Consistency in Midjourney v6 - The Holy Grail of Consistent Style

19 Feb 202423:10

TLDRThe video discusses the challenges and solutions associated with the release of Midjourney 6, an image generation software. The speaker initially laments the loss of consistency with their visual dictionary as the new version leans towards realism, which is less suitable for their preferred cartoon or animation styles. However, they introduce a new prompt feature called 'style reference srf' that allows users to lock in powerful styles based on any artist throughout history, merge two styles together, and enhance their entire visual dictionary. The video demonstrates how to use this feature effectively, including adjusting the 'stylize' and 'chaos' parameters to achieve desired levels of style consistency and uniqueness. The speaker also shares a free tool called 'Journey Visual Dictionary' to assist with the process. The tutorial concludes with the creation of a new, unique style by merging two different artist styles, offering viewers a method to generate consistent and original content for various applications such as children's books and cartoons.


  • πŸ”„ **Midjourney v6 Update Impact**: The release of Midjourney v6 has caused a significant change, breaking existing style preferences and necessitating a switch back to v5.2 to preserve styles.
  • 🎨 **Realism Focus**: Midjourney v6 is designed to lean into realism, which is excellent for certain applications but not as useful for cartoons, animations, or drawings.
  • πŸ“š **Visual Dictionary Preservation**: The speaker has had to revert to using Midjourney v5.2 to maintain consistency with their visual dictionary, which was built on v5.2 designs.
  • 🌟 **Style Reference (srf) Prompt**: A new prompt called 'style reference srf' allows for merging two styles together and inventing new ones, enhancing the Midjourney visual dictionary.
  • πŸ”— **URL Utilization for SRF**: The old method of using a reference image by copying and pasting a link into the prompt doesn't work in v6; instead, the entire URL should be used with a space before 'srf'.
  • 🧩 **Consistency in Imagery**: The goal is to achieve consistency where all four images generated feel like they belong to the same style, making them suitable for projects like coloring books or comic books.
  • πŸ”§ **Stylize and Chaos Variables**: The 'stylize' parameter allows for more stylistic freedom, while 'chaos' introduces variability, with personal preference guiding the levels of these settings.
  • πŸ”„ **Merging Styles for Originality**: By merging the styles of two different artists, users can create a unique and consistent style that feels new and controlled.
  • πŸ”— **Anchoring with Reference Images**: Using reference images from previous works or other sources helps to anchor the style and achieve the desired aesthetic consistency.
  • πŸ“ˆ **Influence of Weighting**: Adding weight to certain elements of the prompt, such as the name of an artist, can significantly influence the style of the generated images.
  • 🎭 **Character Uniqueness**: Even when using a consistent style, the generated characters can maintain a sense of uniqueness, which is useful for creating characters in the same universe.

Q & A

  • What significant change occurred with the release of Midjourney 6 that affected the user's style dictionary?

    -With the release of Midjourney 6, the user's entire style dictionary was shattered, and the styles they had been using no longer worked, prompting a need to switch back to Midjourney 5.2.

  • What are the two major features that the user appreciates in Midjourney 6?

    -The user appreciates the consistency in style and the ability to add text to designs as the two major features in Midjourney 6.

  • Why does the user find Midjourney 6 less useful for certain types of work?

    -The user finds Midjourney 6 less useful for cartoons, animation, or drawings because the version leans towards realism, which is not always desired in those styles.

  • How does the user suggest preserving one's styles in the Midjourney visual dictionary?

    -The user suggests switching back to Midjourney 5.2 to preserve their styles and the work they put into the Midjourney visual dictionary.

  • What new prompt feature does the user discuss that allows for merging two styles together?

    -The user discusses the 'style reference srf' prompt feature, which allows for merging two styles together and creating a new, consistent style.

  • How does the user recommend using the 'style reference srf' feature with an image URL?

    -The user recommends using the entire URL for the 'style reference srf' feature, ensuring there is a space between 'srf' and the URL.

  • What is the importance of the 'chaos' parameter in the Midjourney 6 system?

