RIP MIDJOURNEY! SD3 Medium IS THE FUTURE OF AI MODELS!

Aitrepreneur
13 Jun 202411:05

TLDRIn this video, SK overlo introduces Stable Diffusion 3, a groundbreaking text-to-image AI model from Stability AI. Despite initial community complaints about its limitations in generating human anatomy and its censorship, the model excels in following prompts and producing high-quality landscapes, portraits, and 3D renders. The video discusses the model's issues and potential, as well as the implications of its non-commercial license. It concludes with optimism for the future of fine-tuned models, suggesting that the community's involvement will lead to significant improvements.

Takeaways

  • 😀 Stable Diffusion 3 Medium is a text-to-image AI model from Stability AI, highly anticipated and recently released.
  • 🔥 The video aims to address the controversy and drama surrounding the model, offering the creator's personal experience and opinions.
  • 🏆 The model excels at following detailed prompts and has an impressive aesthetic quality, making it ideal for landscapes, portraits, and 3D renders.
  • 🚫 Despite its strengths, Stable Diffusion 3 Medium has significant issues with generating human anatomy in non-upright positions, leading to distorted results.
  • 🤔 The model's shortcomings might be due to a training dataset biased towards images of people in the same upright position.
  • 🎨 Some users claim to overcome these issues, but these solutions often rely on specific workflows or tricks, not inherent model capabilities.
  • 🔒 The model is notably censored, unable to generate explicit content, which may limit its use for some creators.
  • 📜 For the first time, the base Stable Diffusion model is under a non-commercial license, requiring a fee for commercial use, although it's relatively affordable.
  • 💰 The licensing model is seen as reasonable, considering Stability AI's financial situation, and necessary for the company's sustainability.
  • 🌐 The community's role is crucial in refining and improving the model through fine-tuning, with the potential to surpass current limitations.
  • 🚀 The video concludes with optimism about the future of text-to-image generation, suggesting that the model could be the foundation for even better AI models.

Q & A

  • What is Stable Diffusion 3 Medium and why is it significant?

    -Stable Diffusion 3 Medium is a text-to-image AI model developed by Stability AI. It is significant because it is considered the most powerful model released by the company to date, with an impressive ability to follow prompts and generate high-quality images, especially landscapes, realistic portraits, and 3D renders.

  • What issues have users reported with Stable Diffusion 3 Medium regarding human anatomy?

    -Users have reported issues with the model's ability to generate accurate human anatomy, particularly in dynamic poses or positions other than upright. The model tends to produce strange and distorted results when attempting to depict people in reclining positions.

  • Why do some images generated by Stable Diffusion 3 Medium appear to be of better quality than others?

    -The quality of images generated by Stable Diffusion 3 Medium can vary due to the model's training data. It is speculated that the model was trained with a larger dataset of images featuring people in upright positions, which is why it excels at generating portraits and struggles with other poses.

  • What is the controversy surrounding the model's ability to generate certain types of images?

    -The controversy is due to the model's censorship of certain types of images, particularly those that could be considered not safe for work. Users have found that no matter what they do, the model will not generate images showing skin in certain areas, which has disappointed some in the community.

  • What is the licensing situation for Stable Diffusion 3 Medium?

    -For the first time, the base Stable Diffusion model is under a non-commercial use license. This means that while it can be used for non-commercial purposes like academic research or personal use, commercial use requires a paid license. However, the license is affordable, with a $20 monthly fee for companies making less than $1 million in annual revenue.

  • What is the speaker's opinion on the future of Stable Diffusion 3 Medium?

    -The speaker believes that despite its issues, the model has great potential and could be the foundation for a series of fine-tuned models with unprecedented quality. They encourage the community to look forward to future developments and fine-tuning capabilities that could greatly improve the model's performance.

  • What is the speaker's view on the community's reaction to the release of Stable Diffusion 3 Medium?

    -The speaker acknowledges that while some community members are disappointed with the release, they believe that it is normal for initial models to have shortcomings and that the community's involvement in fine-tuning and improving the model is crucial for its future success.

  • How does the speaker address the issue of the model's inability to generate certain types of images?

    -The speaker suggests that future fine-tuned versions of the model may overcome these limitations, and they advise users to keep in mind the current restrictions, especially if they intend to use the model for commercial purposes.

  • What is the speaker's advice for those who are disappointed with the model's current capabilities?

    -The speaker advises patience and suggests waiting for better fine-tuned models to become available. They also encourage users to provide feedback and participate in the development process to help improve the model.

  • What is the speaker's stance on the comparison between Stable Diffusion 3 Medium and previous models?

    -The speaker believes that while Stable Diffusion 3 Medium has its flaws, it is a significant improvement over previous models and offers a solid foundation for future enhancements through community fine-tuning.

Outlines

00:00

🎨 Introduction to Stable Diffusion 3: Mixed Community Reactions

The video script introduces Stable Diffusion 3, a text-to-image AI model from Stability AI. The narrator, SK Overlo, discusses the community's mixed reactions to the model's release, highlighting both the excitement and the criticisms. The video aims to provide a relaxed overview, explaining the controversies and offering the narrator's opinion on the model's strengths and weaknesses. The narrator emphasizes the model's ability to follow prompts and generate high-quality images, particularly landscapes, portraits, and 3D renders, while also acknowledging its limitations in rendering human anatomy in non-upright positions.

