Stable Diffusion - Midjourney Mimic LoRA - Check it out!

Kleebz Tech AI
31 Mar 202406:29

TLDRIn this video, Rodney from Kleebz Tech explores the Mid Journey Mimic LoRA, designed to replicate Mid Journey 5.2 model results using Stable Diffusion. He tests it with Fooocus, using a consistent seed and checkpoint for fairness. The LoRA enhances details, colors, and background depth, with a recommended weight range of .1 to .8. Rodney shares his findings, noting that lower weights sometimes produce preferable results, and provides a link for download. He also compares the standard and LoRA-enhanced images, ultimately recommending the LoRA for those seeking a Mid Journey aesthetic.

Takeaways

  • 🌟 The video discusses using LoRA (Low-Rank Adaptation) to achieve Mid Journey-like results with Stable Diffusion.
  • 🛠️ The 'Mid Journey Mimic' LoRA is designed to mimic the Mid Journey 5.2 model's style.
  • 🎨 The LoRA acts as a detail tweaker, color enhancer, and background depth enhancer for images.
  • 📌 It is recommended to use the LoRA with a weight between .1 to .8 for optimal results.
  • 🚫 Experiments showed that using weights above .8 can lead to colored and smooth edges that may break proportions.
  • 🔍 The video creator used Fooocus as the primary tool for Stable Diffusion and for testing the LoRA.
  • 📸 All images were generated using Fooocus V2 prompt expansion, with no cherry-picking of good images.
  • 📋 The video provides instructions on how to add models to Fooocus and where to save downloaded LoRAs.
  • 💡 The video creator shares personal preferences on the LoRA's effectiveness at different weight settings.
  • 🔗 A link to the Mid Journey Mimic LoRA will be included in the video description for easy access.
  • 👍 The video encourages viewers to share tips and suggestions for other good LoRAs in the comments section.

Q & A

  • What is the main topic of the video?

    -The main topic of the video is an introduction and demonstration of using a LoRA (Low-Rank Adaptation) called Mid Journey Mimic with Stable Diffusion to achieve results similar to Mid Journey 5.2 model.

  • Who is the speaker of the video?

    -The speaker of the video is Rodney from Kleebz Tech.

  • What tool did Rodney primarily use for the demonstration?

    -Rodney primarily used Fooocus as his Stable Diffusion tool for the demonstration.

  • How does the Mid Journey Mimic LoRA enhance images?

    -The Mid Journey Mimic LoRA enhances images by acting as a detail tweaker, color enhancer, and background depth enhancer.

  • What weight range is recommended for using the Mid Journey Mimic LoRA?

    -The recommended weight range for using the Mid Journey Mimic LoRA is from .1 to .8.

  • What were the results like when using the Mid Journey Mimic LoRA with higher weights?

    -Using the Mid Journey Mimic LoRA with weights higher than .8 resulted in images that were overly colored and had broken proportions.

  • How does one add the Mid Journey Mimic LoRA to Fooocus?

    -To add the Mid Journey Mimic LoRA to Fooocus, one needs to download it, place it into the Fooocus models folder, and then select it from the dropdown menu in the application.

  • What were Rodney's overall impressions of the Mid Journey Mimic LoRA?

    -Rodney found the Mid Journey Mimic LoRA to be effective, especially at weights around 0.5, and liked the results it produced, although he noted that none of the images were perfect and the preference varied depending on the specific image.

  • How did Rodney compare the Mid Journey Mimic LoRA with the standard settings?

    -Rodney compared the Mid Journey Mimic LoRA with the standard settings by running the same prompts under both conditions and observed that the LoRA influenced images had a more Mid Journey-like style, which he found appealing in most cases.

  • What feedback does Rodney encourage viewers to share?

    -Rodney encourages viewers to share any tips for getting better results with the Mid Journey Mimic LoRA, as well as suggestions for other good LoRAs, in the comments section of the video.

  • Where can viewers find more information about the Mid Journey Mimic LoRA?

    -Viewers can find more information about the Mid Journey Mimic LoRA, including its overwhelmingly positive ratings and reviews, on the civit ai.com website.

Outlines

00:00

🎥 Introduction to Mid Journey Mimic with LoRA

In this introductory segment, Rodney from Kleebz Tech discusses the possibility of achieving Midjourney-like results using Stable Diffusion through a four-step process. He introduces the Mid Journey Mimic, a tool designed to replicate the Mid Journey 5.2 model's output using Stable Diffusion. Rodney shares his experience with Mid Journey and details his experiment using Fooocus, his primary Stable Diffusion tool, to test the Mid Journey Mimic. He explains his methodology, including the use of the same seed and checkpoint, and the Juggernaut XL version 8. Rodney also discusses the recommended weight range for using the LoRA and shares his findings from experimenting with different weights.

05:02

📚 How to Use and Download Mid Journey Mimic LoRA

This segment provides a tutorial on how to add the Mid Journey Mimic LoRA to Fooocus. Rodney explains the process of downloading the LoRA, placing it in the Fooocus models folder, and the importance of refreshing all files to recognize the new addition. He also provides guidance on selecting the LoRA from the dropdown menu and adjusting its weight according to the recommended range. Rodney further clarifies that his video includes a link to the LoRA in the description and offers assistance for those unfamiliar with adding models to Fooocus through a dedicated video with detailed instructions.

