pour la génération quotidienne d’images. 1. No complex setups and dependency issues Jun 18, 2024 · ComfyUI-B-LoRA Introduction. Feb 19, 2024 · Can be used for a shatter effect/motion. This allows you to control the impact of the LoRA model on the CLIP model's interpretation of the prompt. I found I can send the clip to negative text encode …. io このワークフローでt2iでの画像生成ができます。 画像にワークフローが入っているのでComfyUIで画像をLOAD Everything here is the same (generally) as the top branch, but it uses the Create Hook Model as LoRA node instead of the Create Hook LoRA node. LoRA Manager for ComfyUI - A powerful extension for organizing, previewing, and integrating LoRA models with metadata and workflow support. Results / Findings: Apr 30, 2024 · Once the LoRA node is loaded, you’ll want to set the lora_name (this references the ComfyUI > Models > Loras directory in your ComfyUI installation) and the strength_model and strength_clip lora_name: COMBO[STRING] Select the name of the LoRA model to use: strength_model: FLOAT: Value range from -100. [w/NOTE: This node is originally created by LucianoCirino, but the a/original repository is no longer maintained and has been forked by a new maintainer. lora_name. Des valeurs plus élevées donnent des effets d’ajustement plus prononcés: strength_clip: FLOAT May 12, 2025 · 解决ComfyUI Manager安全级别报错「This action is not allowed」的完整指南; 如何在局域网中访问 ComfyUI; 如何在 ComfyUI 中调整字体大小：分步指南; 如何更改 ComfyUI 的输出文件夹位置; 如何启用 ComfyUI 新版本菜单; 为什么使用相同的种子值，ComfyUI 和 A1111 生成的图像不一样？ You adjust the weights in the prompt, like: <lora:catpics_lora:0. safetensors, the strength is 0 from frame 1 to frame 32, but 0. 0, and some may support values outside that range. Belittling their efforts will get you banned. List Stackers. CR LoRA Stack, CR Multi-ControlNet Stack, and CR Model Stack. It introduces trainable low-rank matrices to the pre-trained model, adjusting only a portion of parameters rather than retraining the entire model, thus achieving optimization for specific tasks at a lower In most UIs adjusting the LoRA strength is only one number and setting the lora strength to 0. It is a floating-point value with a default of 1. safetensors, SDXL plus Extension: Efficiency Nodes for ComfyUI Version 2. 5>, and play around with the weight numbers until it looks how you want. This node allows you to plot various LoRA-related metrics, such as model strength, clip strength, and LoRA weights, against each other to understand their relationships and impacts on model performance. 0, typically used between 0~1 for daily image generation. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. 1 i2v model, LoRA can help refine motion dynamics, preserve character consistency, and improve overall video quality. 2) + QingYi LoRA Apr 30, 2024 · Once the LoRA node is loaded, you’ll want to set the lora_name (this references the ComfyUI > Models > Loras directory in your ComfyUI installation) and the strength_model and strength_clip Sep 19, 2024 · Once the Load LoRA node is in your workflow, configure the settings by specifying the lora_name, which corresponds to the LoRA file located in the ComfyUI > Models > Loras directory. io このワークフローでt2iでの画像生成ができます。 画像にワークフローが入っているのでComfyUIで画像をLOAD May 12, 2025 · Load LoRA - LoRAローダー. def load_lora(self, model, clip, lora_name, strength_model, strength_clip): The strength_model is the value you are passing from the Value Scheduler. This parameter specifies the name of the LoRA file to be loaded. Sep 4, 2023 · Unlock a whole new level of creativity with LoRA!Go beyond basic checkpoints to design unique- Characters- Poses- Styles- Clothing/OutfitsMix and match di * The Power Lora Loader is a super-simply Lora Loader node that can load multiple Loras at once * in an ultra-condensed node allowing fast toggling, and advanced strength setting. 