5 MUST Have Stable Diffusion Negative Embeddings

The AI Outline
16 Aug 202304:37

TLDRThis video highlights the importance of negative embeddings in enhancing Stable Diffusion art creation. It introduces five essential negative embeddings, demonstrating their impact on various prompts and models. The video showcases how these embeddings can correct common issues like blurry images, incorrect hands, and lack of detail, ultimately improving the quality and complexity of generated art. The creator emphasizes the utility of these tools for both simple and complex art generation, and encourages viewers to explore and incorporate them into their workflow for better results.


  • 🎨 Negative embeddings are essential tools for Stable Diffusion artists to improve their artwork by incorporating multiple negative prompts into a single keyword.
  • 🔍 The official Civit AI page offers the Fast Negative Embedding for download, which can be easily integrated into the Stable Diffusion directory for use.
  • 📸 Using negative embeddings can help refine the style, hands, background, and other elements of generated art, especially when used in conjunction with textual inversion and the right prompt.
  • 💡 For complex art generation, specific negative embeddings like 'bad prompt' can significantly enhance the accuracy of tiny details in the artwork.
  • 🔎 It's important to include a variety of negative prompts for different situations, as they can sometimes produce more than the intended effect.
  • 🕶️ Using Hires Fix with certain prompts can improve the quality of the artwork, but it may also introduce unexpected elements like extra pairs of sunglasses.
  • 🎭 For anime images, 'very bad image' negative embeddings can enhance the quality, but they are specifically tailored for anime and may not work as well for other types of images.
  • 👐 The 'bad hands' negative embedding is a specialized tool for hiding hands in artwork, which can be useful when hands are not a focal point or when the artist wants to avoid common issues with hand depiction.
  • 🖌️ The 'easy negative' prompt is a versatile and highly effective negative embedding that corrects various aspects of the artwork, such as eyes, details, and overall quality, making it a valuable addition to any artist's toolkit.
  • 📈 Incorporating a combination of negative embeddings like 'bad hands' and 'easy negative' can lead to intricate and detailed artwork, demonstrating the potential of these tools in enhancing creative output.

Q & A

  • What are negative embeddings in the context of stable diffusion art?

    -Negative embeddings are a tool used in stable diffusion art to improve the quality of generated images. They function by providing a set of negative prompts in one keyword, which helps to avoid common issues and refine the output of the artwork.

  • How can artists obtain and use the fast negative embedding?

    -Artists can download the fast negative embedding from the official Civit AI page, by clicking the download button. They then need to place the file in the embeddings folder of their stable diffusion directory.

  • What was the result of using the fast negative embedding with a girl in sunglasses prompt?

    -Using the fast negative embedding with the girl in sunglasses prompt resulted in an improved artwork with better style, hands, and background details compared to the initial blurry result without the embedding.

  • How does the bad prompt negative embedding assist in generating complex art?

    -The bad prompt negative embedding is designed to enhance the accuracy of tiny details in complex art. It can be triggered with specific words and has been used to create amazing complex artwork, improving the quality and precision of the generated images.

  • What is the difference between very bad image negative and number four negative embedding?

    -The very bad image negative is specifically tailored for anime images and tends to enhance the quality more than the number four negative embedding. It works by adding more detail to the artwork, making it special and refined.

  • How does the bad hands negative embedding address issues with hands in artwork?

    -The bad hands negative embedding doesn't correct the model but instead hides the hands in the artwork. This is useful when the focus of the artwork is not on the hands, allowing the artist to avoid showing poorly rendered hands.

  • What makes easy negative one of the best negative embeddings?

    -Easy negative is considered one of the best negative embeddings because it performs a variety of tasks, such as correcting eyes, adding more details, and improving the overall quality of the artwork. It is widely used in many prompts on Civit AI.

  • What was the outcome when combining bad hands and easy negative embeddings?

    -When combining bad hands and easy negative embeddings, the resulting artwork had corrected eyes, improved details, and the hands of the characters were not visible, which solved the issue of poorly rendered hands.

  • How can artists ensure they have a variety of negative prompts for different scenarios?

    -Artists should have a diverse collection of negative prompts in their prompt section, including the five mentioned in the script, to address different common issues and achieve the best results for their stable diffusion art.

  • What is the significance of the hires.fix feature in stable diffusion?

    -The hires.fix feature in stable diffusion is used to enhance the quality of the generated artwork. When used with negative embeddings, it can significantly improve the details and overall look of the artwork, as demonstrated in the script with the girl in sunglasses example.



🎨 Utilizing Negative Embeddings in Art Creation

This paragraph introduces the concept of negative embeddings and their utility in enhancing art creation, specifically for stable diffusion artists. It emphasizes the importance of having a set of negative prompts encapsulated in a keyword to refine the artwork. The paragraph also guides users to the official Civit AI page to download and install the fast negative embedding, and demonstrates its application in generating an artwork of a girl wearing sunglasses. The results show initial issues with style, hands, and background, which are later improved by using textual inversion with the embedding. The paragraph highlights the necessity of having a variety of negative prompts for achieving the desired effect and showcases the significant improvement in art quality when using complex prompts with the negative embedding.



