[Feature Request]: Stability.ai

[MichaelDecent]

Feature Name

Research about Stability.ai

Feature Description

This a research about Stability.ai, learning more about its supported models, how it is used and many more

Motivation

About Stability AI

Stability AI is an artificial intelligence company that specializes in developing and deploying advanced AI models, particularly in the field of generative AI. Founded in 2020 by Emad Mostaque, Stability AI is best known for its work on Stable Diffusion, a powerful open-source text-to-image generation model. The company's mission is to democratize AI by making cutting-edge models and tools accessible to a broader audience, including researchers, developers, and enterprises.

Stability AI focuses on building open-source AI models that can be used for a variety of applications, including image and video generation, natural language processing, and more. They aim to foster collaboration and innovation by providing open access to AI models and datasets, encouraging community involvement in the development and ethical use of AI technologies.

Stability AI supports several different models across various domains. Here's an overview of the main models supported by Stability AI:

Text-to-Image Models

• Stable Diffusion series:
  • Stable Diffusion 2-1 2
  • Stable Diffusion 3-Medium 2

Video Models

• Image-to-Video models:
  • sv3d 2
  • sv4d 2
  • stable-video-diffusion-img2vid-xt 2
  • stable-video-diffusion-img2vid-xt-1-1 2

Audio Models

• Text-to-Audio model:
  • Stable Audio Open 1.0 2

3D Models

• Image-to-3D models:
  • sv3d 2
  • TripoSR 2
  • stable-zero123 2

Code GCode Generation Modelseneration Models

• Text Generation models:
  • Stable LM series (e.g., stablelm-2-12b-chat, stablelm-2-1_6b-chat) 2
  • Stable Code Instruct 3B 2
  • Stable Code 3B 2

Feature Extraction Model

• Japanese Stable CLIP-ViT-L-16 2

Other Notable Models

• Stable Diffusion 3-Medium has been updated recently and has a large number of downloads (169k) 2.
• The company also offers collections of models, such as their suite of image-to-video models 2.

Documentation Links

• Home Page: https://stability.ai/

• Platform Registration: https://stabilityai.us.auth0.com/u/login?state=hKFo2SBaVmRrZWVYSDRYaHFHR2RhMVBoRXNLSlBuRGhoeTNhZaFur3VuaXZlcnNhbC1sb2dpbqN0aWTZIFlJblFHQkZvVVJyRnhwTWpqRjFOVzhVenpkNlF1ZE9Eo2NpZNkgN1JTSU1helVScW9VbkQ4YmQ1cHYxMXE4Z3NDRFVUaTc

• Models supported: https://stability.ai/core-models

• Pricing: https://platform.stability.ai/pricing

• How to use their API via python: https://platform.stability.ai/docs/api-reference#tag/Generate/paths/~1v2beta~1stable-image~1generate~1ultra/post

• Text Generation Models: https://github.com/Stability-AI/generative-models

• Tools Models: https://github.com/Stability-AI/stable-audio-tools

Potential Solutions

Here are some potential impacts of Stability AI's models:

Positive Impacts

1. Creative Freedom:

   • Stability AI's models, especially Stable Diffusion, have opened up new possibilities for creative expression and art generation [2].
   • Artists and designers can now create digital art quickly and easily, potentially democratizing access to artistic tools.

2. Efficiency in Content Creation:

   • The ability to generate images, videos, and other content quickly can significantly speed up content creation processes in industries like advertising, education, and entertainment [2].

3. Accessibility of Advanced Technologies:

   • By making advanced AI models accessible through open-source initiatives, Stability AI is contributing to the advancement of AI research and development globally [4].

4. Multimodal Capabilities:

   • Stability AI's focus on multimodal models (handling multiple forms of data simultaneously) opens up new possibilities for interdisciplinary research and application [4].

Additional Context (optional)

Affected Areas

None

Priority

Low

[cobycloud]

https://platform.stability.ai/pricing