Buckets:
| ## Blender Open Source AI Tools Infinite Grail Node | |
| [中文](README.md) [EN](README_EN.md) | |
| [Manual](https://shimo.im/docs/Ee32m0w80rfLp4A2) | |
| [AIGODLIKE Community](www.aigodlike.com) | |
| # Chapter One: Preface | |
| #### Introduction | |
| > The Infinity Grail Tool is a blender AI tool developed by"只剩一瓶辣椒酱-幻之境开发小组"(a development team from China)based on the STABLE DIFFUISON ComfyUI core, which will be available to blender users in an open source & free fashion. | |
| ### Download Address | |
| ## [Blender Infinity Grail Node (ComfyUI Edition)](https://pan.baidu.com/s/1bnVWO9AuurPl2mn9Uc57vg?pwd=2333) | |
| ## [Google Driver](https://drive.google.com/drive/folders/1Akqh3qPt-Zzi_clqkoCwCl_Xjo78FfbM?usp=sharing) | |
| Video Tutorial | |
| #### Complete Collection Of Bilibili (Under Update) | |
| # [Blender x ComfyUI Node-Style AI Painting Adventure -00 Installation and Deployment (including Full Blood Version integration Pack)](https://www.bilibili.com/video/BV1Fo4y187HC/) | |
| Chapter Two: Introduction to All Nodes | |
| Editor:谷缘芷月、只剩一瓶辣椒酱、王也道长OS | |
| ## Sampling | |
| ### K Sampler | |
|  | |
| K Sampler can add the noise to the latent space and then gradually remove the noise to regenerate the latent space. | |
| #### Seed | |
| * Specifies the random seed to generate the noise | |
| * < Node random every run > The random seed of this sampler changes randomly every run after it is turned on | |
| * < Random All > The random seeds of all samplers change with each run after it is enabled | |
| #### Steps | |
| * Specifies the number of times to remove noise | |
| #### **CFG** | |
| * Control the effect of prompt on sampling | |
| #### Sampler | |
| * Specifies the sampler to use | |
| #### Scheduler | |
| * Specifies the scheduler to use,to adjust the degree of noise removal each time | |
| * karras:Nonlinear sampling | |
| * normal:Equidistant interval sampling | |
| * simple:Approximate equidistant interval sampling is the simplest scheduler | |
| * ddim_uniform:Official effect, recommended in combination with ddim | |
| * Normally, only karras is used | |
| #### Denoise | |
| * Specifies the amount of noise to be added, generally applicable to graph generation graphs. | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler Advanced](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-IJ7C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### K Sampler Advanced | |
|  | |
| #### Add Noise | |
| * Whether the switch adds noise | |
| #### Noise | |
| * Specifies the random seed to generate the noise | |
| * < Node random every run > The random seed of this sampler changes randomly every run after it is turned on | |
| * < Random All > The random seeds of all samplers change with each run after it is enabled | |
| #### Starting At Step | |
| * Specifies the number of steps to start adding noise | |
| #### Add Noise | |
| * Specifies the number of steps to end adding noise | |
| #### Return Residual Noise | |
| * Specifies whether to fully return undenoised waves, as reflected in the return noise screen | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Decoder](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Loader | |
| ### Checkpoint Simple Loader | |
| Able to load model, U-net, VAE encoder/decoder in checkpoint(safetensor) file, outputs as model, CLIP, VAE. | |
| #### Special Instructions | |
| * The loader automatically recognizes the size and version of the model, but it is not entirely accurate. | |
| * The default is not to limit CLIP depth, you can use <CLIP Set Last Layer > to limit CLIP | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-rwwQ 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Inverse CLIPcheckpoint loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-0ACT 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Diffusion Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-6ZiQ 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Set Last Layer](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-OFAv 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### **VAE L**oader | |
|  | |
| It is able to load VAE. | |
| #### Correlation Node | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-FJ4Q 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### LoRA Loader | |
|  | |
| It is able to load The LoRA model. | |
| #### Special Instructions | |
| * Can load LoHA, LoCON, LoKR and other models. | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-4xjf 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### CLIP Loader | |
|  | |
| It is able to load CLIP model. | |
| #### Correlation Node | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Inverse CLIPcheckpoint Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-0ACT 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### **ControlNet**Loader | |
