awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
2k stars
60 watching
374 forks
last commit: 7 days ago
Linked from 1 awesome list
ai-artawesomeawesome-listchatgptdall-edalle2embeddingsgenerative-aigpt-4llmllm-agentmidjourneyopenaiprompt-engineeringsemantic-searchstable-diffusiontext-to-imagetxt2img
Generative AI Area / Generative AI history, timelines, maps, and definitions | |||
| The Rise of Generative AI Large Language Models (LLMs) | : interactive timeline visualization made by Information Is Beautiful | ||
| The AI Timeline (@TheAITimeline) / X | |||
| Generative AI for Beginners: Part 1 — Introduction to AI | by Raja Gupta | Medium | |||
| Artificial Intelligence Learning Roadmap [AI Roadmap] 2024 | |||
| A Brief History of Generative AI - DATAVERSITY | |||
| A Simple Guide To The History Of Generative AI | Bernard Marr | |||
| Generative AI Timeline from January 2023 to July 2023 | |||
| The rise of generative AI: A timeline of triumphs, hiccups and hype | CIO Dive | |||
| Brief History In Time: Decoding the Evolution of Generative AI | LinkedIn | |||
| FirstMark | 2024 MAD (ML/AI/Data) Landscape | [🔥🔥🔥] : Full Steam Ahead The 2024 MAD (Machine Learning, AI & Data) Landscape | ||
| Timeline of AI forecasts - AI Digest | |||
| Generative AI Iceberg | |||
| Generative AI in a nutshell | [🔥🔥🔥] : a map with the most common Generative AI' concepts by Henrik Kniberg | ||
| 60+ Generative AI Terms You Must Know By Heart | : by Analytics Vidhya | ||
| The Four Wars of the AI Stack (Dec 2023 Recap) | : "recap of top items for the AI Engineer from Dec 2023" ("The Data Wars, The War of the GPU Rich/Poor, The Multimodality War, The RAG/Ops War") | ||
| GenAI Prism Infographic by Brian Solis | : A Framework for Collaborating with Generative AI | ||
| LLM Visualization | |||
| [2310.04438] A Brief History of Prompt: Leveraging Language Models | : the paper presents an exploration of the evolution of prompt engineering. The author, Golam Md Muktadir, extensively used ChatGPT for content generation | ||
| An AI Engineer’s Guide to Machine Learning and Generative AI | by ai geek (wishesh) | Oct, 2023 | Medium | |||
| Emerging Trends in Generative AI Research: A Selection of Recent Papers | |||
| The architecture of today's LLM applications - The GitHub Blog | |||
| [2310.07127] An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions | [🔥🔥🔥] : "a survey of 154 papers, providing a novel taxonomy and analysis of Human-GenAI Interactions from both human and Gen-AI perspectives" | ||
| The Building Blocks of Generative AI | by Jonathan Shriftman | Medium | |||
| Generative AI exists because of the transformer | [🔥] : a visual story by Financial Times | ||
| Early days of AI - by Elad Gil | : thoughts about AI as "an entirely new era and discontinuity from the past" | ||
| The Next Token of Progress: 4 Unlocks on the Generative AI Horizon | Andreessen Horowitz | |||
| [2309.07930] Generative AI | : discusses a model-, system-, and application-level view on generative AI | ||
| The state of AI in 2023: Generative AI’s breakout year | McKinsey | |||
| A jargon-free explanation of how AI large language models work | Ars Technica | |||
| The Generative AI Revolution: Exploring the Current Landscape | by Towards AI Editorial Team | Jun, 2023 | Towards AI | |||
| The Story of AI Winters and What it Teaches Us Today | |||
| There Would Have Been No LLMs Without This (episode#3 in the History series) | : timeline of LLMs by Turing Post | ||
| The Next Token of Progress: 4 Unlocks on the Generative AI Horizon | Andreessen Horowitz | : critical innovations on the horizon: steering, memory, ability to use tools, and multimodality | ||
| The economic potential of generative AI: The next productivity frontier | : report by McKinsey Jun 2023 | ||
| A survey of Generative AI Applications | arxiv | : "this survey aims to serve as a valuable resource for researchers and practitioners to navigate the rapidly expanding landscape of generative AI" | ||
| Paper Digest - ChatGPT | : Recent Papers on ChatGPT | ||
| AI Index Report 2023 – Artificial Intelligence Index | : report that measures trends in AI written by the Human-Centered Artificial Intelligence from Stanford University | ||
| A Survey of Large Language Models | : paper that summarizes the evolution of language models, with a focus on LLMs, discussing their advances, techniques, and impact on AI development and usage | ||
| The Generative AI Timeline | : post in Linkedin by David Foster | ||
| Who Owns the Generative AI Platform? | Andreessen Horowitz | : this article discusses the generative AI market and presents an interesting technology stack of the area | ||
| A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT | arxiv | |||
| Toward General Design Principles for Generative AI Applications | [🔥🔥] : this paper presents a set of seven principles for the design of generative AI applications | ||
| The landscape of generative AI landscape reports | by Ramsri Goutham | Jan, 2023 | Medium | [🔥] : a meta report on the reports published by 9 venture capital firms | ||
| Generative AI with Cohere: Part 1 - Model Prompting | : overview of Generative AI by Cohere AI | ||
| Generative AI with Cohere: Part 2 - Use Case Ideation | : a list of Generative AI use cases by Cohere AI | ||
| Large Language Models and Where to Use Them: Part 1 | : a list of LLM use cases by Cohere AI | ||
| Large Language Models and Where to Use Them: Part 2 | |||
| What's the big deal with Generative AI? Is it the future or the present? | : summarization of the area of Generative AI by Cohere AI | ||
| Timeline of AI and language models | : LLM timeline organized by Dr Alan D. Thompson from Life Architect | ||
| A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT | arxiv | |||
| A Review of Generative AI from Historical Perspectives | : paper by Dipankar Dasgupta, Deepak Venugopal and Kishor Datta Gupta | ||
| Matt Shumer on Twitter: "The definitive AI market map Twitter thread" | : "The definitive AI market map Twitter thread" | ||
| Base11 Research - generative-ai | [🔥] : report about Generative AI produced by the investment firm Base10 | ||
| Engines of Wow: AI Art Comes of Age – Steve Murch | |||