    -The 'chaos' parameter allows for introducing variability and randomness into the image generation process, which can lead to unique and unexpected results.

  • How does the user suggest improving the strength of the prompt to lock in the style?

    -The user suggests improving the strength of the prompt by adding the name of the artist back into the prompt to get unique characters and a stronger aesthetic.

  • What does the user mean by 'anchoring' a character in the style?

    -Anchoring a character in the style means ensuring that the character's appearance is consistent with a specific artistic style or reference image, maintaining a uniform look across multiple images.

  • How does the user feel about the default style in Midjourney 6?

    -The user feels that the default style in Midjourney 6 is overpowering and detracts from their designs, making it difficult to achieve the desired unique styles.

  • What is the user's final recommendation for creating consistent styles across multiple images?

    -The user recommends merging two styles together using the 'style reference srf' feature and adjusting the weights of the styles to create a new, unique, and consistent style across multiple images.



πŸ˜€ Struggles with Mid Journey 6 and Preservation of Styles

The speaker discusses the challenges they faced after the release of Mid Journey 6, where their entire visual dictionary was disrupted. They express their admiration for the capabilities of Mid Journey 6 in image generation, particularly in adding text and creating realistic images. However, they note that the shift towards realism in version 6 conflicts with their preferred styles for cartoons and animations. The speaker shares their workaround of switching back to Mid Journey 5.2 to preserve their styles and introduces a solution called 'Journey Visual Dictionary' which is a tool they built and are now sharing for free. They also introduce a new prompt feature called 'style reference srf' for merging styles and enhancing the visual dictionary.


🎨 Harnessing the Power of Style Reference SRF

The speaker demonstrates how to use the 'style reference srf' feature in Mid Journey to lock in powerful styles based on any artist's work, merge two styles, and enhance the visual dictionary. They explain the process of using the entire URL for the srf prompt and the importance of including a space between 'srf' and the URL. The speaker illustrates the process with examples, showing how adding weight to the style name can improve consistency across generated images. They also discuss the use of the 'stylize' parameter to increase stylistic influence and the 'chaos' parameter to introduce variation, emphasizing the importance of personal preference in these creative decisions.


πŸ”„ Achieving Style Consistency with Chaos and Reference Images

The speaker explores the use of chaos in Mid Journey to introduce unpredictability into the generated images, showing how setting chaos to 50 can yield characters that are interesting but not entirely consistent. They discuss the concept of using a reference image to anchor the style and ensure consistency across a set of images, which is crucial for creating a cohesive universe in a comic book or similar project. The speaker also highlights the importance of personal preference when selecting a reference image and the potential to use a generated image as a new reference for further consistency.


🌟 Merging Styles to Create Unique Aesthetics

The speaker delves into the process of merging styles from different artists to create a unique and original aesthetic. They demonstrate how to combine the styles of two reference images to generate a new style that is consistent across multiple images. The speaker emphasizes the ability to control the influence of each style by adjusting the weight assigned to each reference image. They also show how to use the 'stylize' and 'chaos' parameters to fine-tune the style and introduce variation. The result is a new style that feels consistent and original, opening up possibilities for creating unique content across various mediums.


πŸ“ˆ Final Thoughts on Unlocking Creative Potential with AI

In the concluding paragraph, the speaker expresses excitement about the newfound ability to merge styles and create unique, consistent aesthetics using AI. They encourage viewers to share their experiences with the default style in Mid Journey 6 and to provide feedback on the video's usefulness. The speaker also prompts viewers to subscribe and hit the bell for notifications on future content, suggesting that there is more to explore and learn about maximizing the potential of AI in creative processes.



πŸ’‘Midjourney v6

Midjourney v6 refers to the sixth version of a software or tool used for image generation. In the video, it is highlighted for its enhanced capabilities towards realism and its impact on the consistency of styles within the generated images. The speaker discusses the challenges and workarounds encountered when using this version compared to the previous one.

