Comfyanonymous examples

Comfyanonymous examples. ComfyUI Examples. Edit models also called InstructPix2Pix models are models that can be used to edit images using a text prompt. You can Load these images in ComfyUI to get the full workflow. Note that you can omit the filename extension so these two are equivalent: embedding:SDA768. safetensors (5. Img2Img works by loading an image like this example image, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. These are examples demonstrating how to do img2img. x, SD2. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. - Releases · comfyanonymous/ComfyUI You signed in with another tab or window. Put the GLIGEN model files in the ComfyUI/models/gligen directory. Installing. Audio Examples Stable Audio Open 1. - comfyanonymous/ComfyUI The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Blog Learn how to create stunning UI designs with ComfyUI, a powerful tool that integrates with ThinkDiffusion. 1 background image and 3 subjects. The proper way unCLIP Model Examples. 0. It basically lets you use images in your prompt. Download the model. Each ControlNet/T2I adapter needs the image that is passed to it to be in a specific format like depthmaps, canny maps and so on depending on the specific model if you want good results. Stable Zero123 is a diffusion model that given an image with an object and a simple background can generate images of that object from different angles. Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Regular Full Version Files to download for the regular version Video Examples Image to Video. XLab and InstantX + Shakker Labs have released Controlnets for Flux. This repo contains examples of what is achievable with ComfyUI. ComfyUI Examples. Download hunyuan_dit_1. 2. Here’s a simple example of how to use controlnets, this example uses the scribble controlnet and the AnythingV3 model. These are examples demonstrating how to use Loras. Hires fix is just creating an image at a lower resolution, upscaling it and then sending it through img2img. 8. To give you an idea of how powerful it is: StabilityAI, the creators of Stable Diffusion, use ComfyUI to test Stable Diffusion internally. As of writing this there are two image to video checkpoints. LCM Examples. Hypernetworks are patches applied on the main MODEL so to use them put them in the models/hypernetworks directory and use the Hypernetwork Loader node like this: You can apply multiple hypernetworks by chaining multiple Hypernetwork Loader nodes in sequence. Here are the official checkpoints for the one tuned to generate 14 frame videos and the one for 25 frame videos. Hunyuan DiT 1. setup() is a good place to do this, since the page has fully loaded. You can use more steps to increase the quality. This is what the workflow looks like in ComfyUI: SDXL Examples. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples Installing ComfyUI Features The text box GLIGEN model lets you specify the location and size of multiple objects in the image. SD3 Examples. unCLIP models are versions of SD models that are specially tuned to receive image concepts as input in addition to your text prompt. This works just like you’d expect - find the UI element in the DOM and add an eventListener. 1 Dev Flux. Put them in the ComfyUI/models/checkpoints folder. These are examples demonstrating how you can achieve the “Hires Fix” feature. safetensors and put it in your ComfyUI/models/loras directory. Instead, you can use Impact/Inspire Pack's KSampler with Negative Cond Placeholder. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Written by comfyanonymous and other contributors. Asynchronous Queue system. Img2Img Examples. These examples are done with the WD1. Reload to refresh your session. The most powerful and modular stable diffusion GUI and backend. Features. Explore 10 cool workflows and examples. Download it and place it in your input folder. unCLIP Model Examples unCLIP models are versions of SD models that are specially tuned to receive image concepts as input in addition to your text prompt. 1 Pro Flux. Download aura_flow_0. You signed in with another tab or window. Here is a link to download pruned versions of the supported GLIGEN model files. Lora Examples. If using GIMP make sure you save the values of the transparent pixels for best results. Stable cascade is a 3 stage process, first a low resolution latent image is generated with the Stage C diffusion model. Area Composition Examples. 1 Hypernetwork Examples. Examples page. GLIGEN Examples. 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 The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Here is an example. This first example is a basic example of a simple merge between two different checkpoints. Examples of ComfyUI workflows. safetensors for the example below), the Depth controlnet here and the Union Controlnet here. 5 beta 3 illusion model. LCM loras are loras that can be used to convert a regular model to a LCM model. Note that in ComfyUI txt2img and img2img are the same node. . Action Movies & Series; Animated Movies & Series; Comedy Movies & Series; Crime, Mystery, & Thriller Movies & Series; Documentary Movies & Series; Drama Movies & Series In most UIs adjusting the LoRA strength is only one number and setting the lora strength to 0. If you want to use text prompts you can use this example: Note that the strength option can be used to increase the effect each input image has on the final output. You can load this image in ComfyUI to get the full workflow. safetensors from this page and save it as t5_base. github. 3D Examples Stable Zero123. comfyanonymous has 12 repositories available. Github Repo: https://github. 5GB) and sd3_medium_incl_clips_t5xxlfp8. For example: 896x1152 or 1536x640 are good resolutions. safetensors (10. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. The total steps is 16. You can find the InstantX Canny model file here (rename to instantx_flux_canny. pt embedding in the previous picture. Upscale Model Examples Here is an example of how to use upscale models like ESRGAN. safetensors and put it in your ComfyUI/checkpoints directory. