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✨🍬Planning to help this branch stay alive and any issues will try to solve or fix .. But will be slow as I run many github repos . before raising any issues, please update comfyUI to the latest and esnure all the required packages are updated ass well. Share your workflow in issues to retest same at our end and update the patch.🍬

<b> Efficiency Nodes for ComfyUI Version 2.0+

A collection of <a href="https://github.com/comfyanonymous/ComfyUI" >ComfyUI</a> custom nodes to help streamline workflows and reduce total node count.

Releases

Please check out our WIKI for any use cases and new developments including workflow and settings.<br> Efficiency Nodes Wiki<br>

Nodes:

<!--------------------------------------------------------------------------------------------------------------------------------------------------------> <details> <summary><b>Efficient Loader</b> & <b>Eff. Loader SDXL</b></summary> <ul> <li>Nodes that can load & cache Checkpoint, VAE, & LoRA type models. <i>(cache settings found in config file 'node_settings.json')</i></li> <li>Able to apply LoRA & Control Net stacks via their <code>lora_stack</code> and <code>cnet_stack</code> inputs.</li> <li>Come with positive and negative prompt text boxes. You can also set the way you want the prompt to be <a href="https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb">encoded</a> via the <code>token_normalization</code> and <code>weight_interpretation</code> widgets.</li> <li>These node's also feature a variety of custom menu options as shown below. <p></p><img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes//NodeMenu%20-%20Efficient%20Loaders.png" width="240" style="display: inline-block;"></p> <p><i>note: "🔍 View model info..." requires <a href="https://github.com/pythongosssss/ComfyUI-Custom-Scripts">ComfyUI-Custom-Scripts</a> to be installed to function.</i></p></li> <li>These loaders are used by the <b>XY Plot</b> node for many of its plot type dependencies.</li> </ul> <p align="center"> <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20Efficient%20Loader.png" width="240" style="display: inline-block;"> <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20Eff.%20Loader%20SDXL.png" width="240" style="display: inline-block;"> </p> </details> <!--------------------------------------------------------------------------------------------------------------------------------------------------------> <details> <summary><b>KSampler (Efficient)</b>, <b>KSampler Adv. (Efficient)</b>, <b>KSampler SDXL (Eff.)</b></summary> <p align="center"> <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20KSampler%20(Efficient).png" width="240"> &nbsp; &nbsp; &nbsp; <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20KSampler%20Adv.%20(Efficient).png" width="240"> &nbsp; &nbsp; &nbsp; <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20KSampler%20SDXL%20(Eff.).png" width="240"> </p> </details> <!--------------------------------------------------------------------------------------------------------------------------------------------------------> <details> <summary><b>Script Nodes</b></summary> </details> <!--------------------------------------------------------------------------------------------------------------------------------------------------------> <details> <summary><b>Image Overlay</b></summary> <ul> <li>Node that allows for flexible image overlaying. Works also with image batches.</li> </ul> <p align="center"> <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/Image%20Overlay%20-%20Node%20Example.png" width="1080"> </p> </details> <!--------------------------------------------------------------------------------------------------------------------------------------------------------> <details> <summary><b>SimpleEval Nodes</b></summary> <ul> <li>A collection of nodes that allows users to write simple Python expressions for a variety of data types using the <i><a href="https://github.com/danthedeckie/simpleeval" >simpleeval</a></i> library.</li> <li>To activate you must have installed the simpleeval library in your Python workspace.</li> <pre>pip install simpleeval</pre> </ul> <p align="center"> <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20Evaluate%20Integers.png" width="320"> &nbsp; &nbsp; <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20Evaluate%20Floats.png" width="320"> &nbsp; &nbsp; <img src="https://github.com/LucianoCirino/efficiency-nodes-media/blob/main/images/nodes/NODE%20-%20Evaluate%20Strings.png" width="320"> </p> </details> <!--------------------------------------------------------------------------------------------------------------------------------------------------------> <details> <summary><b>Latent Upscale nodes</b></summary> <ul> <li>Forked from NN latent this node provides some remarkable neural enhancement to the latents making scaling a cool task</li> <li>Both NN latent upscale and Latent upscaler does the Latent improvemnet in remarkable ways. If you face any issue regarding same please install the nodes from this link([SD-Latent-Upscaler](https://github.com/city96/SD-Latent-Upscaler) and the NN latent upscale from [ComfyUI_NNlatentUpscale](https://github.com/Ttl/ComfyUi_NNLatentUpscale) </li> </ul> <p align="center"> <img src="images/2023-12-08_19-53-37.png" width="320"> &nbsp; &nbsp; <img src="images/2023-12-08_19-54-11.png" width="320"> &nbsp; &nbsp; </p> </details>