💡Stable Diffusion

Stable Diffusion is a type of artificial intelligence (AI) model used for generating images and art. It is based on the concept of diffusion models, which have been trained on a variety of images to produce new, unique visual outputs. In the context of the video, Stable Diffusion is the platform where artists create their art using AI-generated prompts and embeddings to refine and enhance the quality of their work.

💡Negative Embeddings

Negative embeddings are a technique used in AI-generated art to refine the output by specifying what elements should be avoided or corrected in the final image. They act as prompts that guide the AI to exclude certain undesirable features, thereby improving the quality and accuracy of the generated art. In the video, negative embeddings are essential tools for artists to achieve better results in their Stable Diffusion creations.

💡Art Generation

Art generation refers to the process of creating visual art using AI models like Stable Diffusion. This process involves inputting prompts or descriptions into the AI, which then generates an image based on that input. The quality of the generated art can be refined through the use of various techniques, including negative embeddings. In the video, art generation is the primary activity that the discussed tools and techniques are aimed at improving.

💡Textual Inversion

Textual inversion is a method used in AI art generation where the AI takes a prompt and inverts it to create an embedding that specifies what should not be included in the generated image. This technique is used to avoid common issues in AI-generated art, such as incorrect or unrealistic features. In the context of the video, textual inversion is a crucial step in creating better art by using negative embeddings to guide the AI away from generating undesirable elements.


Hires.Fix is a term used in the context of AI art generation to denote a feature or technique that enhances the resolution or quality of the generated image. It is often used to address issues with blurriness or lack of detail in the initial AI-generated output. In the video, Hires.Fix is mentioned as a tool that can be toggled on to improve the clarity and detail of the artwork, particularly when combined with negative embeddings.

💡Complex Artwork

Complex artwork refers to visually intricate and detailed images that require a high level of precision and accuracy in their depiction. These types of artworks often involve numerous elements, fine details, and a variety of textures or colors. In the context of the video, complex artwork is the goal when using negative embeddings to refine AI-generated images, ensuring that even the smallest details are accurately and realistically represented.


Dreamshaper is mentioned as a more realistic model in the context of AI-generated art. It is likely a specific configuration or preset within the Stable Diffusion AI model that is designed to produce more lifelike and detailed images. The video suggests that using Dreamshaper in combination with negative embeddings can result in higher-quality artwork, particularly in terms of facial features and other intricate details.

💡Anime Images

Anime images refer to visual art that is stylistically inspired by Japanese animation (anime). This art form is characterized by colorful graphics, exaggerated features, and a distinct visual language. In the context of the video, anime images are a specific type of artwork that can be generated using Stable Diffusion and refined with negative embeddings. The video mentions a particular negative embedding that works well for enhancing the quality of anime-style images.

💡Bad Hands

Bad hands is a term used in the context of AI-generated art to describe images where the depiction of hands is incorrect, unrealistic, or of poor quality. This is a common issue in AI-generated artwork due to the complexity of hands and their intricate details. In the video, 'bad hands' is also the name of a specific negative embedding that is designed to address this issue by hiding or correcting the hands in the generated images.

💡Easy Negative

Easy Negative is a term used in the context of AI art generation to describe a type of negative embedding that is effective for a wide range of prompts and helps improve various aspects of the generated art. It is designed to correct common issues such as eyes, add more details, and enhance the overall quality of the artwork. In the video, Easy Negative is presented as one of the best negative embeddings available for artists to use in their Stable Diffusion creations.


Negative embeddings enhance art creation by acting as a collection of negative prompts in one keyword.

The official Civit AI page offers the Fast Negative Embedding for download, which can be integrated into the Stable Diffusion directory.

Using negative embeddings can improve the quality of generated art, even without using the hires.fix feature.

Textual inversion with negative embeddings can refine the artwork, correcting issues with style, hands, background, and more.

Including additional negative prompts alongside the Fast Negative Embedding can amplify the desired effects.

The Bad Prompt Negative Embedding is particularly useful for generating complex art with precise details.

Some negative embeddings, like the one for complex art, have specific trigger words that need to be used correctly.

The Very Bad Image Negative is tailored for anime images, enhancing their quality and detail.

The Bad Hands Negative Embedding can effectively hide hands in artwork where they are not a focal point.

Easy Negative is a versatile negative prompt that corrects various aspects of art, such as eyes and overall quality.

Combining multiple negative embeddings, like Bad Hands and Easy Negative, can result in intricate and detailed artwork.

Negative embeddings are an essential tool for Stable Diffusion artists, offering various solutions to common art generation challenges.

Civit AI provides a range of negative embeddings, each designed to address specific art generation issues.

Proper use of negative embeddings can lead to high-quality, detailed, and stylistically consistent art.

The video demonstrates the practical application of negative embeddings in improving and refining Stable Diffusion-generated art.

Artists can experiment with different negative embeddings to find the best combination for their desired output.

The community is encouraged to like and subscribe for more content on the use and benefits of negative embeddings.