Run Stable Diffusion 3 On Tensor Art (Alive at UTC.13:30)👇👇

TensorArt
19 Apr 202403:19

TLDRWe are thrilled to announce the integration of Stable Diffusion 3 (SD3) with the Tensor Art platform, exclusively for VIP users. This cutting-edge feature is available in the Creation Classic SD workspace and comes at a premium due to high user demand and the use of accumulated credits. SD3 is an AI-powered image generation tool that builds upon the success of its predecessors, SD1 and SD2, and introduces the Diffusion Transformer framework. It excels in understanding complex prompts and processing mixed data types like text and images, offering content creators new avenues for dynamic, motion-based outputs. The generated images are of unprecedented quality, detail, and variety, setting a new benchmark for generative AI. SD3 also incorporates a new formula called 'rectified flow' and introduces random noise and a learning skill to restore original images, resulting in clearer and more lifelike pictures. Despite the high computational demands, SD3 operates efficiently on an RTX 3090 graphics card with 24 GB RAM, handling 80 billion parameter models and generating high-resolution images in seconds. The use of the T5 language model with 47 billion parameters during text processing further enhances the quality of image generation. The launch of SD3 marks a significant milestone in the development of AI-powered creative tools, democratizing advanced technologies and empowering a community of creators and innovators to push the boundaries of art, design, entertainment, and beyond.

Takeaways

  • 🎉 **Integration with Stability AI**: Tenser announces integration with Stability AI for SD3 image generation services, exclusive to VIP users.
  • 💡 **State-of-the-Art Feature**: SD3 is a cutting-edge feature that builds upon the success of its predecessors, SD and SD2, and incorporates the diffusion transformer framework.
  • 🚀 **High-Cost Integration**: The integration comes with a high cost due to increased user traffic and utilizes accumulated credits.
  • 📈 **Enhanced Comprehension**: SD3 significantly improves the comprehension of complex prompts and has multimodal capabilities to process mixed data types like text and images.
  • 🖼️ **Unprecedented Image Quality**: The images generated by SD3 are of unprecedented quality, detail, and variety, setting a new standard for generative AI.
  • 🔍 **Technical Advancements**: SD3 introduces a new formula called rectified flow and techniques like random noise and learn skill to restore images, resulting in clearer and more lifelike pictures.
  • 📊 **Efficiency and Accuracy**: Stability AI has improved the usability and accessibility of SD3, with declining error rates regardless of model size and training time.
  • 💻 **High-Performance Hardware**: SD3 can run on an RTX 3090 graphics card with 24 GB RAM, handling 80 billion parameter models and generating high-resolution images quickly.
  • 📝 **Advanced Text Processing**: SD3 uses a language model called T5 with 47 billion parameters for text processing, enhancing the efficacy and quality of image generation.
  • 🔧 **Memory Requirements**: The advanced capabilities of SD3 come at the cost of increased memory needs.
  • 🌐 **Accessibility and Scalability**: SD3 is available across a broad hardware spectrum and is accessible via sdxl, reflecting the democratization of advanced technologies.
  • 🌟 **Community and Innovation**: The launch of SD3 is a landmark in the development of AI-powered creative tools, fostering a community of creators and innovators, and expanding possibilities in various sectors.

Q & A

  • What is the name of the AI-powered image generation service being announced?

    -The AI-powered image generation service being announced is called Stable Diffusion 3 (SD3).

  • Who is the integration with Stability API AI exclusive to?

    -The integration with Stability API AI is exclusive to VIP users.

  • What is the cost implication of the integration?

    -The integration comes at a high cost due to increased user traffic and utilizes accumulated credits exclusively.

  • What is the role of Stable Diffusion 3 (SD3) in AI-powered image generation?

    -Stable Diffusion 3 serves as a milestone in AI-powered image generation, building upon the success of its predecessors and incorporating the framework of diffusion transformer.

  • How does SD3 enhance the field of video generation?

    -SD3 drives significant advancements in the field of video generation through its crucial role in Lino's groundbreaking video generation model, Sora.

  • What is the paramount improvement of SD3?

    -The paramount improvement of SD3 lies in its enhanced comprehension of complex prompts and its multimodal capability to integrate and process mixed data types, such as text and images.

  • What is the significance of the rectified flow formula in SD3?

    -The rectified flow formula is incorporated to enhance image quality, making the generated pictures clearer and more lifelike.

  • How does SD3 improve the usability and accessibility of the model?

    -Stability AI has improved the usability and accessibility of SD3 by exhibiting a gradual decline in error rates, regardless of the model size and training time.

  • What is the technical capability of SD3 when running on an RTX 3090 graphics card with 24 GB RAM?

    -SD3 can handle 80 billion parameter models and is capable of generating 1024x1024 images in just 30 seconds.

  • What language model does SD3 use for text processing?

    -SD3 uses a language model called T5 with 47 billion parameters during text processing.

  • What does the launch of SD3 signify for the development of AI-powered creative tools?

    -The launch of SD3 signifies a landmark in the development of AI-powered creative tools, providing advanced technical capabilities, ease of use, and scalability for a broad hardware spectrum.

  • How does SD3 reflect the democratization of advanced technologies?

    -SD3 reflects the democratization of advanced technologies by making them available freely via the webui to a broader community of creators and innovators, fostering the community and pushing the boundaries of possibility in art, design, entertainment, and other sectors.