🌟 Comparing Results with and without Mid Journey Mimic LoRA

In this part of the video script, Rodney presents a detailed comparison of image results with and without the Mid Journey Mimic LoRA. He shares his observations on the impact of the LoRA on various images, noting that the LoRA seems to enhance details, colors, and background depth. Rodney provides specific feedback on different images, such as the wizard, Woman Dancing in the Street, and Tranquil Forest at Sunrise, highlighting the effectiveness of the LoRA at certain weights. He also discusses his preference for certain images over others and shares his overall satisfaction with the LoRA's performance.

🚀 Final Thoughts and Encouragement for Further Exploration

Rodney concludes the video by sharing his final thoughts on the Mid Journey Mimic LoRA. He acknowledges the positive ratings and reviews the LoRA has received on the civit ai.com website and encourages viewers to download and experiment with the LoRA. Rodney invites viewers to share tips for getting better results with the LoRA in the comments section and expresses his openness to suggestions for other useful LoRAs. He also mentions his plans to create more videos like this and encourages viewers to enjoy the process of creating.

Mindmap

Keywords

💡Midjourney

Midjourney is a term used in the context of the video to refer to a specific AI model that generates images. It is known for producing high-quality, detailed images and is a popular choice among users for creating visual content. The video discusses how to achieve Midjourney-like results using an alternative method with Stable Diffusion, which is the main focus of the discussion.

💡Stable Diffusion

Stable Diffusion is an AI model mentioned in the video that is used for generating images. It is a different tool from Midjourney but can be adjusted to produce similar results. The video provides a walkthrough on how to use Stable Diffusion with a specific technique called LoRA to mimic the style of Midjourney.

💡LoRA

LoRA is a method or tool discussed in the video that is used to adjust the output of Stable Diffusion. It is designed to mimic the style of Midjourney 5.2 by acting as a detail tweaker, color enhancer, and background depth enhancer. The video provides insights on how to use LoRA effectively with Stable Diffusion to achieve Midjourney-like results.

💡Fooocus

Fooocus is the primary Stable Diffusion tool used by the video creator for their experiments. It is a platform or software that allows users to generate images using the Stable Diffusion model. The video provides instructions on how to integrate LoRA with Fooocus for achieving desired image results.

💡Juggernaut XL version 8

Juggernaut XL version 8 is a specific version of a model used within the Fooocus tool. The video creator used this version to test the effectiveness of LoRA in mimicking Midjourney's style. It is one of the elements that the video creator experimented with to achieve the desired image results.

💡Weight

In the context of the video, weight refers to the intensity or strength of the LoRA effect applied to the images generated by Stable Diffusion. The recommended weight range for using LoRA is between .1 and .8, with the creator noting that higher weights can lead to less desirable results.

💡Prompt Expansion

Prompt expansion is a technique used in the video to generate images with more detailed and varied results. It involves using a base prompt and then expanding upon it to create a more comprehensive or nuanced image. The video creator used Fooocus V2 prompt expansion to generate the images for their tests.

💡Cherry-picking

Cherry-picking in the context of the video refers to the selection of only the best or most appealing images from a set of generated images. The video creator explicitly states that they did not engage in cherry-picking, meaning they did not selectively choose the best images, but rather used the first generated image to maintain consistency in their evaluation of LoRA.

💡Lightning Model

The Lightning Model is a feature within the Fooocus tool that is used to generate images with certain stylistic qualities. Although the video creator does not use it extensively, they experiment with it to see how it performs with and without LoRA applied, providing a comparison of the results.

💡Image Quality

Image quality is a critical aspect discussed in the video, referring to the visual appeal, detail, and overall aesthetic of the images generated by the AI models. The video creator evaluates the image quality produced by the combination of Stable Diffusion and LoRA compared to the Midjourney model, noting preferences and observations at different weight settings.

💡User Experience

User experience in the context of the video pertains to the ease of use, effectiveness, and satisfaction derived from using the LoRA method with Fooocus. The video creator shares their personal experience and tips for using LoRA, aiming to enhance the user experience for others interested in achieving Midjourney-like results.

Highlights

Rodney from Kleebz Tech discusses the possibility of achieving Midjourney-like results with Stable Diffusion using a method called LoRA.

The Mid Journey Mimic LoRA is designed to replicate the Mid Journey 5.2 model's results using Stable Diffusion.

Rodney uses Fooocus as his primary Stable Diffusion tool for the experiment.

The LoRA acts as a detail tweaker, color enhancer, and background depth enhancer.

It is recommended to use the LoRA with a weight between .1 to .8 for optimal results.

Experiments showed that using weights over .8 resulted in less desirable outcomes.

Instructions on how to add models to Fooocus are provided in the video description.

The process of downloading and using the LoRA involves placing it in the Fooocus models folder and refreshing the files.

The video includes a comparison of images generated with and without the LoRA enabled.

The results vary depending on the image and the weight setting chosen for the LoRA.

Rodney shares his personal preferences for the LoRA settings on different images.

The LoRA received overwhelmingly positive ratings on the civit ai.com website.

The video encourages viewers to download the LoRA, experiment with it, and share their tips and suggestions.

Rodney plans to create more videos exploring different LoRAs and their applications.

The video concludes with a call to action for viewers to like, comment, and share their experiences with the LoRA.