| AI exploded on the scene at the end of 2022 / Twitter | : categories for analyzing tools of Generative AI | ||
| Mapping the Generative AI landscape | Antler | [🔥🔥🔥] | ||
| AI Timeline | [🔥🔥🔥] : A history of text-to-image ML models by Fabian Mosele | ||
| AI-Generated Art | : From Text to Images & Beyond Examples | ||
| 1 week of Stable Diffusion | multimodal.art | |||
Generative AI Area / Ethics, Philosophical questions and Discussions about Generative AI | |||
| The Five Stages Of AI Grief - NOEMA | |||
| Generative AI Ethics: 8 Biggest Concerns and Risks | |||
| Automated Social Science: Language Models as Scientist and Subjects | NBER | |||
| It’s time to retire the term “user” | : the proliferation of AI means we need a new word | ||
| Understanding how personality traits, experiences, and attitudes shape negative bias toward AI-generated artworks | Scientific Reports | |||
| Tracking AI | : Monitoring Bias in Artificial Intelligence Chatbots | ||
| Will AI’s Next Wave of Super Intelligence Replace Human Ingenuity? It’s Complicated - Grit Daily News | |||
| Who is Afraid of Frankenstein? And of Generative AI? | Fast Company Brasil | [PT-BR] | ||
| Hito Steyerl, Mean Images, NLR 140/141, March–June 2023 | |||
| The copyright conundrum of AI art - The Verge | |||
| Recommendations for the advancement of artificial intelligence in Brazil – ABC | [PT-BR] | ||
| We must stop AI replicating the problems of surveillance capitalism | |||
| Artificial Intelligence at the Service of Collective Intelligence | |||
| New Training Method Helps AI Generalize like People Do - Scientific American | |||
| [2310.01405] Representation Engineering: A Top-Down Approach to AI Transparency | : "an approach to enhancing the transparency of AI systems that draws on insights from cognitive neuroscience" | ||
| Generative AI Resources for Berkeley Law Faculty & Staff - Berkeley Law | |||
| Licensing is neither feasible nor effective for addressing AI risks | |||
| Generative AI companies must publish transparency reports | |||
| Does ChatGPT have a liberal bias? | |||
| More human than human: measuring ChatGPT political bias | Public Choice | |||
| Redefining Bias: The Human Prejudice Against AI | Medium | |||
| AI Art and its Impact on Artists | : paper published in the Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society | ||
| The Age of AI has begun | Bill Gates | |||
| The AIKEA Effect | : by Artur Piszek | ||
| Ethics of Artificial Intelligence: Case Studies and Options for Addressing Ethical Challenges | SpringerLink | |||
| Embracing change and resetting expectations | Microsoft Unlocked | : text by Terence Tao | ||
| Art and the science of generative AI | Science | |||
| Where AI evolves from here | |||
| The Age of AI has begun | : notes by Bill Gates | ||
| GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models | : OpenAI's paper that discusses the possible implications of GPTs on the U.S. labor market | ||
| Why generative AI scares artists but not content writers | |||
| Cultures in AI/AI in Culture | : NeurIPS 2022 Workshop webpage | ||
| AI Data Laundering - Waxy.org | : How Academic and Nonprofit Researchers Shield Tech Companies from Accountability | ||
| (1232) The End of Art: An Argument Against Image AIs - YouTube | [🔥🔥🔥] : video essay by Steven Zapata | ||
| The End of Art: An Argument Against Image AIs (Public) - Google Docs | [🔥🔥🔥] : transcript of the video essay by Steven Zapata | ||
| Generative AI: A Creative New World | Sequoia Capital US/Europe | [🔥🔥🔥] : report by Sequoia Capital about the possible applications of Generative AI | ||
| Synthetic Creativity - by Cavin - Deep Markets | |||
| Our Vision for the Future of Synthetic Media | by Victor Riparbelli | Medium | |||
| Deep Else | : A Critical Framework for AI Art | ||
| How Photography Became An Art Form | Aaron Hertzmann’s blog | |||
| Can Computers Create Art? by Aaron Hertzmann | : 2018's essay published on the Arts Journal | ||
| Text Is the Universal Interface - Scale | |||
| This artist is dominating AI-generated art. And he’s not happy about it. | MIT Technology Review | |||
| The REAL fight over AI art: StableDiffusion | Reddit | |||
| Rutkowski battling AI art overlord | Reddit | |||
| Instead of mining cryptocoins with GPUs, are we now mining art? | Reddit | |||
| Using AI to create art is NOT art! | Reddit : ArtistLounge | |||
| Appreciating the Poetic Misunderstandings of A.I. Art | The New Yorker | |||
Generative AI Area / Critical Views about Generative AI | |||
| [2406.17864] AI Risk Categorization Decoded (AIR 2024) | : From Government Regulations to Corporate Policies | ||
| "AI for Good" Campaigns Are the Wrong Approach - IEEE Spectrum | |||
| Generative AI is not the panacea we’ve been promised | Eric Siegel for Big Think+ - YouTube | |||
| Thoughts on GenAI by James Gosling | |||
| Automated Social Science: Language Models as Scientist and Subjects | NBER | |||
| When Will the GenAI Bubble Burst? - by Gary Marcus | |||
| Nightshade, the tool that ‘poisons’ data, gives artists a fighting chance against AI | TechCrunch | |||
| How AI Fails Us | Edmond & Lily Safra Center for Ethics | |||
| Generative AI Has a Visual Plagiarism Problem - IEEE Spectrum | : "Experiments with Midjourney and DALL-E 3 show a copyright minefield" | ||
| [2308.03762] GPT-4 Can't Reason | : "despite the genuinely impressive improvement, there are good reasons to be highly skeptical of GPT-4's ability to reason" | ||
| Risk and Harm: Unpacking Ideologies in the AI Discourse | Proceedings of the 5th International Conference on Conversational User Interfaces | |||
| [2305.18654] Faith and Fate: Limits of Transformers on Compositionality | |||
| [2210.02667] A Human Rights-Based Approach to Responsible AI | |||
| On the Dangers of Stochastic Parrots | Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency | |||
| This new data poisoning tool lets artists fight back against generative AI | MIT Technology Review | |||
| The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market by Xiang Hui, Oren Reshef, Luofeng Zhou :: SSRN | |||
| AI in Education Group Meeting Notes - Google Docs | |||
| Syllabi Policies for AI Generative Tools - Google Docs | |||
| Five takeaways from UK’s AI safety summit at Bletchley Park | Artificial intelligence (AI) | The Guardian | |||