05:00

🔍 Analyzing Stable Diffusion 3's Limitations and Censorship

This paragraph delves into the specific issues with Stable Diffusion 3, particularly its struggles with generating accurate human anatomy in dynamic or non-standard poses. The narrator speculates that the model's training data may have lacked variety, leading to its inability to render complex human poses accurately. Additionally, the model's censorship is discussed, with the narrator noting that it is the most censored model they have encountered, unable to generate explicit content. The video also touches on the model's licensing, which is non-commercial, requiring a small fee for commercial use, and the narrator considers the implications of this for the community and the company's financial situation.

10:01

🚀 The Future of Text-to-Image Generation and Community Involvement

The final paragraph of the script focuses on the future of text-to-image generation and the role of the community in refining and improving models like Stable Diffusion 3. The narrator expresses optimism about the potential for fine-tuning the model to achieve higher quality results and overcome its current limitations. They encourage the community to be patient and to look forward to the possibilities that fine-tuning tools will bring. The script concludes with an invitation for viewers to share their thoughts on Stable Diffusion 3 and a note of thanks to supporters and viewers for their engagement with the content.

Mindmap

Keywords

💡Stable Diffusion 3

Stable Diffusion 3 is a text-to-image AI model developed by Stability AI. It is considered a significant advancement in AI technology for its ability to generate images from textual descriptions. In the video, it is discussed as having both strengths, such as following prompts and producing high-quality images, and weaknesses, such as issues with generating human anatomy in certain poses.

💡Text-to-Image AI Model

A text-to-image AI model is an artificial intelligence system that converts textual descriptions into visual images. The video script highlights the capabilities of Stable Diffusion 3 in this domain, noting its improvements over previous models and its potential for future development through fine-tuning.

💡Prompt

In the context of AI image generation, a 'prompt' is the textual description provided to the AI model to guide the creation of an image. The video emphasizes Stable Diffusion 3's ability to understand and follow detailed prompts, which is crucial for generating accurate and relevant images.

💡Aesthetic

Aesthetic refers to the visual appeal or beauty of an image. The video script praises Stable Diffusion 3 for its 'amazing aesthetic,' which contributes to the quality of landscapes, realistic portraits, and 3D renders it can produce.

💡Fine-tuning

Fine-tuning in AI models involves adjusting the model's parameters to improve its performance for specific tasks or datasets. The script suggests that the potential of Stable Diffusion 3 could be greatly enhanced through fine-tuning, leading to even higher quality image generation.

💡Human Anatomy

Human anatomy in the context of AI image generation refers to the accurate depiction of the human body's structure and form. The video points out that Stable Diffusion 3 has difficulties generating human anatomy in non-upright positions, resulting in distorted or unrealistic images.

💡Censorship

Censorship in AI models refers to the intentional restriction or filtering of certain types of content. The video mentions that Stable Diffusion 3 is heavily censored, particularly in generating images of nudity or suggestive content, which may limit its use for some creators.

💡Non-commercial Use License

A non-commercial use license restricts the use of a product or service to non-commercial activities. The video explains that Stable Diffusion 3 is under such a license, meaning it can be used freely for non-commercial purposes but requires a paid license for commercial use, which is a new approach for Stability AI's base models.

💡Community

In the context of the video, 'community' refers to the group of users and developers who engage with and contribute to the development and improvement of AI models like Stable Diffusion 3. The script highlights the importance of the community's feedback and potential to create fine-tuned models that address the base model's shortcomings.

💡Quality of Generation

Quality of generation pertains to the fidelity and accuracy of the images produced by an AI model. The video discusses the varying quality of images generated by Stable Diffusion 3, noting its strengths in certain areas and the limitations that have sparked community discussion and potential improvements.

Highlights

Stable Diffusion 3, the latest text-to-image AI model from Stability AI, has been released.

The model has been met with controversy and complaints, particularly regarding its handling of human anatomy.

Stable Diffusion 3 excels at following prompts and generating high-quality landscapes, portraits, and 3D renders.

The model's aesthetic is consistent throughout, making it ideal for certain types of image generation.

The potential for fine-tuning the model opens up possibilities for even higher quality in the future.

Comparisons to previous models show a significant improvement in quality with Stable Diffusion 3.

Issues with generating human anatomy in non-upright positions have been noted.

The model may have been trained with a limited dataset, affecting its ability to represent diverse human poses.

Some users claim to bypass the model's limitations, but these methods are not universally applicable.

Stable Diffusion 3 is the most censored model released by Stability AI, with limitations on generating adult content.

The model operates under a non-commercial license, requiring a fee for commercial use.

The licensing fee is considered affordable for the potential commercial benefits.

The community's role in refining and improving AI models through fine-tuning is emphasized.

Despite initial disappointments, the potential for community-driven enhancements is highlighted.

The video creator offers to make a tutorial on using Stable Diffusion 3 if there is enough interest.

The video concludes with a call to action for viewers to share their thoughts on Stable Diffusion 3.