如果你不知道如何安装，下面是LoRA模型安装的教程 Aug 3, 2023 · This is now possible with latest repo updates, check out the "XY Input: LoRA Plot" node under input_mode "X: LoRA Batch, Y: Model Strength" 👍 2 andreszs and lokimckay reacted with thumbs up emoji ️ 1 andreszs reacted with heart emoji 一、介紹 最近ComfyUI官方更新了一些功能，里面有一个很实用，可以让我们控制不同区域的LoRA模型强度，这个在以前是没法实现的。 今天就带大家来一起学习一下。 Jun 7, 2024 · LoRAにトリガーワードがある場合は、プロンプト内に入れるようにしてください。 strength_modelについて 「Load LoRA」内にある「strength_model」では 数値を小さくするほど、LoRAの影響を弱くすることができます。 Dec 31, 2024 · model strengthは、LoRAを適用するベースモデルにどの程度影響を与えるかを決めます ただし、これらのパラメータを0. This allows for Mar 21, 2023 · You signed in with another tab or window. Adding the Load LoRA node in ComfyUI. Similar to strength_model, it accepts a floating-point value with a default of 1. How to use LoRA ComfyUI: 1: Download LoRA 2: Upload LoRA 3: Load the Default Workflow in ComfyUI 4: Add the LoRA Node 5: Connect the LoRA Node 6: Test Your Workflow Unlock next-level video creation with Wan 2. Nov 12, 2024 · 前回、GGUFを使えるようにしてみたので、今回はLoRAを使えるようにしてみようと思います。 Flux Examplesから取ってきたワークフローをちょっと触って、GGUFを使えるようにしたのが、こちらでした。 とりあえずこれで動いたのですが、描けるアニメ調の絵はこんな感じです。 なんかね、まぁ Jan 31, 2025 · This parameter adjusts the strength of the LoRA model's influence on the CLIP model. Observe the circled selection as it shows the connected input / output colors. In our ComfyUI LoRA Example, we introduced how to load and use a single LoRA model, mentioning the node’s chain connection capability. 0 to 1. You switched accounts on another tab or window. The strength of LoRA can greatly impact the generated output. 0 or 0. You can Load these images in ComfyUI to get the full workflow. 0 (full strength) and 0. Experiment with different strength values to find the optimal setting. 50 seems to work best Keywords: shattering, breaking apart in pieces Using Topaz Video AI to upscale all my videos. The strength can range from -100. 0, and a maximum of 20. 本地训练 Flux ComfyUI Node: SD Lora Loader. Lora权重分为模型强度和CLIP强度，通过调节可以影响生成效果[3]。 4. Adjusting these values allows you to control the intensity of each LoRA's effect on the model. 5”里面去 Learn about the Conditioning(SetAreaStrength) node in ComfyUI, which is designed for adjusting the strength of conditioning elements within a specified area. 60, 0. 5 8 steps CFG LoRA strength: 1. This parameter sets the default strength for the model component of each Lora. But what do I do with the model? The positive has a Lora loader. 1 Video LoRA Workflow. This allows for precise control over the model's influence on the final output. In A111, my sdxl Lora is perfect at :1 Not sure how to configure the Lora strengths in ComfyUI. Please share your tips, tricks, and workflows for using this software to create your AI art. 0, and a maximum of 100. 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 this: Apr 5, 2025 · Use the "None" option for any Lora slots you do not wish to use, allowing you to focus on specific Lora models without overcomplicating the modifications. The "Load LoRA from File Path" node in ComfyUI is a powerful tool for integrating LoRA (Low-Rank Adaptation) files into diffusion and CLIP models. The correct selection of the LoRA model is vital for achieving the desired artistic effect. This parameter controls the strength of the LoRA application on the main model. CLIP Strength: Most LoRAs don't contain any text token training (classification labels for image concepts in the LoRA data set). Facial Feature Preservation: Via PulidFlux technology. 0, with a default value of 1. Jul 19, 2024 · ComfyUI进阶：Comfyroll插件 (四)前言：学习ComfyUI是一场持久战，而Comfyroll 是一款功能强大的自定义节点集合，专为 ComfyUI 用户打造，旨在提供更加丰富和专业的图像生成与编辑工具。