Outlines

00:00

🚀 Introduction to Tenser's SD3 Integration

Tenser announces its integration with Stability API AI to offer SD3 image generation services, a cutting-edge feature exclusive to VIP users. This service is available in the 'Creation Classic SD' web UI workspace. The integration is costly due to increased user traffic and uses accumulated credits. SD3, or Stable Diffusion 3, is an AI-powered image generation tool that builds on the success of its predecessors and incorporates the diffusion Transformer framework. It is particularly notable for its role in video generation, with significant advancements in understanding complex prompts and processing mixed data types. The result is high-quality, detailed images that set a new standard for generative AI. SD3 also introduces a new formula called 'rectified flow' and incorporates techniques like random noise and the 'learn skill' to restore original images. Despite the high parameter model and memory needs, SD3 is designed to be efficient and accurate, running on a high-end graphics card. The launch of SD3 represents a significant step in the democratization of advanced technologies, making them accessible to a broader community of creators and innovators.

Mindmap

Keywords

💡Stable Diffusion 3 (SD3)

Stable Diffusion 3 (SD3) is a state-of-the-art AI-powered image generation technology that builds upon the success of its predecessors, Stable Diffusion and Stable Diffusion 2. It is noted for its enhanced comprehension of complex prompts and its multimodal capability to integrate and process mixed data types, such as text and images. In the video, SD3 is highlighted as a significant advancement in generative AI, setting a new standard for quality, detail, and variety in generated images.

💡Integration

Integration refers to the process of combining different systems or technologies to work together. In the context of the video, it discusses the integration of the Stability API AI with Tenser to provide SD3 image generation services, which is exclusive to VIP users. This integration is mentioned to come at a high cost due to increased user traffic and utilizes accumulated credits.

💡Diffusion Transformer

The Diffusion Transformer is a framework that SD3 incorporates to push the boundaries of technology and innovation. It plays a crucial role in the development of groundbreaking video generation models like Sora, which drives significant advancements within the field of video generation. The term is used in the video to illustrate the technical foundation upon which SD3's capabilities are built.

💡Multimodal Capability

Multimodal capability refers to the ability of a system to process and understand multiple types of data or inputs, such as text, images, and audio. In the video, SD3's multimodal capability is emphasized for its role in integrating and processing mixed data types, which provides new possibilities for content creators in generating dynamic, motion-based outputs.

💡Rectified Flow

Rectified Flow is a new formula introduced in SD3 to enhance image quality. It is part of the technical advancements that allow the model to generate clearer and more lifelike pictures. The term is used in the video to highlight one of the improvements in SD3's image generation process.

💡Random Noise

Random Noise is a concept used in the context of image generation models to introduce variability and randomness into the generated images. In SD3, the introduction of random noise is one of the techniques that contribute to the generation of images with higher quality and realism. The video mentions this as a feature that enhances the output of the AI model.

💡Learn Skill

The Learn Skill refers to the model's ability to restore the original image amid the noise, which is a significant advancement in image generation technology. This skill is crucial for generating clearer and more lifelike images, as mentioned in the video, and it represents an improvement over previous models.

💡RTX 3090 Graphics Card

The RTX 3090 Graphics Card is a high-performance graphics processing unit (GPU) mentioned in the video as the hardware used to run SD3. It is capable of handling 80 billion parameter models and generating large images in a short amount of time. The video uses this as an example to illustrate the computational power required for running SD3.

💡T5 Language Model

The T5 Language Model is a type of language model with 47 billion parameters that SD3 uses during text processing. It significantly elevates the efficacy and quality of image generation, as discussed in the video. The T5 model is an example of the advanced technologies integrated into SD3 to improve its performance.

💡Memory Needs

Memory Needs refers to the amount of memory required to run the SD3 model effectively. The video mentions that the use of advanced models like T5 and the generation of high-quality images come at the expense of increased memory needs. This highlights one of the trade-offs when using powerful AI models like SD3.

💡Democratization of Advanced Technologies

The Democratization of Advanced Technologies refers to making advanced technologies more accessible and available to a broader range of users. In the video, the launch of SD3 is seen as a reflection of this concept, as it provides advanced technical capabilities, ease of use, and scalability for a wide hardware spectrum. This is part of the video's narrative on fostering a community of creators and innovators.

Highlights

Tenser integration with Stability API AI for SD3 image generation services.

Exclusive feature for VIP users available in Creation Classic SD webui workspace.

High cost integration due to increased user traffic and utilization of accumulated credits.

Stable Diffusion 3 (SD3) serves as a milestone in AI-powered image generation.

SD3 builds upon the success of its predecessors and incorporates the Diffusion Transformer framework.

Significant advancements in video generation model, Sora, by Dip.

Enhanced comprehension of complex prompts and multimodal capabilities.

Integration and processing of mixed data types, such as text and images.

Unprecedented quality, detail, and variety in generated images.

Introduction of rectified flow formula to enhance image quality.

Innovations include random noise and learn skill to restore original images.

SD3 generates clearer and more lifelike pictures.

Improved usability and accessibility with a decline in error rates.

Efficiency and accuracy regardless of model size and training time.

SD3 runs on an RTX 3090 graphics card with 24 GB RAM.

Capable of generating 1024x1024 images in just 30 seconds.

Uses a language model called T5 with 47 billion parameters for text processing.

Memory needs are elevated due to the efficacy and quality of image generation.

SD3 is available freely via SDXL to your or boo.

Reflects the democratization of advanced technologies.

Fosters a community of creators and innovators.

Pushes the boundaries of possibility in art, design, entertainment, and broader sectors.

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