|  | |
| It is able to load ControlNet model | |
| #### Correlation Node | |
| * [ControlNet Apply](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-x81Z 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Different ControlNet Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-cw0Z 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Different ControlNet Loader | |
|  | |
| Another loader capable of loading the ControlNet model. | |
| #### Correlation Node | |
| * [ControlNet Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-ZBu4 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Style Model Loader | |
| It is able to load style models. | |
| #### Correlation Node | |
| * [Style Model Apply](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jOYQ 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Visual Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-Gh0K 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### **CLIP**Visual Loader | |
|  | |
| It is able to load Clip Visual model | |
| #### Correlation Node | |
| * [CLIP Visual Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-Gh0K 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### unCLIP Checkpoint Loader | |
|  | |
| It is able to load the model in the Safecheckpoint file, the CLIP text layer, the VAE encoding/decoder and the CLIP visual layer, and the output is the model, CLIP, VAE and visual CLIP. | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Visual Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-Gh0K 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### **GLIGEN**Loader | |
|  | |
| It is able to load GLIGEN model. | |
| #### Correlation Node | |
| * [GLIGEN Text Box Apply](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-f2Ff 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### Hypernetwork Loader | |
|  | |
| It is able to load Hypernetwork。 | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ## Condition | |
| ### Style Model | |
| ### Style Model Apply | |
|  | |
| Apply the visual CLIP to the condition. | |
| #### Special Instructions | |
| * When other style conditions already exist in the upstream node, the style is superimposed with the upstream style. | |
| * CLIP visual encoding is required. | |
| #### Correlation Node | |
| * [CLIP Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-4xjf 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Visual Style Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-Bg14 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Visual Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-Gh0K 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### GLIGEN Language Based Image Generation | |
| #### GLIGEN Text Box Apply | |
| ##  | |
| This node restricts the specified text in the condition to the specified location. | |
| #### Width And Height | |
| * Specifies the area size. | |
| #### XY | |
| * Specifies the area location, with the coordinates being the upper-left corner. | |
| #### Special Instructions | |
| * Can be used superimposed to control the range of each prompt | |
| * If a condition exists upstream of the node tree, the condition is applied to the upstream node | |
| * When a condition is applied simultaneously on different scales, it can produce unpredictable results | |
| #### Correlation Node | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [GLIGEN Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-chaq 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### CLIP Text Encode | |
|  | |
| This node encodes the text content as a condition. | |
| #### Text | |
| * Be able to read Texture Inversion | Embedding,The use method is"embedding:embdding_name" | |
| * When multiple embedding needs to be read,use“embedding:emb_1,embedding:emb_2” | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-deRh 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### CLIP Set Last Layer | |
|  | |
| This node is able to limit the depth of the CLIP | |
| #### Stop At Clip Layer | |
| * When the value is -1, there is no limit | |
| * When the value is -2, stop before the last layer | |
| * When the value is -3, stop before the last 2 layers | |
| #### Special Instructions | |
| This node can cause the model to produce unpredictable results,some prompt may depend on this setting. | |
| #### Correlation node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Text Encoder](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### Conditioning Average | |
|  | |
| Average the two conditions by strength. | |
| #### Condition To Strength | |