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. com/comfyanonymous/ComfyUI. - comfyanonymous/ComfyUI Textual Inversion Embeddings Examples. Dec 5, 2023 · This ui will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. This latent is then upscaled using the Stage B diffusion model. [1] ComfyUI looks Feature/Version Flux. Regular KSampler is incompatible with FLUX. Upscale Model Examples. In this example we will be using this image. Flux is a family of diffusion models by black forest labs. Aug 2, 2024 · You signed in with another tab or window. Follow their code on GitHub. User profile of comfy on Hugging Face. With the positions of the subjects changed: You can see that the subjects that were composited from different noisy latent images actually interact with each other because I put "holding hands" in the prompt. - GitHub - comfyanonymous/ComfyUI at therundown website ComfyUI. This image contain 4 different areas: night, evening, day, morning. 1 Schnell; Overview: Cutting-edge performance in image generation with top-notch prompt following, visual quality, image detail, and output diversity. Fully supports SD1. 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. Aug 1, 2024 · Expected Behavior Run the inference Actual Behavior After 273. Hunyuan DiT Examples. LCM Lora. Here is the input image I used for this workflow: T2I-Adapter vs ControlNets. Hunyuan DiT is a diffusion model that understands both english and chinese. Flux. You can then load up the following image in ComfyUI to get the workflow: AuraFlow 0. - comfyanonymous/ComfyUI. You switched accounts on another tab or window. Ctrl + C/Ctrl + V Copy and paste selected nodes (without maintaining connections to outputs of unselected nodes) Ctrl + C/Ctrl + Shift + V Copy and paste selected nodes (maintaining connections from outputs of unselected nodes to inputs of pasted nodes) There is a portable standalone build for 2 Pass Txt2Img (Hires fix) Examples. Download it, rename it to: lcm_lora_sdxl. Mar 22, 2023 · I tried looking at the examples to see if I could spot a pattern in use cases; I noticed the "simple" sample type was used in the Img2Img type of examples, and Normal was used if it was the initial gen, but I'm not sure if this is the correct way for me to be interpreting these things. Here is an example for how to use Textual Inversion/Embeddings. Text box GLIGEN. This example contains 4 images composited together. To use an embedding put the file in the models/embeddings folder then use it in your prompt like I used the SDA768. - comfyanonymous/ComfyUI SDXL Turbo Examples. AuraFlow Examples. In this following example the positive text prompt is zeroed out in order for the final output to follow the input image more closely. To use it properly you should write your prompt normally then use the GLIGEN Textbox Apply nodes to specify where you want certain objects/concepts in your prompts to be in the image. Installing ComfyUI. Apr 5, 2023 · You signed in with another tab or window. These are examples demonstrating the ConditioningSetArea node. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. The LCM SDXL lora can be downloaded from here. This image has had part of it erased to alpha with gimp, the alpha channel is what we will be using as a mask for the inpainting. Here is the workflow for the stability SDXL edit model, the checkpoint can be downloaded from: here. SDXL Turbo is a SDXL model that can generate consistent images in a single step. safetensors to your ComfyUI/models/clip/ directory. See full list on github. Since general shapes like poses and subjects are denoised in the first sampling steps this lets us for example position subjects with specific poses anywhere on the image while keeping a great amount of consistency. The difference between both these checkpoints is that the first contains only 2 text encoders: CLIP-L and CLIP-G while the other one Inpaint Examples. Images are encoded using the CLIPVision these models come with and then the concepts extracted by it are passed to the main model when sampling. 1GB) can be used like any regular checkpoint in ComfyUI. They have since hired Comfyanonymous to help them work on internal tools. Capture UI events. 31 seconds, it throws an exception Steps to Reproduce Upload the example workflow for DEV version https://comfyanonymous. Here is an example: You can load this image in ComfyUI to get the workflow. pt You signed in with another tab or window. x, SDXL, Stable Video Diffusion, Stable Cascade, SD3 and Stable Audio. Image Edit Model Examples. Aug 2, 2024 · Good, i used CFG but it made the image blurry, i used regular KSampler node. Here is an example of how to use upscale models like ESRGAN. The text box GLIGEN model lets you specify the location and size of multiple objects in the image. T2I-Adapters are much much more efficient than ControlNets so I highly recommend them. AuraFlow 0. com Flux Examples. You signed out in another tab or window. LCM models are special models that are meant to be sampled in very few steps. AuraFlow is one of the only true open source models with both the code and the weights being under a FOSS license. Contribute to comfyanonymous/ComfyUI_examples development by creating an account on GitHub. This upscaled latent is then upscaled again and converted to pixel space by the Stage A VAE. 8 for example is the same as setting both strength_model and strength_clip to 0. The SD3 checkpoints that contain text encoders: sd3_medium_incl_clips. Dec 19, 2023 · ComfyUI was created in January 2023 by Comfyanonymous, who created the tool to learn how Stable Diffusion works. comfyanonymous/Freeway_Animation_Hunyuan_Demo_ComfyUI_Converted ComfyUI. 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. io/Comf In this example we will be using this image. For the easy to use single file versions that you can easily use in ComfyUI see below: FP8 Checkpoint Version. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. izyftpkl ztmnl tayr mgxeka vnbpnd xuwmxl rgv mjvti uyytg qjmwui