πŸ’‘Consistency in Style

Consistency in style is the uniformity and predictability of the visual aesthetic across different images or outputs. The video emphasizes the importance of maintaining a consistent style, especially when creating a series of images or a visual narrative. The speaker explores methods to achieve this consistency despite the changes introduced in Midjourney v6.

πŸ’‘Style Reference (srf)

Style Reference, abbreviated as 'srf', is a new prompt feature that allows users to anchor the style of generated images to a specific look. The video demonstrates how to use the srf feature to merge two different styles into a new, consistent aesthetic. This is a pivotal concept in the video as it addresses the challenge of achieving consistency in Midjourney v6.


Realism in the context of the video refers to the photo-like quality of the images generated by Midjourney v6. The shift towards realism is noted as a double-edged sword; it improves the quality of certain types of images but complicates the creation of cartoon or animation styles, which do not align with a realistic aesthetic.

πŸ’‘Prompt Dictionary

A prompt dictionary is a collection of phrases, words, and examples that are used to guide the image generation process. The speaker mentions the disruption of their personal prompt dictionary due to the changes in Midjourney v6 and how they have to revert to Midjourney 5.2 to maintain consistency with their previous work.


Crayola is used as a metaphor for a distinctive artistic style in the video. The speaker discusses the challenges of recreating the 'Crayola style' in Midjourney v6 and uses it as an example to demonstrate how to achieve consistency in generated images by merging styles and using the srf feature.


Chaos, in the context of the video, refers to a variable in the image generation process that introduces randomness and variability to the output. The speaker discusses how adjusting the chaos level can affect the consistency and uniqueness of the generated images, allowing for personal preference and creative exploration.


Stylize is a parameter that, when set to a high value, allows the image generation tool to apply a more pronounced artistic style to the output. The video shows how maximizing the stylize value can lead to more stylistic and unique images, contributing to the creation of a new and consistent aesthetic.

πŸ’‘Merging Styles

Merging styles is the process of combining elements from two different artistic styles to create a new, unique style. The video provides a step-by-step guide on how to merge styles using reference images and the srf feature, resulting in a consistent and original look for a series of images.

πŸ’‘Visual Dictionary

A visual dictionary, as mentioned in the video, is a tool or database that contains various visual styles and design elements. The speaker discusses using their own visual dictionary to maintain consistency in their image generation work and how they share this resource with others to enhance their creative process.


Discord is a communication platform that the speaker mentions as a preferred method for using Midjourney due to its ability to handle reference images. The video script suggests that Discord offers a more flexible environment for the image generation process, particularly when using the srf feature with reference images.


Midjourney v6 introduces a significant shift towards realism in image generation, impacting the consistency of styles previously used.

The new version may require users to revert to Midjourney 5.2 to maintain their visual dictionary styles.

The ability to add text to designs and merge styles is a powerful feature in Midjourney v6, despite the consistency challenges.

The shift towards humanistic styles in v6 may not be suitable for all types of design work, such as cartoons or animations.

The video offers a solution to lock in powerful styles based on any artist's work and merge two styles to create a unique one.

Using the 'style reference srf' prompt, users can achieve consistency in style, which was difficult in previous versions.

The video demonstrates how to use the entire URL for the style reference (srf) instead of just the image part.

Consistency in style is achieved by anchoring the character to a specific image, which influences the output's aesthetic.

Adding the artist's name to the prompt strengthens the style and creates unique characters.

The 'stylize' parameter allows for more stylistic freedom, enhancing the output's uniqueness.

The 'chaos' parameter introduces variability to the output, which can be adjusted based on personal preference.

Once a great reference image is found, it can be locked in for consistent style outputs.

The video showcases how to merge styles from different artists to create a new, unique style.

Merging styles allows for the creation of original content with consistent themes, useful for children's books or cartoons.

The process of merging styles involves adjusting the weight of each style to control the final output's look.

The new capabilities in Midjourney v6 empower users to create consistent styles across various projects.

The video provides a comprehensive guide on how to get the most out of AI image generation with Midjourney v6.