| * Specify the mixing strength value. The smaller the value, the stronger the conditional source effect | |
| #### Special Instructions | |
| * If Condition Source contains multiple sets of conditions, only the first set of conditions is used | |
| ### Conditioning Combine | |
|  | |
| Combine two conditions. | |
| #### Special Instructions | |
| * It is a simply combination. | |
| * Usually used in conjunction with < conditional region >. | |
| * The combined conditions are output separately, different from the effect of entering a set of conditions at the same time. | |
| #### Correlation Node | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Conditioning Set Area](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-msbm 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Conditioning Set Area | |
|  | |
| Constraints are sampled in a specified area, and weights can be set. | |
| #### Width And Height | |
| * Specified area size. | |
| #### XY | |
| * Specified position,coordinates for the "sampling from" the top left corner of the latent first pixel. | |
| #### Strength | |
| * Designated Limit Strength | |
| #### Special Instructions | |
| * The function of this node is not to restrict the condition area | |
| * If there is a region without any conditions, the calculation returns the noise | |
| * If a condition exists on the upstream node, the condition overrides the upstream condition | |
| #### Correlation Node | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Conditioning Set Mask](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KiX1 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Conditioning Set Mask | |
|  | |
| Through the mask limit the condition sampling in the specified area, and the weight can be set. | |
| #### Strength | |
| * Specified Conditional Strength. | |
| #### Set Condition Area | |
| * Select whether to generate only in mask. | |
| #### Special Instructions | |
| * The function of this node is not to restrict the condition area. | |
| * there is a region without any conditions, the calculation returns the noise. | |
| * If a condition exists on the upstream node, the condition overrides the upstream condition. | |
| #### Correlation Node | |
| * [Conditioning Set Area](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-msbm 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Conditioning Combine](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-0pZn 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### CLIP Visual Encoder | |
|  | |
| Visual CLIP is used to encode images. | |
| #### Correlation Node | |
| * [unCLIP Checkpoint Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-0ACT 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Visual Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-USpG 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [unCLIP Conditioning](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-XZD8 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### unCLIP Conditioning | |
|  | |
| The visual CLIP encoded output image is applied to the condition. | |
| #### Special Instructions | |
| * This node applies only to the unCLIP model. | |
| #### Correlation Node | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Visual Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-Gh0K 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### ControlNet Apply | |
|  | |
| Apply ControlNet to conditions. | |
| #### Correlation Node | |
| * [ControlNet Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-ZBu4 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [CLIP Text Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-jthz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ## Latent Space | |
| ### Internal Complement Drawing | |
| ### VAE Encode For Inpaint | |
|  | |
| The encoded image is latent, and areas with a color value greater than 0.5 in the mask become the target of internal filling. | |
| #### Special Instructions | |
| * The mask input is stretched to the size of the input image. | |
| #### Correlation Node | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Example | |
|  | |
| ### Set latent Noise Mask | |
|  | |
| With noise overlay latent, the content outside the mask is replaced by noise. | |
| #### Special Instructions | |
| * The noise that is replaced affects the generation of the rest of the content | |
| * If the upstream node already has a noise mask, the noise replaces the upstream noise | |
| #### Correlation Node | |
| * [VAE Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-FJ4Q 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### | |
| ### Batch | |
| ### Latent From Batch | |
|  | |
| Select the node latent, the amount determined by < batch size >. | |
| #### Batch Index | |