| Frontier AI: capabilities and risks – discussion paper - GOV.UK | |||
| AI Safety Summit Policy Updates | AISS 2023 | |||
| Responsible enterprise decisions with knowledge-enriched generative AI | Deloitte Netherlands | |||
| [2310.13149] Understanding Generative AI in Art: An Interview Study with Artists on G-AI from an HCI Perspective | |||
| [2309.12338] Artificial Intelligence and Aesthetic Judgment | : "as generative AI influences contemporary aesthetic judgment we outline some of the pitfalls and traps in attempting to scrutinize what AI generated media means" | ||
| AI Worship | Marginal REVOLUTION | |||
| Artificial intelligence technology behind ChatGPT was built in Iowa — with a lot of water | AP News | |||
| ChatGPT is fun, but not an author | Science | |||
| Behind the AI boom, an army of overseas workers in ‘digital sweatshops’ | The Washington Post | : Scale AI’s Remotasks workers in the Philippines cry foul over low pay | ||
| It’s Not Intelligent If It Always Halts: A Critical Perspective on Current Approaches to AGI | Life Is Computation | |||
| The human costs of the AI boom | TechCrunch | |||
| AI Scams, Spam, Hacking, Are Ruining the Internet | |||
| The ChatGPT revolution is another tech fantasy | |||
| Why AI Will Save the World | Andreessen Horowitz | |||
| Hollywood studios proposed AI contract that would give them likeness rights ‘for the rest of eternity’ - The Verge | |||
| The shady world of Brave selling copyrighted data for AI training | |||
| Inside the AI Factory: the humans that make tech seem human - The Verge | |||
| Why transformative artificial intelligence is really, really hard to achieve | |||
| AI and the automation of work — Benedict Evans | |||
| Yuval Noah Harari argues that AI has hacked the operating system of human civilisation | |||
| Generative AI Takes Stereotypes and Bias From Bad to Worse | |||
| Governance of superintelligence by OpenAI | |||
| AIAAIC - AIAAIC Repository | : "The independent, open, public interest resource detailing incidents and controversies driven by and relating to artificial intelligence, algorithms, and automation" | ||
| Just Calm Down About GPT-4 Already - IEEE Spectrum | |||
| Pause Giant AI Experiments: An Open Letter - Future of Life Institute | |||
| "OpenAI released plugins for ChatGPT" | : tweet from with a list of reflections about the impact of ChatGPT plugins | ||
| Is a socially fair Artificial Intelligence possible? | Uma Inteligência Artificial socialmente justa é possível? | : post in Portuguese by H.D. Mabuse | ||
| Noam Chomsky on ChatGPT: It's "Basically High-Tech Plagiarism" and "a Way of Avoiding Learning" | Open Culture | |||
| Despite Their Feats, Large Language Models Still Haven't Contributed to Linguistics | Towards Data Science | |||
| Will ChatGPT Kill the Student Essay? | The Atlantic | |||
| What ChatGPT and generative AI mean for science | Nature | |||
| ChatGPT Is a Bullshit Generator Waging Class War | |||
| Some thoughts about generative AI and the future of education – Mark Carrigan | |||
| Educator Considerations for ChatGPT - OpenAI API | |||
| Stable Diffusion Frivolous · Because lawsuits based on ignorance deserve a response. | : a community response for the "Stable Diffusion litigation" | ||
| Stable Diffusion litigation · Joseph Saveri Law Firm & Matthew Butterick | |||
| Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations | OpenAI | |||
| Abstracts written by ChatGPT fool scientists | |||
| When Machines Change Art | Aaron Hertzmann’s blog | |||
| The Dark Risk of Large Language Models | WIRED UK | |||
| ChatGPT, DALL-E 2 and the collapse of the creative process | |||
| What AI-Generated Art Really Means for Human Creativity | WIRED | |||
| Forecasting Potential Misuses of Language Models for Disinformation Campaigns—and How to Reduce Risk | |||
| The Dark Side of AI Art: 4 Potential Issues With the Growing Trend | |||
| Armed With ChatGPT, Cybercriminals Build Malware And Plot Fake Girl Bots | |||
| ChatGPT And The Mass Production Of Office Work - Farsight | |||
| The Danger Of ChatGPT Nobody Talks About | by Jacob Ferus | Dec, 2022 | Medium | |||
| Mind Control in the Metaverse. If we’ve learned anything about… | by Louis Rosenberg | Predict | Dec, 2022 | Medium | |||
| The Brilliance and Weirdness of ChatGPT - The New York Times | |||
| Como o texto gerado por Inteligência Artificial está envenenando a Internet - MIT Technology Review | |||
| O ChatGPT é o momento “Jurassic Park” da inteligência artificial - NeoFeed | |||
| Por favor, mais racionalidade e menos frenesi em relação ao chatGPT (Parte 1 de 2) | by Cezar Taurion | Dec, 2022 | Medium | |||
| E se estivermos usando uma IA pseudocientífica? - Diogo Cortiz | |||
| As limitações da sensação tecnológica de 2023: o ChatGPT | IAgora? | Época NEGÓCIOS | |||
| 7 Revealing Ways AIs Fail - IEEE Spectrum | |||
Generative AI Area / Generative AI Tools Directories | |||
| A.I. Productivity Tools | |||
| ToolList.ai | : AI Tools Aggregator | ||
| Toolify | : AI Tools Directory & AI Tools List | ||
| LLM Explorer | : A Curated LLM List. Explore LLM List of the Open-Source LLM Models | ||
| OrbicAI | : "The Larget AI Directory, GPT Stores, AWS PartyRocks Apps and Lots of Free AI Tools" | ||
| Altern | : "Gateway to AI Discoveries" | ||
| ainave | : "navigate the world of AI with ease", curated AI Tools and AI News | ||
| AI Search | : Find AI Tools & Apps | Search The Most Complete AI Tools Directory | AI Search | ||
| AiSuperSmart Ai Tool Directory | : Find Ai Tools According to your Use Cases! | ||
| HD Robots | : AI tools directory with chatbot assistant | ||
| AIForme | : AI tools discovery platform with comparison feature | ||
| Technologies in LabLab | : list of AI tools suggested by for their hackathons | ||
| Vondy - Next Generation AI Apps | : collection of AI tools organized by tasks | ||
| AI Tool Master List | : directory maintained by ClickUp | ||
| AI Valley | : "The Newest AI Tools And Prompts" | ||
| AI Finder | : repository with more than 1500 AI tools | ||
| BestWebbs | : "one-stop destination for all AI Tools" | ||
| Future Tools - Find The Exact AI Tool For Your Needs | : list of AI tools | ||
