awesome-generative-ai

Awesome Generative AI 

A curated list of modern Generative Artificial Intelligence projects and services.

Generative Artificial Intelligence is a technology that creates original content such as images, sounds, and texts by using machine learning algorithms that are trained on large amounts of data. Unlike other forms of AI, it is capable of creating unique and previously unseen outputs such as photorealistic images, digital art, music, and writing. These outputs often have their own unique style and can even be hard to distinguish from human-created works. Generative AI has a wide range of applications in fields such as of art, entertainment, marketing, academia, and computer science.

Contributions to this list are welcome. Before submitting your suggestions, please review the Contribution Guidelines to ensure your entries meet the criteria. Add links through pull requests or create an issue to start a discussion. More projects can be found in the Discoveries List, where we showcase a wide range of up-and-coming Generative AI projects.

Contents

• Recommended reading
• Text
• Coding
• Agents
• Image
• Video
• Audio
• Other
• Learning resources
• More lists

Recommended reading

• How Large Language Models Will Transform Science, Society, and AI - Article summarizing the capabilities and limitations of the GPT-3 model, and its potential impact on society. By Alex Tamkin and Deep Ganguli, February 5, 2021.
• Generative AI: A Creative New World - A comprehensive examination of the generative AI industry, offering a historical perspective and in-depth analysis of the industry ecosystem. By Sonya Huang, Pat Grady and GPT-3, September 19, 2022.
• A Coming-Out Party for Generative A.I., Silicon Valley's New Craze - Article about the rise of generative AI, particularly the success of the Stable Diffusion image generator, and the associated controversies. New York Times, October 21, 2022.
• AI's New Creative Streak Sparks a Silicon Valley Gold Rush - Article about the growing hype and investment in generative AI startups, with various industries exploring its potential applications. Wired, October 27, 2022.
• ChatGPT Heralds an Intellectual Revolution - An op-ed by Henry Kissinger, Eric Schmidt and Daniel Huttenlocher. Wall Street Journal, February 24, 2023.

Milestones

• OpenAI API - Announcement of the OpenAI API for text-to-text general-purpose AI models based on GPT-3. OpenAI blog, June 11, 2020.
• GitHub Copilot - Announcement of Copilot, a new AI pair programmer that helps you write better code. GitHub blog, June 29, 2021.
• DALL·E 2 - Announcement of the release of DALL·E 2, an advanced image generation system with improved resolution, expanded image creation capabilities, and various safety mitigations. OpenAI blog, April 6, 2022.
• Stable Diffusion Public Release - Announcement of the public release of Stable Diffusion, an AI-based image generation model trained on a broad internet scrape and licensed under a Creative ML OpenRAIL-M license. Stable Diffusion blog, 22 August, 2022.
• ChatGPT - Announcement of ChatGPT, a conversational model trained to answer follow-up questions, admit mistakes, challenge incorrect premises, and reject inappropriate requests. OpenAI blog, November 30, 2022.
• Bing Search - Microsoft announces a new version of its search engine Bing, powered by a next-generation OpenAI model. Microsoft blog, February 7, 2023.
• LLaMA - Llama LLM, a foundational, 65-billion-parameter large language model by Meta. Meta, February 23rd, 2023. #opensource
• GPT-4 - Announcement of GPT-4, a large multimodal model. OpenAI blog, March 14, 2023.
• DALL·E 3 - Announcement of DALL·E 3 image generator. OpenAI blog, September 20, 2023.
• Sora - Presentation of Sora, a large video generation model. OpenAI, February 15, 2024.

Text

Models

• OpenAI API - OpenAI's API provides access to GPT models for natural language, coding, image generation, audio, and agent development.
• Gopher - Gopher by DeepMind is a 280 billion parameter language model.
• OPT - Open Pretrained Transformers (OPT) by Facebook is a suite of decoder-only pre-trained transformers. Announcement.
• [Bloom](https://huggingface.co/docs/transformers/model_doc/bloo

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