| * Choose the latent on the field, 0 denotes the first one. | |
| #### Correlation Node | |
| * [Empty Latent Image](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-OpNE 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| #### Using Examples | |
|  | |
| ### Repeat Latent Batch | |
|  | |
| Copy batches a specified number of times. | |
| #### Amount | |
| * Specifies the number of times to copy | |
| * Keep the batch order when copying | |
| * lat_1, lat_2 → lat_1, lat_2, lat_1, lat_2 | |
| ### Rebatch Latents | |
|  | |
| Respecify the batch size. | |
| #### Batch Size | |
| * Respecify the batch size in each batch | |
| * When the total amount of the original lot is greater than the target amount, the original lot is split into a batch sequence of the specified size | |
| * When the total quantity of the original batch is not greater than the target quantity, output the original batch quantity | |
| #### Special Instructions | |
| * The number of batches output by this node is calculated simultaneously, rather than individually | |
| #### Using Examples | |
|  | |
| ### Transformation | |
| ### Latent Rotate | |
|  | |
| Rotate latent. | |
| #### Rotation | |
| * Rotate the specified angle clockwise. | |
| #### Correlation Node | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Latent Flip | |
|  | |
| Flip latent。 | |
| #### Correlation Node | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Latent Crop | |
|  | |
| Crop latent. | |
| #### Width And Height | |
| * Specifies the size of latent to be pruned out. | |
| #### XY | |
| * Specified position,coordinates for the "sampling from" the top left corner of the latent first pixel. | |
| #### Special Instructions | |
| * The output latent becomes the new latent instead of overwriting the external content with empty latent | |
| #### Correlation Node | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Latent Composite](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-DRGK 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### VAE Decode | |
|  | |
| Decode the latent into an image. | |
| #### Correlation Node | |
| * [Checkpoint Simple Loader](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KF2C 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-FJ4Q 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Decode Tiled](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-v4pB 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### VAE Encode | |
|  | |
| Encode the image to latent. | |
| #### Correlation Node | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [VAE Decode Tiled](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-yuDk 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Empty Latent Image | |
|  | |
| Generate an empty latent. | |
| #### Width And Height | |
| * Specify the latent size. | |
| #### Batch Size | |
| * Specifies the number of latent generated simultaneously. | |
| #### Special Instructions | |
| * The latent generated at the same time feeds directly to the downstream node,the first latent is automatically selected when <VAE decode > is used. | |
| * The use of latent random species in the same cohort is incremental,for example, 123, 124, 125. | |
| #### Correlation Node | |
| * [Latent Composite](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-DRGK 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Obtain Latent From The Batch](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-19QR 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Latent Upscale | |
|  | |
| Using the image processing algorithm to scale latent, you can specify the size after scaling. | |
| ### Upscale Method | |
| * Nearest - Exact: Copy the pixel closest to the original image. | |
| * Bilinear: Select 4 pixels connected in the original image and interpolate between 2 points. | |
| * Area: The same as "nearest - exact". | |
| * area:和临近-精确相同 | |
| #### Width and Height | |
| * Specifies the size of latent to scale to. | |
| #### Crop | |
| * Whether to crop the original image. | |
| * If not opened, the latent stretches to match the target width and height. | |
| #### Correlation Node | |
| * [Image Scale](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-PieC 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Latent Composite | |
|  | |
| Composite "sample from" to "sample to". | |
| #### XY | |
| * Specified position,coordinates for the "sampling from" the top left corner of the latent first pixel. | |
| #### Special Instructions | |
| Blend two latent based on the color value of the mask,the output is (1-mask) *destination+mask*source. | |
| #### Correlation Node | |