| Futurepedia - The Largest AI Tools Directory | Home | : directory of AI tools | ||
| There's An AI For That | : AI database | ||
| AI Depot - Discover New AI Tools | : collection of AI tools organized by tags and presented in a card format | ||
| Generative AI Database | : a database in Notion with types, models, sectors, URLs, and APIs | ||
| Altern | The place to discover new AI tools and products | ||
| The Generative AI Landscape | : "a collection of awesome generative AI applications" | ||
| The ultimate list of AI tools for creators | Descript | : collection organized by Descript | ||
| Maxim AI | : a generative AI evaluation and observability platform | ||
Generative AI Area / Courses and Educational Materials | |||
| Niraj-Lunavat/Artificial-Intelligence | : Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools | ||
| Generative AI Explained by NVIDIA | : A no-coding course by NVIDIA that presents Generative AI concepts and applications, as well as the challenges and opportunities in the field | ||
| Paulescu/hands-on-rl: Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽 | 1,061 | 7 months ago | |
| DataCamp's Become a Generative AI Developer series | : 9 code-alongs on building chatbots using LangChain and the OpenAI and Pinecone APIs, and working with the Hugging Face ecosystem. Free, for a limited time only | ||
| rasbt/LLMs-from-scratch | 27,618 | 4 days ago | : Implementing a ChatGPT-like LLM from scratch, step by step |
| Introduction to Generative AI | SqillPlan | : introduction to Generative AI, including models such as GANs, Variational Autoencoders, Autoregressive Models, and their applications, evaluation, ethics, and challenges | ||
| udlbook/udlbook | 6,123 | 12 days ago | : Understanding Deep Learning by Professor Simon J.D. Prince |
| Book: Understanding Deep Learning | : website with the book draft and Google Colabs of the book by Simon J.D. Prince | ||
| List of Generative AI Learning resources from AWS and Google | : list organized as a LinkedIn post by Ankit Agarwal | ||
| How AI chatbots like ChatGPT or Bard work – visual explainer | The Guardian | |||
| Generative AI for Beginners | [🔥🔥] : introductory 12 lesson course by Microsoft | ||
| Introduction to Generative AI | : series of Medium articles by Youssef Hosni | ||
| Animated AI | : animations and instructional videos about neural networks | ||
| Deep Learning AI - Learn the fundamentals of generative AI for real-world applications | : created in partnership with AWS, this course presents the fundamentals of how generative AI works and how to deploy it in real-world applications | ||
| Google Cloud Skills Boost - Introduction to Generative AI | : an introductory level microlearning course covering Google Tools aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods | ||
| Google Cloud Skills Boost: Generative AI learning path | : curated content on Generative AI "from the fundamentals of Large Language Models to how to create and deploy generative AI solutions on Google Cloud" | ||
| AI for Industrial Design | : "students at the National University of Singapore explore AI’s capability for design in a semester course and share what they learned. Directed by Donn Koh at the Division of Industrial Design, NUS." | ||
| Let Us Show You How GPT Works — Using Jane Austen - The New York Times | |||
| ChatGPT Prompt Engineering for Developers - DeepLearning.AI | [🔥🔥🔥] : short course taught by Isa Fulford (OpenAI) and Andrew Ng (DeepLearning.AI) that provide best practices for prompt engineering | ||
| DAIR.AI | [🔥🔥🔥] : Democratizing Artificial Intelligence Research, Education, and Technologies | ||
| Welcome to the 🤗 Deep Reinforcement Learning Course | : a Hugging Face Course on Deep Reinforcement Learning | ||
| Crash course in AI art generation by PromptHero | : paid ($99) course focused on prompt engineering | ||
| Visual intuition for diffusion models and AI art. #stablediffusionart #aiart #aiartwork #aiartcommunity | |||
| The Illustrated Stable Diffusion by Jay Alammar | : "gentle introduction [on] how Stable Diffusion works" | ||
| johnowhitaker/tglcourse | 131 | over 1 year ago | [🔥] : The Generative Landscape - a course on generative modelling (currently unfinished) |
| Words are Images | BustBright - Machine Learning Art | : 7-week Online class starting October 24th, 2022 by | ||
| Grokking Stable Diffusion.ipynb - Colaboratory - Part 1 | : notebook by exploring Stable Diffusion details | ||
| Grokking Stable Diffusion: Textual Inversion.ipynb - Colaboratory - Part 2 | : sequel to Grokking Stable Diffusion by that focus on Text Inversion | ||
| GitHub - johnowhitaker/aiaiart | 564 | almost 2 years ago | : Course content and resources for the AIAIART course |
| Implementation/tutorial of stable diffusion with side-by-side notes by labml.ai | Twitter | |||
| Practical Deep Learning for Coders 2023 - Part II | : continuation of the course focusing on the implementation of Stable Diffusion from scratch | ||
| Practical Deep Learning for Coders 2022 - Part I | : "free course designed for people with some coding experience who want to learn how to apply deep learning and machine learning to practical problems" by Jeremy Howard | ||
Generative AI Area / Human-AI Interaction | |||
| UX for AI: How to Power Human Experiences with AI - Design Tool Tuesday - YouTube | |||
| Behind-the-Design: Meet Copilot by Microsoft Design | |||
| [2310.07127] An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions | [🔥🔥🔥] : "a survey of 154 papers, providing a novel taxonomy and analysis of Human-GenAI Interactions from both human and Gen-AI perspectives" | ||
| Guidelines for Human-AI Interaction - Microsoft Research | : a set of "18 generally applicable design guidelines for human-AI" interaction | ||
Generative AI Area / Papers Collection | |||
| Paper Digest - ChatGPT | : Recent Papers on ChatGPT | ||
| dair-ai/ML-Papers-Explained | 7,029 | 11 days ago | : Explanation to key concepts in ML |
| AI Reading List - Google Docs | : reading list organized by | ||
| Aman's AI Journal • Papers List | : set of seminal AI/ML papers curated by Aman Chadha | ||
| Casual GAN Papers Reading Club | : Community knowledge base for Casual GAN Papers | ||
| Casual GAN Papers | : Easy to read summaries of popular AI papers | ||