借助这些节点，用户可以在静态图像的精细调整和动态动画的复杂构建方面进行深入探索。C LoRA: Hyper SD 1. Dec 12, 2024 · strength_start: the lora strength at the first keyframe to be created. The strength_model parameter controls the intensity with which the LoRA model is applied to the base Apr 22, 2025 · 1. Higher values result in more pronounced model adjustment effects: strength_clip: FLOAT: Value range from -100. Set the correct LoRA within each node and include the relevant trigger words in the text prompt before clicking the Queue Prompt. 5）の比較画像です。LoRAを使用することで、好みの効果を追加できる lora_{i}_model_strength. This guide will walk you through the process of integrating LoRA Aug 15, 2024 · Among the notable advancements in this domain is the FLUX model, developed by Black Forest Labs, and its fine-tuned variant, FLUX Realism LoRA, by XLabs AI. 0, a minimum of -10. This tutorial demonstrates chaining multiple Load LoRA nodes to apply two LoRA models simultaneously: blindbox_V1Mix and MoXinV1. 01変更するだけでも、生成される画像に大きな影響を与えることがあります。 May 12, 2025 · ComfyUIでのLoRAの使用方法を解説する初心者向けガイド。基本的な単一モデルの使用方法から、複数のLoRAを組み合わせてより豊かなAIアート効果を実現する高度な使用方法まで。モデルのインストールやパラメータ調整に関する詳細な手順を含みます。 May 12, 2025 · After installation, restart or refresh ComfyUI to let it recognize the new models. LoRA是一种低成本微调大模型的方法，可以通过训练LoRA模型增强对应版本大模型的生成能力。比如训练一种画风LoRA，可以让大模型生成对应风格的图片。 2. Comfy Workflows Comfy Workflows Load LoRA¶ The Load LoRA node can be used to load a LoRA. I’m using 在“加载LoRA”节点中，strength_model与strength_clip有什么区别？ 这些独立的值分别控制LoRA应用于CLIP模型和主MODEL的强度。 在大多数UI中，调整LoRA的强度只有一个数字，例如将lora强度设置为0. We will demonstrate how to use a LoRA model. high clip strength makes your prompt activate the features in the training data that were captioned, and also the trigger word. JSON file download. The output from these nodes is a list or array of tuples. 8, 1. 如果你不知道到哪里下载LoRA模型，下面是我推荐的一些资源. It helps in identifying the specific LoRA used in the process. 0. The LoRA stack allows you to apply multiple LoRA configurations in sequence, providing a detailed and layered approach to model fine-tuning. 0, a minimum of -100. The strength value is a float that determines the influence of the LoRA model on the final output. Jan 19, 2024 · PromptToSchedule does the parsing and ScheduleToModel applies a model patch that does the LoRA scheduling. 400 training steps Lora strength variation, 4. . strength_model Aug 21, 2024 · Adding the Load LoRA node in ComfyUI. Connect it by using the same INPUT and OUTPUT to other nodes by simply dragging the point and the connecting wires will appear. the 08 i assume u want the weight to be 0. All LoRA variants: Lycoris, loha, lokr, locon, etc… are used in the same way. Solution: Ensure that the lora_name parameter is correctly set to a valid LoRA file name available in the list. github. 8, so write 0. In practice, both are usually highly correlated, but there are situations where you want high model strength to capture a style but low clip strength to avoid a certain keyword in the captions. In "advanced" mode, this parameter sets the strength of the model component of the LoRA. ComfyUI基础节点. 8。 Mar 30, 2025 · model_strength. 5 (half strength), depending on model: Step Count: 3 to 8: CFG: 1 to 2. ip-adapter-faceid_sd15_lora. These parameters (lora_1_strength to lora_10_strength) allow you to set the strength of each corresponding LoRA model in the stack. 01. When applied to the Wan2. This node is designed to dynamically load and apply LoRA (Low-Rank Adaptation) adjustments to models and CLIP instances based on specified strengths and LoRA file names. strength_model. Ksampler takes only one model. Workflow Overview. May 12, 2025 · ComfyUIのLoraLoaderModelOnlyノードについて学びます。このノードは、CLIPモデルを必要とせずにLoRAモデルをロードするために設計されており、LoRAパラメータに基づいて既存のモデルを強化または修正することに焦点を当てています。