| * [Empty Latent Image](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-OpNE 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [K Sampler](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-UvgV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Latent Composite Masked](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-KXj5 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Latent Composite Masked | |
|  | |
| Similar to <Latent Composite>,eclosion is not available, masks can be used. | |
| #### XY | |
| * Specified position,coordinates for the "sampling from" the top left corner of the latent first pixel. | |
| #### Special Instructions | |
| * The two latent values were mixed based on the color value of the mask and the output was (1-mask)*destination+mask*source. | |
| #### Correlation Node | |
| * [Empty Latent Image](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-DRGK 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ## Image Scale | |
|  | |
| Scale the image using an image processing algorithm,ability to specify the size after scaling. | |
| #### Amplification Method | |
| * Nearest - Exact: Copy the pixel closest to the original image. | |
| * Bilinear: Select 4 pixels connected in the original image and interpolate between 2 points. | |
| * Area: The same as "Nearest - Exact". | |
| #### Width and Height | |
| * Specifies the size to which the image is to be scaled | |
| #### Crop | |
| * Whether to crop the original image | |
| * If not enabled, the image will be stretched to fit the target width and height | |
| #### Correlation Node | |
| * [Image Upscale With Model](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-5JVV 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Image Upscale With Model | |
|  | |
| Upscale the image using a upscale model. | |
| #### Correlation Node | |
| * [Image Scale](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-PieC 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Post-Processing | |
| ### Image Blend | |
|  | |
| Using the algorithm to blend two images. | |
| ### Blend Mode | |
| * Soft Light: | |
| * img2 <= 0.5, | |
| * img1 - (1 - 2 * img2) * img1 * (1 - img1), | |
| * img2 > 0.5, | |
| * (1 - 2 * img2)* img1 * (1 - img1) + img1^2 | |
| * Overlay: | |
| * img1 <= 0.5, | |
| * 2 * img1 * img2, | |
| * img1 > 0.5 | |
| * 1 - 2 * (1 - img1) * (1 - img2) | |
| * Screen:1 - (1 - img1) * (1 - img2) | |
| * Multiply:img1 * img2 | |
| * Normal:img2 | |
| ### Image Blur | |
|  | |
| Use algorithms to blur images. | |
| #### Blur Radius | |
| * The larger the value, the stronger the blur effect | |
| #### Sigma Coefficient | |
| * The larger the value, the greater the blur range. | |
| ### Image Quantize | |
|  | |
| Use an algorithm to quantify the image. | |
| #### Colors | |
| * Specifies the number of colors used to represent the image | |
| #### Dither | |
| * Whether to reduce the ribbon by adding a small amount of noise | |
| ### Image Sharpen | |
|  | |
| Use algorithms to sharpen images. | |
| #### Sharpen Radius | |
| * The greater the value, the greater the sharpening range | |
| #### Alpha | |
| * The greater the value, the greater the sharpening intensity | |
| ### Save Image | |
|  | |
| Save the image on the web side. | |
| #### Correlation Node | |
| * [Save](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-zU1U 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Preview Image | |
|  | |
| Preview the image on the web side. | |
| blender interface not applicable. | |
| #### Correlation Node | |
| * [Preview](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-3UOO 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Load Image | |
|  | |
| Load the image on the web side. | |
| blender interface not applicable. | |
| #### Correlation Node | |
| * [Input Image](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-2J6R 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Image Invert | |
|  | |
| Set all colors in the image to invert. | |
| ### Image Pad For Outpaint | |
|  | |
| Image extension node suitable for supplementary painting. | |
| Image output complement is 0, the original image unchanged; Mask output is 1, the original image is 0. | |
| #### Up, Down, Left, Right | |
| * Extend outward in the specified direction. | |
| ## Mask | |
| ### Load Image Mask | |
|  | |
| Load the mask on the web side. | |
| blender interface not applicable. | |
| #### Correlation Node | |
| * [Mask](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-SBvb 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Mask To Image | |
|  | |
| Convert the mask to a image. | |
| ### Image To Mask | |
|  | |
| Convert the image to a mask according to the specified channel,masks are 0-1 grayscale maps that do not retain color. | |
| ### Solid Mask | |