| The Illustrated VQGAN | : illustrated explanation on how VQGAN works | ||
| CLIP: Connecting Text and Images | : OpenAI's explanation on how CLIP works | ||
| VQGAN+CLIP — How does it work?. The synthetic imagery (“GAN Art”) scene… | by Alexa Steinbrück | Medium | |||
| The Methods Corpus | Papers With Code | |||
| https://ieeexplore.ieee.org/abstract/document/9043519 | : A State-of-the-Art Review on Image Synthesis With Generative Adversarial Networks | ||
| Utilizando redes adversárias generativas (GANs) como agente de apoio à inspiração para artistas | : Trabalho de Graduação de Cláudio Carvalho no Centro de Informática - UFPE | ||
| GAN Lab | : Play with Generative Adversarial Networks in Your Browser! | ||
| [PDF] Music2Video: Automatic Generation of Music Video with fusion of audio and text | Semantic Scholar | |||
| [PDF] Active Divergence with Generative Deep Learning - A Survey and Taxonomy | Semantic Scholar | |||
| [PDF] Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities | Semantic Scholar | |||
Generative AI Area / Online Tools and Applications | |||
| Lunroo | : 45+ Free AI Tools for Social Media Marketing. Save your time on routine tasks using AI | ||
| COUNT | : AI-powered accounting for small businesses | ||
| Competitor Research | : AI tool to help companies track their competitors | ||
| StartKit.AI | : Boilerplate for quickly building AI products | ||
| No-Code Scraper | : Data Scraping without Code - Seamlessly extract data from any website with just a few simple inputs | ||
| BacklinkGPT | : AI-powered link-building platform that helps you generate personalized outreach messages for faster link building | ||
| VocalReplica | : AI-Powered Vocal and Instrumental Isolation for Your Favorite Tracks | ||
| LangMagic | : Learn languages from native content | ||
| Persuva | : Persuva is the AI-driven platform to create persuasive, high-converting ad copy at scale | ||
| Dittto.ai | : Fix your hero copy with an AI trained on top SaaS websites | ||
| SEOByAI | : Rank Faster on Google with FREE AI SEO Tools | ||
| SinglebaseCloud | : AI-powered backend platform with Vector DB, DocumentDB, Auth, and more to speed up app development | ||
| TrollyAI | : Create professional SEO articles, 2x faster | ||
| WebscrapeAI | : Scrape any website without code using AI | ||
| Architecture Helper | : Analyze any building architecture, and generate your own custom styles, in seconds | ||
| AI-Flow | : Connect multiple AI models easily | ||
| Code to Flow | : Visualize, Analyze, and Understand Your Code flow. Turn Code into Interactive Flowcharts with AI. Simplify Complex Logic Instantly | ||
| Recast Studio | : AI-powered podcast marketing assistant | ||
| Clipwing | : A tool for cutting long videos into dozens of short clips | ||
| Tailor | : Get a daily podcast and newsletter, created for you by an AI | ||
| ZZZ Code AI | : AI-powered free website to get any programming question answered or code generated | ||
| Scribble Diffusion | : turn your sketch into a refined image using AI | ||
| Paint by Text | : Edit your photos using written instructions, with the help of an AI | ||
| Scenario AI | : AI-generated game assets | ||
| AnimalAI | : custom AI-generated animal portraits (profits are directed to various wildlife conservation organizations) | ||
| starryai | : AI Art Generator App - AI Art Maker | ||
| ProsePainter | : an interactive tool to "paint with words." It incorporates guidable text-to-image generation into a traditional digital painting interface | ||
| ProsePainter: Image + Sketching Interface + CLIP! - YouTube | |||
| Cocreator AI | : creative computer agent (in wait list) | ||
| Runway ML | : AI video creation suite | ||
| Hotpot.ai - Hotpot.ai | : set of AI Tools to post-process images | ||
| Toonify yourself by Justin Pinkney | : turn a human face into a cartoon | ||
| deepart.io | : a online tool for applying style transfer | ||
| Artbreeder | : web-based tool to generate images by breeding existing images | ||
| Ostagram.ru | : image style transfer plataform | ||
| cleanup.pictures | : remove objects, people, text and defects from any picture for free | ||
| remove.bg | : remove background from images | ||
| Quick, Draw! | : can a neural network learn to recognize doodling? A game to help NL by adding users drawing | ||
| Nekton.ai | : automate your workflows with AI | ||
| Documind.chat | : Chat with PDF using AI. Documind is a powerful chat with pdf tool that lets you ask questions from your pdf documents | ||
| Snowpixel | : Generate Images/Videos/Animations/Audio/Music/3D Objects with Text and/or Image. Upload your own data to create custom models | ||
| Chatpdf.so | : Talk to PDF using GPT4 AI. Chatpdf.so is a chatpdf tool that lets you do question answering on your pdf documents | ||
| Yona.ai | : Create deeply personalized AI chatbots from your own conversations, your stories, your data. You can harness the power of your chat history to build an AI companion for a nostalgic trip down memory lane, whimsical fantasies, or any other unique purpose | ||
| Voicesphere | : Chat with your documents to get intelligent, context specific answers | ||
| Tune AI | : AI chat app powered by open source models | ||
| GPT Mobile | 126 | 26 days ago | GPT Mobile is an Android app that can chat with multiple LLMs at once! Currently supports ChatGPT, Anthropic Claude, and Google Gemini |
Text / Small Language Models | |||
| [2402.17764] The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits | |||
| mbzuai-oryx/MobiLlama | 583 | 7 months ago | : Small Language Model tailored for edge devices |
Text / Large Language Models (LLMs) | |||
| F*** You, Show Me The Prompt | : quickly understand inscrutable LLM frameworks by intercepting API calls | ||
| danielmiessler/fabric | 22,849 | 11 days ago | : fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere |
| langfuse/langfuse | 5,705 | 4 days ago | : Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more |
| naklecha/llama3-from-scratch | 13,093 | 4 months ago | : llama3 implementation one matrix multiplication at a time |
| [2405.03825] Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence | |||
| Open challenges in LLM research | |||