Workflow Examples:

Kindly load all PNG files in same name in the (workflow driectory) to comfyUI to get all this workflows. The PNG files have the json embedded into them and are easy to drag and drop !<br>

  1. HiRes-Fixing<br> <img src="https://github.com/jags111/efficiency-nodes-comfyui/blob/main/workflows/HiResfix_workflow.png" width="800"><br>

  2. SDXL Refining & Noise Control Script<br> <img src="https://github.com/jags111/efficiency-nodes-comfyui/blob/main/workflows/SDXL_base_refine_noise_workflow.png" width="800"><br>

  3. XY Plot: LoRA <code>model_strength</code> vs <code>clip_strength</code><br> <img src="https://github.com/jags111/efficiency-nodes-comfyui/blob/main/workflows/Eff_XYPlot%20-%20LoRA%20Model%20vs%20Clip%20Strengths01.png" width="800"><br>

  4. Stacking Scripts: XY Plot + Noise Control + HiRes-Fix<br> <img src="https://github.com/LucianoCirino/efficiency-nodes-comfyui/blob/v2.0/workflows/XYPlot%20-%20Seeds%20vs%20Checkpoints%20%26%20Stacked%20Scripts.png" width="800"><br>

  5. Stacking Scripts: HiRes-Fix (with ControlNet)<br> <img src="https://github.com/jags111/efficiency-nodes-comfyui/blob/main/workflows/eff_animatescriptWF001.gif" width="800"><br>

  6. SVD workflow: Stable Video Diffusion + Kohya Hires* (with latent control)<br>

    <br>

Dependencies

The python library <i><a href="https://github.com/danthedeckie/simpleeval" >simpleeval</a></i> is required to be installed if you wish to use the Simpleeval Nodes.

<pre>pip install simpleeval</pre>

Also can be installed with a simple pip command <br> 'pip install simpleeval'

A single file library for easily adding evaluatable expressions into python projects. Say you want to allow a user to set an alarm volume, which could depend on the time of day, alarm level, how many previous alarms had gone off, and if there is music playing at the time.

check Notes for more information.

Install:

To install, drop the "efficiency-nodes-comfyui" folder into the "...\ComfyUI\ComfyUI\custom_nodes" directory and restart UI.

Todo

[ ] Add guidance to notebook

Comfy Resources

Efficiency Linked Repos

Guides:

If you create a cool image with our nodes, please show your result and message us on twitter at @jags111 or @NeuralismAI .

You can join the <a href="https://discord.gg/vNVqT82W" alt="Neuralism Discord"> NEURALISM AI DISCORD </a> or <a href="https://discord.gg/UmSd4qyh" alt =Jags AI Discord > JAGS AI DISCORD </a> Share your work created with this model. Exchange experiences and parameters. And see more interesting custom workflows.

Support us in Patreon for more future models and new versions of AI notebooks.

My buymeacoffee.com pages and links are here and if you feel you are happy with my work just buy me a coffee !

<a href="https://www.buymeacoffee.com/jagsAI"> coffee for JAGS AI</a>

Thank you for being awesome!

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