|  | |
| Generates a solid mask. | |
| #### Value | |
| * Specifies the mask color value. | |
| #### Width And Height | |
| * Specifies the mask size. | |
| ### Invert Mask | |
|  | |
| Invert the mask color value. | |
| The output is (1-value). | |
| ### Crop Mask | |
|  | |
| Crop the mask. | |
| #### XY | |
| * Specified position,coordinates for the "sampling from" the top left corner of the latent first pixel. | |
| #### Width And Height | |
| * Specifies the size of the mask to crop out. | |
| ### Mask Composite | |
|  | |
| Mix the two masks according to the algorithm. | |
| #### XY | |
| * Specified position,coordinates for the "sampling from" the top left corner of the latent first pixel. | |
| #### Operation | |
| * multiply:target * source | |
| * add:target + source | |
| * substract:target - source | |
| ### Feather Mask | |
|  | |
| Feather from edge to center. | |
| #### Up, Down, Left ,Right | |
| * The amount of feathering in the specified direction. | |
| #### Special Instructions | |
| * Feathering is feathering from the original color value to 0. | |
| ## Test | |
| ### VAE Decode Tiled | |
|  | |
| Similar to <VAE Decode >. It takes longer, has lower quality, and requires less VRAM. | |
| #### Correlation Node | |
| * [VAE Decode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-T9uA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### VAE Encode Tiled | |
|  | |
| Similar to <VAE Encode>. It takes longer, has lower quality, and requires less VRAM. | |
| #### Correlation Node | |
| * [VAE Encode](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-FJ4Q 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Tome Patch Model | |
|  | |
| Use extra tokens in the "Tome model" to speed up generation. | |
| #### Ratio | |
| * Indicates the ratio of the combined tokens. | |
| ### Load Latent | |
|  | |
| Load the latent space on the web side. | |
| blender interface not applicable. | |
| ### Save Latent | |
|  | |
| Save the latent space on the web side. | |
| ## Advanced | |
| ## Loader | |
| ### **Checkpoint**Loader | |
|  | |
| The node that will load the model, U-net and VAE encoding/decoder from the Safecheckpoint file, and output them as the model, CLIP and VAE, is capable of defining the configuration file of the model. | |
| This node is not recommended unless you understand the model you are working with. | |
| ### Diffusers Loader | |
|  | |
| Ability to load diffusers models. | |
| ## Preprocessor | |
| ### Edge Line | |
| ### Canny Edge Preprocessor | |
|  | |
| The Canny algorithm is used to process the image. | |
| #### Low And High Threshold | |
| * Low Threshold : Control the weak edge detection threshold | |
| * High Threshold : Control the strong edge detection threshold | |
| #### L2 Gradient | |
| * Select whether to use L2 operation. | |
| * L2 is more accurate than L1, but it reduces the speed of calculation. | |
| ### M-LSD Preprocessor | |
|  | |
| Using the M - LSD algorithm to process the image. | |
| #### Score Threshold | |
| * Control the threshold of detection lines. Lines with confidence lower than the threshold will not be detected as edges | |
| #### Distance Threshold | |
| * Control the threshold of line distance. When the distance between lines is lower than the threshold, it will be merged | |
| ### HED Preprocessor | |
|  | |
| Use HED algorithm to process images. | |
| #### Version | |
| * Selection algorithm version | |
| #### Safe | |
| * Choose whether to increase the stability of the line, specifically for clearer lines | |
| ### Scribble Preprocessor | |
|  | |
| Use Scribble algorithm to process images. | |
| ### FakeScribble Preprocessor | |
|  | |
| Use FakeScribble algorithm to process images. | |
| ### Binary Preprocessor | |
|  | |
| Use Binary algorithm to process images. | |
| #### Threshold | |
| * Pixels with a color value above the threshold are treated as 1, and pixels with a color value below the threshold are treated as 0 | |
| * When the threshold is 0, the effect is the same as 255 | |
| ### PiDiNet Preprocessor | |
|  | |
| Use PiDiNet algorithm to process images. | |
| #### Increase Stability | |
| * Choose whether to increase the stability of the line, specifically for clearer lines. | |
| ### Normal Depth Map | |
| ### Midas-DepthMap Preprocessor | |
|  | |
| Using Midas DepthMap algorithm processing image. | |
| #### A | |
| * The Angle of inclination of the depth projection onto the image | |
| #### Background Threshold | |
| * Specifies the threshold for removing the background | |
| #### Correlation Node | |
| * [Leres-DepthMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-ag5w 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Zoe-DepthMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-1jyt 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### MiDaS-NormalMap Preprocessor | |