| stanfordnlp/dspy | 17,069 | 4 days ago | : DSPy: The framework for programming — not prompting — foundation models |
| Groq | : service focused on fast inference speed, providing API access to Llama 2 70B-4K and Mixtral 8x7B-32K | ||
| LLMLingua | [🔥🔥🔥] : Designing a Language for LLMs via | ||
| Floom | 35 | 6 months ago | AI gateway and marketplace for developers, enables streamlined integration of AI features into products |
| rasbt/LLMs-from-scratch | 27,618 | 4 days ago | : Implementing a ChatGPT-like LLM from scratch, step by step |
| GoogleCloudPlatform/generative-ai | 6,801 | 11 days ago | : Sample code and notebooks for Generative AI on Google Cloud |
| LLM Visualization | |||
| Automatic Hallucination detection with SelfCheckGPT NLI | |||
| StreamingLLM gives language models unlimited context | : giving language models unlimited context | ||
| iusztinpaul/hands-on-llms | 2,974 | 6 months ago | : learn about LLMs, LLMOps, and vector DBs for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴 |
| Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation) | |||
| Poe | : a platform that lets people ask questions, get instant answers, and have back-and-forth conversations with a wide variety of AI-powered bots | ||
| [2311.01555] Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers | |||
| State of LLM Apps 2023 · Streamlit | [🔥🔥] | ||
| The architecture of today's LLM applications - The GitHub Blog | |||
| Demystifying LLMs: How they can do things they weren't trained to do - The GitHub Blog | |||
| How AI chatbots like ChatGPT or Bard work – visual explainer | The Guardian | |||
| cpacker/MemGPT | 11,540 | 5 days ago | : teaching LLMs memory management for unbounded context |
| [2307.10169] Challenges and Applications of Large Language Models | : a systematic set of open problems and application successes of LLM area | ||
| Related resources from around the web | OpenAI Cookbook | : tools and papers for improving outputs from GPT | ||
| Patterns for Building LLM-based Systems & Products | [🔥🔥🔥] : "practical patterns for integrating large language models (LLMs) into systems & products" by Eugene Yan | ||
| Hannibal046/Awesome-LLM: Awesome-LLM | 17,376 | 24 days ago | : a curated list of Large Language Model |
| [2309.06794] Cognitive Mirage: A Review of Hallucinations in Large Language Models | |||
| Generative AI for Strategy & Innovation | : an experiment about management theories with ChatGPT by Harvard Business Review Italia | ||
| The TextFX project | : "AI-powered tools for rappers, writers and wordsmiths" (partnership between Lupe Fiasco and Google) | ||
| A jargon-free explanation of how AI large language models work | Ars Technica | |||
| What We Know About LLMs (Primer) | [🔥🔥🔥] | ||
| A simple guide to fine-tuning Llama 2 | Brev docs | |||
| microsoft/semantic-kernel | 21,442 | 4 days ago | : integrate cutting-edge LLM technology quickly and easily into your apps |
| CoPrompt | : platform for teams to use ChatGPT together | ||
| Emerging Architectures for LLM Applications | Andreessen Horowitz | [🔥🔥🔥] : "a reference architecture for the emerging LLM app stack" | ||
| Advanced Guide to ChatGPT | : guide by Neatprompts.com | ||
| Falcon LLM - Home | : a foundational large language model (LLM) with 40 billion parameters trained on one trillion tokens shared by Technology Innovation Institute from Abu Dhabi | ||
| The Hugging Face Open LLM Leaderboard | [🔥🔥🔥] : "the 🤗 Open LLM Leaderboard aims to track, rank and evaluate LLMs and chatbots as they are released" | ||
| google/BIG-bench | 2,818 | 2 months ago | : "a collaborative benchmark intended to probe large language models and extrapolate their future capabilities" |
| togethercomputer/OpenChatKit | 9,003 | 6 months ago | : provides an open-source base to create both specialized and general purpose chatbots for various applications |
| Paper Digest - ChatGPT | : Recent Papers on ChatGPT | ||
| Let Us Show You How GPT Works — Using Jane Austen - The New York Times | |||
| Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks | arxiv | : "a novel framework called Search-in-the-Chain (SearChain) to improve the accuracy, credibility and traceability of LLM-generated content for multi-hop question answering" | ||
| Mooler0410/LLMsPracticalGuide | 9,291 | 4 months ago | [🔥🔥🔥] : list of practical guide resources of LLMs based on the paper |
| hpcaitech/ColossalAI | 38,645 | 4 days ago | : Making large AI models cheaper, faster and more accessible |
| microsoft/LoRA | 10,341 | about 2 months ago | : Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s |
| kyrolabs/awesome-langchain | 7,448 | about 1 month ago | : 😎 Awesome list of tools and project with the awesome LangChain framework |
| Stability AI Launches the First of its StableLM Suite of Language Models — Stability AI | |||
| Free Dolly | The Databricks Blog | : open source, instruction-following LLM, fine-tuned on a human-generated instruction dataset licensed for research and commercial use | ||
| Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models | : paper with "a comprehensive survey of ChatGPT and GPT-4 and their prospective applications across diverse domains" | ||
| lm-sys/FastChat | 36,527 | 6 days ago | : The release repo for "Vicuna: An Open Chatbot Impressing GPT-4" [ ] |
| oobabooga/text-generation-webui | 39,731 | 5 days ago | [🔥🔥🔥] : a gradio web UI for running Large Language Models like GPT-J 6B, OPT, GALACTICA, LLaMA, and Pygmalion |
| Why LLaMa Is A Big Deal | Hackaday | : post that discusses the impact of LLaMa and Alpaca in popularizing LLMs and even using them in small hardware devices | ||
| logspace-ai/langflow | 29,611 | 4 days ago | : a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows |
| More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models | : paper on LLM Security | ||
| Cohere AI | : a way to integrate state-of-the-art language models to applications | ||
| Langchain for paper summarization | : using langchain to build a app for paper summarization | ||
| Red-Teaming Large Language Models | Hugging Faces | : strategies for testing LLMs against jailbreaks and attacks | ||
| hwchase17/langchain | 92,493 | 9 days ago | : "building applications with LLMs through composability" |