LoRAパラメータを通じてモデルの強度を動的に調整することができ Mar 30, 2025 · These parameters define the strength of the LoRA's influence on the base model for each corresponding LoRA. So one is more focused on affecting how the prompt is percieved, while the other one affects more how the percieved prompt is being diffused. 0 à 100. LCM LoRA Strength: Between 1. strength_clip loose the <> brackets, (the brackets are in your prompt) you are just replacing a simple text/name. Mar 14, 2024 · For lora_a. lora_folder. I added a new LoRA Loader which automatically applies preset strengths and trigger words, saving you a ton of time while integrating LoRAs seamlessly into your workflow. This video demonstrates an example of creating an XY Plot using efficiency-nodes' XY Plot to display the results based on the strength of LoRA. The LoRA model should be pre-existing and stored in a designated directory, from which it can be retrieved using the provided name. Dec 31, 2023 · ComfyUI를 이용하면 자신의 PC를 통해 자유롭게 AI 이미지를 생성할 수 있죠. 7>, <lora:transformerstyle:0. Adjust the strength_model and strength_clip values, which control how strongly the LoRA influences the diffusion and CLIP models. safetensors, SDXL FaceID LoRA; ip-adapter-faceid-plusv2_sdxl_lora. It allows for the dynamic adjustment of the model's strength through LoRA parameters, facilitating fine-tuned control over the model's behavior. Nov 4, 2024 · Each entry in the list includes the LoRA model name, strength for the model, and strength for the CLIP. The reason you can tune both in ComfyUI is because the CLIP and MODEL/UNET part of the LoRA will most likely have learned different concepts so tweaking them separately I didn't use strength_clip as I discovered that it had little impact on achieving the desired results of the LoRA. Oct 30, 2024 · This parameter controls the strength of the LoRA model's influence on the base model. To add a LoRA to the face-to-many workflow, select a LoRA and adjust Feb 4, 2024 · Answer: 1. This parameter defines the strength of the LoRA hook at the keyframe. Connect the multiple LoRA nodes in a series connection. Aug 14, 2024 · 2. provider 标题：LoRA 和模型权重的遮罩与调度. 5-模型名称”,或者不重新命名，在 对应模型 目录下新建一个文件夹，用大模型版本来命名如“SD1. Some may work from -1. clip_strength. Examples include. Jul 24, 2024 · This parameter is a list of tuples, where each tuple contains a LoRA name, a strength value for the model, and a strength value for the CLIP. Aug 6, 2024 · lora中的strength_model和strength_clip在代码中是如何起作用的； 解释提示词的权重如：(girl:1. To achieve the best results with the LoRA, it is crucial to adjust the strength parameter. It is being passed with a different value. Solution: Ensure that the strength parameters are within the range of -100. Jul 27, 2023 · Strength Clip would be for the text encoding/decoding part of the LoRA, while the other woud be for the unet strength. 0 and 2. Please share your tips, tricks, and workflows for Jan 20, 2024 · ComfyUIでLoRAを使う方法について調べてみました。 ワークフロー ComfyUIの公式のExamplesにLoRA1個、2個使うワークフローが掲載されています。 Lora Examples Examples of ComfyUI workflows comfyanonymous. Yes, you probably connected the Float output of the Scheduler to the Lora. To adjust the strength, you can use the ComfyUI interface. strength_clip_1, strength_clip_2, , strength_clip_20 Mar 27, 2025 · Solution: Verify that the lora_name parameter is correct and that the LoRA model file exists in the appropriate directory. Make sure the Load image node is using the image we prepared; We’ve added a LoraLoaderModelOnly node to the original image-to-video workflow, loading the Squish Effect (Wan2. LoRAs are used to modify the diffusion and CLIP models, to alter the way in which latents are denoised. The data parameter allows you to specify multiple LoRA models and their respective strengths, providing a flexible and powerful way to customize the influence of each LoRA model on the final output. md at main · willmiao/ComfyUI-Lora-Manager Dec 31, 2023 · ComfyUI를 이용하면 자신의 PC를 통해 자유롭게 AI 이미지를 생성할 수 있죠. 0, a minimum of -20. 