| ##  | |
| Using Midas NormalMap algorithm processing image. | |
| #### A | |
| * Specifies the rotation Angle of the normal graph | |
| #### Background Threshold | |
| * Specifies the threshold for removing the background | |
| #### Correlation Node | |
| * [BAE-NormalMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-SAg2 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### LeRes-DepthMap Preprocessor | |
| ##  | |
| Using LeRes DepthMap algorithm processing image. | |
| #### Removal Nearest | |
| * Specifies the threshold at which the identified depth nearest is removed, as if the portion larger than this value is replaced by 1. | |
| #### Remove Background | |
| * Specifies the threshold for removing the recognized depth background, as if the parts less than this value are replaced by 0. | |
| #### Correlation Node | |
| * [Midas-DepthMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-5J2z 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Zoe-DepthMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-1jyt 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Zoe-DepthMap Preprocessor | |
| ##  | |
| Using Zoe DepthMap algorithm processing image. | |
| #### Correlation Node | |
| * [Midas-DepthMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-5J2z 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| * [Leres-DepthMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-ag5w 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### BAE-NormalMap Preprocessor | |
|  | |
| Using BAE NormalMap algorithm processing image. | |
| #### Correlation Node | |
| * [Midas-NormalMap Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-eWIz 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Pose | |
| ### Openpose Preprocessor | |
|  | |
| Using Openpose algorithm processing image. | |
| #### Detection | |
| * Select whether to detect the corresponding part | |
| #### Version | |
| * Selection algorithm version | |
| #### Correlation Node | |
| * [MediaPipe-HandPose Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-IWSt 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### MediaPipe-HandPose Preprocessor | |
|  | |
| Using MediaPipe HandPose algorithm processing image. | |
| ### Detection Posture | |
| * Select whether to detect torso posture. | |
| ### Detecting Hand | |
| * Choose whether to test the hand. | |
| #### Correlation Node | |
| * [Openpose Preprocessor](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-18Qf 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Semantic Segmentation | |
| ### SemSeg Preprocessor | |
|  | |
| Using SemSeg algorithm processing image. | |
| ### Face Mesh | |
| ### MediaPipe-FaceMesh Preprocessor | |
|  | |
| Using MediaPipe HandPose algorithm processing image. | |
| #### Maximum Faces | |
| * Specifies the maximum number of faces to detect. | |
| #### Minimum Confidence | |
| * Specifies the minimum threshold for determining the face. | |
| ### Color Style | |
| ### Color Preprocessor | |
|  | |
| Using Color algorithm processing image. | |
| ### Tile Preprcessor | |
|  | |
| ## Blender | |
| ### Input | |
|  | |
| Load images in blender interface. | |
| Not applicable to the web side. | |
| #### Input Mode | |
| * Input : Directly input the picture and process it into a recognizable form | |
| * Render: The input image may contain render elements or transparent channels that require secondary preprocessing | |
| #### Correlation Node | |
| * [Load Image](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-XDch 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Mask | |
|  | |
| Load the mask in blender interface. | |
| Not applicable to the web side. | |
| #### Special Instructions | |
| * Objects in the scene can be selected to enter the mask directly | |
| #### Correlation Node | |
| * [Load Image Mask](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-CHEo 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Save | |
|  | |
| Save the image in blender interface. | |
| Not applicable to the web side. | |
| #### Correlation Node | |
| * [Save](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-fLas 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
| ### Preview | |
|  | |
| Preview the image in blender interface. | |
| Not applicable to the web side. | |
| #### Special Instructions | |
| * Preview images do not contain image metadata | |
| * The preview folder is emptied at each startup | |
| #### Correlation Node | |
| * [Preview](https://shimo.im/docs/Ee32m0w80rfLp4A2#anchor-djAA 《无限圣杯AI节点(ComfyUI)使用者手册》) | |
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