| Top Large Language Models (LLMs) in 2023 | MarkTechPost | : list with large language models from diverse companies | ||
| Godly | : Instant context for GPT3 | ||
| GPTZero | : "Detect AI Plagiarism. Accurately" | ||
| GPT-3 Apps | : GPT-3 Powered Micro Products (ex: cat namer, poet pocket, summarize) | ||
| Inside language models (from GPT-3 to PaLM) – Dr Alan D. Thompson – Life Architect | |||
| Google AI Blog: Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance | |||
| DeepMind says its new language model can beat others 25 times its size | MIT Technology Review | |||
| Integrated AI: How to talk to AI for free using nine platforms (Megatron, GPT-3, GPT-J, Wudao, J1..) - YouTube | by Dr Alan D. Thompson. The following references came from this video description | ||
| Haystack | 16,869 | 4 days ago | : framework for building applications with LLMs and Transformers (e.g. agents, semantic search, question-answering) |
| SolidUI | 573 | 8 months ago | : AI-generated visualization prototyping and editing platform, support 2D, 3D models, combined with LLM(Large Language Model) for quick editing |
Text / Large Language Models (LLMs) / Programming Frameworks for LLMs | |||
| DSPy: Not Your Average Prompt Engineering | : a post about the DSPy, a framework developed by the Stanford NLP group aimed at algorithmically optimizing language model prompts | ||
| stanfordnlp/dspy | 17,069 | 4 days ago | [🔥🔥🔥] : DSPy: The framework for programming — not prompting — foundation models |
Text / Large Language Models (LLMs) / Prompt Engineering | |||
| Narrow AI | : Automated Prompt Engineering and Optimization Platform | ||
| Anthropic's Prompt Engineering Interactive Tutorial | 5,127 | 10 days ago | |
| ncwilson78/System-Prompt-Library | 46 | about 2 months ago | : A library of shared system prompts for creating customized educational GPT agents |
| Promptstacks | : a prompt engineering community | ||
| Prompt engineering - OpenAI API | : OpenAI's document with strategies and tactics for getting better results from large language models | ||
| [2310.04438] A Brief History of Prompt: Leveraging Language Models | : the paper presents an exploration of the evolution of prompt engineering. The author, Golam Md Muktadir, extensively used ChatGPT for content generation | ||
| [2311.05661] Prompt Engineering a Prompt Engineer | : this paper deals with the problem of "constructing a meta-prompt that more effectively guides LLMs to perform automatic prompt engineering" | ||
| [2311.04155] Black-Box Prompt Optimization: Aligning Large Language Models without Model Training | |||
| Prompt Engineering Roadmap - roadmap.sh | [🔥🔥] | ||
| Learn Prompting | [🔥🔥🔥] : series of lessons of prompt engineering | ||
| Prompt Engineering | Lil'Log | [🔥🔥🔥] : prompt engineering learning notes by Lilian Weng | ||
| ChatGPT Prompt Engineering for Developers - DeepLearning.AI | [🔥🔥🔥] : short course taught by Isa Fulford (OpenAI) and Andrew Ng (DeepLearning.AI) that provide best practices for prompt engineering | ||
| Prompt Engineering Guide | [🔥🔥🔥] : a project by DAIR.AI that intends to educate researchers and practitioners about prompt engineering | ||
| the Book | : collection of prompts and hints of prompt engineering | ||
| dair-ai/Prompt-Engineering-Guide | 47,912 | 9 days ago | : Guide and resources for prompt engineering |
| zou-group/textgrad | 1,552 | 20 days ago | : Automatic "Differentiation" via Text, using large language models to backpropagate textual gradients |
| stanfordnlp/dspy | 17,069 | 4 days ago | [🔥🔥🔥] : DSPy: The framework for programming — not prompting — foundation models |
| vaibkumr/prompt-optimizer | 228 | 8 months ago | : Minimize LLM token complexity to save API costs and model computations |
| PromptPerfect | : "Optimize Your Prompts to Perfection" | ||
| LLMLingua | [🔥🔥🔥] : Designing a Language for LLMs via | ||
| danielmiessler/fabric | 22,849 | 11 days ago | : fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere |
| ChatGPT for designers | : ChatGPT Cheat Sheet V2 to craft better prompts | ||
| [2307.11760] Large Language Models Understand and Can be Enhanced by Emotional Stimuli | [🔥] | ||
| [2305.13252] "According to ..." Prompting Language Models Improves Quoting from Pre-Training Data | [🔥] | ||
| [2307.05300] Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration | [🔥] | ||
| timqian/openprompt.co | 1,169 | 11 days ago | : Create. Use. Share. ChatGPT prompts |
| 60 ChatGPT Prompts for Data Science (Tried, Tested, and Rated) | : post by Travis Tang from DataDrivenInvestor | ||
| f/awesome-chatgpt-prompts | 110,647 | 25 days ago | : this repo includes ChatGPT prompt curation to use ChatGPT better |
| brexhq/prompt-engineering | 8,315 | 11 months ago | : "Tips and tricks for working with Large Language Models like OpenAI's GPT-4" |
| How to write an effective GPT-3 prompt | Zapier | : a list of 6 GPT-3 tips for getting the desired output | ||
| The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts | : e-book by Fatih Kadir Akın ( ) | ||
| USP AI Prompt Book | : Stable Diffusion v2.1 Prompt Book | ||
| daspartho/prompt-extend | 178 | almost 2 years ago | : extending stable diffusion prompts with suitable style cues using text generation |
| Prompt Box | : "organize and save your AI prompts" | ||
| Midjourney artist reference - Google Sheets | |||
| Stable Diffusion Prompt Book — Stability.Ai | : prompt book for Stable Diffusion v2.0 and v2.1 released by Stability.AI | ||
| The Ultimate Stable Diffusion Prompt Guide by PromptHero | |||
| CLIP Interrogator - a Hugging Face Space by pharma | : image-to-text tool to figure out what a good prompt might be to create new images like an existing one | ||
| Prompt book for data lovers II - Google Slides | [🔥🔥🔥] : An open source exploration on text-to-image and data visualization | ||
| some9000/StylePile | 574 | over 1 year ago | : A helper script for AUTOMATIC1111/stable-diffusion-webui. Basically a mix and match to quickly get different results without wasting a lot of time writing prompts |
| Artists To Study | All images generated with Google Colab TPUs + CompVis/stable-diffusion-v1-4 + Huggingface Diffusers | : a systematic study of artists' styles made by | ||