0) Guidance variation, 20 inference steps, (2. With powerful features like recipe management, checkpoint organization, and one-click workflow integration, working with XY plot 3 in 1 workflow 1 LoRA Strength 2 Sampler 3 Prompt SR You can choose it XY connecter run, and discover comfyUI workflows. Basically, at strength_model=1. 50. This workflow transforms real-life portraits into 3D cartoon-style images with:. strength_model FLOAT. 0 / 1. You signed out in another tab or window. It allows users to modify these models, affecting how latents are denoised and enabling style applications or other model enhancements. No complex setups and dependency issues Apr 3, 2025 · This parameter is crucial as it determines which LoRA model will be applied to the base model. 5～1）。働きが異なるんですが、とりあえず両方同じ数字にしておけばOKです。 comfyui에서 두 가지를 모두 조정할 수 있는 이유는 lora의 clip 및 model/unet 부분이 서로 다른 개념을 학습했을 가능성이 높기 때문에 별도로 조정하면 더 나은 이미지를 얻을 수 있기 때문에 두 개로 나뉘어 있다고 합니다. 5 would start at 50% of the sampling process; end_percent: when to end the lora My Lora doesn’t appear in the images at 1. Lora模型的强度和CLIP强度是影响图像生成的重要参数[2]。 2. 0, 6. safetensors; ip-adapter-faceid-plusv2_sd15_lora. The lora_name should be selected from a list of available LoRA files in the designated folder. 0 may cause artifacts. LoRAローダーノードLoRAローダーノード LoRAローダーノードは、LoRAを読み込むために使用できます。LoRAは拡散モデルとCLIPモデルを修正し、潜在変数のデノイズ方法を変更するために使用されます。典型的な使用例には、モデルが特定のスタイルを生成する能力を向上させたり、特定のテーマや May 12, 2025 · Native ComfyUI Wan2. These values play a significant Dec 17, 2024 · Rescale the LoRA Strength. Explanation: The specified LoRA file could not be located in the designated directory. These weights determine the influence of each model in the final stack. I controlled for all variables except the LoRA strength_model, which varied from . 5: Sampler: ComfyUI now has LCM Sampler support! Select it from the sampler name in the KSampler node. 0) Base model + MoXin LoRA (weight 0. May 12, 2025 · Learn about the LoraLoaderModelOnly node in ComfyUI, which is designed to load LoRA models without requiring a CLIP model, focusing on enhancing or modifying a given model based on LoRA parameters. LoRA模型资源. This article aims to guide you through the faster, more efficient process of using XYZplot within ComfyUI for LoRA testing, a method that simplifies the workflow to just four comfyui에서 두 가지를 모두 조정할 수 있는 이유는 lora의 clip 및 model/unet 부분이 서로 다른 개념을 학습했을 가능성이 높기 때문에 별도로 조정하면 더 나은 이미지를 얻을 수 있기 때문에 두 개로 나뉘어 있다고 합니다. - ComfyUI-Lora-Manager/README. 75. 0) Lowering the guidance gives it a more natural look, which might be expected since the style of the lora is not realistic I've trained a LoRA with two different photo sets/modes, and different trigger (unique trained) words to distinguish them, but was using A1111 (or Vlad) at the time, and never have tried it in ComfyUI yet. 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 had its own limitations (no SGM_Uniform scheduler for AnimateDiff). 0 etc. Authored by . model MODEL. Adjusting this parameter allows you to control the intensity of the effect applied by the LoRA Mar 8, 2025 · Hey fellow ComfyUI users,. Mar 30, 2025 · It is useful for tracking which LoRA was applied and for documentation purposes. 지난 포스팅에서는 ComfyUI 설치 방법에 대해 살펴봤었고, 오늘은 로라(LoRA) 노드를 연결한 후 활용하는 방법에 대해 알아보도록 하겠습니다. strength_end: the lora strength at the last keyframe to be created. mrvikvpasihldudpuucfnsdxxhucpjyfhyogntggqdfkjcfhnyxtojt