| CLIP retrieval for laion5B | : CLIP retrieval using Laion5B. "It works by converting the text query to a CLIP embedding , then using that embedding to query a knn index of clip image embedddings" | ||
| rom1504/clip-retrieval | 2,356 | 6 months ago | : Easily compute CLIP embeddings and build a CLIP retrieval system with them |
| PromptDesign | Reddit | : Reddit community for "the art of communicating with natural language models" | ||
| Prompt Engineering and Zero-Shot/Few-Shot Learning [Guide] - inovex GmbH | : prompt engineering for text generation | ||
| clip-interrogator.ipynb - Colaboratory | : a tool for image-to-prompt | ||
| Useful Prompt Engineering tools and resources | Reddit | |||
| PromptHero | : Search the best prompts for Stable Diffusion, DALL-E and Midjourney | ||
| promptoMANIA | : AI art community with prompt generator | ||
| Lexica | : search over 10M+ Stable Diffusion images and prompts | ||
| list of artists for SD v1.4 A-C / D-I / J-N / O-Z | |||
| succinctly/text2image-prompt-generator · Hugging Face | : a GPT-2 model fine-tuned on the succinctly/midjourney-prompts dataset, which contains 250k text prompts that users issued to the Midjourney text-to-image service over a month period | ||
| The Prompter | vicc | Substack | : a newsletter about news, tips and thoughts around prompt engineering | ||
| (19) Nikhil Agrawal 📌 on Twitter | : 11 AI Images Prompt websites to level up the image quality | ||
| Phraser | : a tool that support prompt creation | ||
| PromptBase | Prompt Marketplace | : PromptBase is a marketplace for DALL·E, Midjourney & GPT-3 prompts, where people can sell prompts and make money from their prompt crafting skills | ||
| Professional AI whisperers have launched a marketplace for DALL-E prompts - The Verge | |||
| Visual Prompt Builder | : simple deck of illustrated card to combine modifiers for prompt building | ||
| Prompt Engineering Template - Google Sheets | : spreadsheet with lists of modifiers for prompt building and a lot of interesting links for reference | ||
| Prompt Engineering: From Words to Art - Saxifrage Blog | |||
| DALL·Ery GALL·Ery Resources | : DALL·E 2 and AI art prompt resources & tools to inspire beautiful images | ||
| [2204.13988] A Taxonomy of Prompt Modifiers for Text-To-Image Generation | |||
| List of Aesthetics | Aesthetics Wiki | Fandom | |||
| Artist Directory (Volcano Comparison) | AI Art Creation Wiki | Fandom | |||
| The DALL·E 2 Prompt Book – DALL·Ery GALL·Ery | |||
| DALL·Ery GALL·Ery | : A guide to OpenAI's DALL·E – prompts, projects, examples, and tips | ||
| (2) MASSIVE 💥 DALL-E 2 ANIME ⚡︎ KEYWORDS + MODIFIERS LIST ★ : haaaaven | : image prompt modifier collection by haaaaven | ||
| DrawBench | : a list of prompts the Google Imagen is organizing as a benchmark | ||
| CLIP Prompt Engineering for Generative Art - matthewmcateer.me | : list of styles tested with Quick CLIP Guided Diffusion | ||
| Adobe should make a boring app for prompt engineers (Interconnected) | |||
| [2206.00169] Discovering the Hidden Vocabulary of DALLE-2 | |||
| When SD just doesn't understand the prompt no matter how hard I try | Reddit | |||
| It's very interesting how some prompts have very defined output but other specific ones are not | Reddit | |||
Text / Large Language Models (LLMs) / Mamba | |||
| [2312.00752] Mamba: Linear-Time Sequence Modeling with Selective State Spaces | : alternative to Transformer architecture | ||
| Mamba: A shallow dive into a new architecture for LLMs | by Geronimo (@geronimo7) | Dec, 2023 | Medium | |||
| Mamba-Chat | 896 | 7 months ago | : A chat LLM based on the state-space model architecture |
Text / Large Language Models (LLMs) / Running LLMs Locally | |||
| PowerInfer | 7,892 | 23 days ago | : a high-speed inference engine for deploying LLMs locally |
| Ollama | [🔥🔥] : run Llama 2, Code Llama, and other models locally | ||
| GPT4All | : A free-to-use, locally running, privacy-aware chatbot. No GPU or internet required | ||
| LM Studio | : Discover, download, and run local LLMs | ||
| ggerganov/llama.cpp | 65,150 | 9 days ago | : Port of Facebook's LLaMA model in C/C++ |
Text / Large Language Models (LLMs) / Function Calling | |||
| Nexusflow/NexusRaven-V2-13B · Hugging Face | : "surpassing GPT-4 for Zero-shot Function Calling" | ||
Text / Large Language Models (LLMs) / GPTs and Assistant API | |||
| Featured GPTs | : curated custom GPTs list for daily tasks | ||
| AllGPTs | : a directory to find GPTs | ||
Text / Large Language Models (LLMs) / Retrieval-Augmented Generation (RAG) | |||
| ragapp/ragapp | 3,152 | 11 days ago | : an alternative to use Agentic RAG in enterprises |
| LlamaParse | : GenAI-native document parsing platform by LlamaIndex | ||
| Retrieval-Augmented Generation for Large Language Models: A Survey | |||
| weaviate/Verba | 6,024 | 12 days ago | : Retrieval Augmented Generation (RAG) chatbot powered by Weaviate |
| imartinez/privateGPT | 53,689 | 4 days ago | : "Interact with your documents using the power of GPT, 100% privately, no data leaks" |
| pinecone-io/canopy | 948 | about 1 month ago | : Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone |
| Forget RAG, the Future is RAG-Fusion | : post by Adrian H. Raudaschl in Towards Data Science | ||
| Rerankers and Two-Stage Retrieval | Pinecone | |||
| Retrieval Augmented Generation | Pinecone | |||
| dssjon/biblos: biblos.app | 194 | about 1 month ago | : example of RAG architecture using semantic search and summarization for retrieving Bible passages |
Text / Large Language Models (LLMs) / Embeddings and Semantic Search | |||
| 🪆 Introduction to Matryoshka Embedding Models | |||
| Getting creative with embeddings by Amelia Wattenberger | |||
| The Hidden Life of Embeddings: Linus Lee - YouTube | |||
| neuml/txtai | 8,771 | 5 days ago | : semantic search and workflows powered by language models |
| facebookresearch/faiss | 30,495 | 15 days ago | : A library for efficient similarity search and clustering of dense vectors |
| Optimize Your Chatbot’s Conversational Intelligence Using GPT-3 | by Amogh Agastya | Better Programming | : tutorial presenting semantic search concepts | ||
| whitead/paper-qa | 5,854 | 4 days ago | [🔥] : "LLM Chain for answering questions from documents with citations", |
| What is Semantic Search? | |||
| Learning Center | Pinecone | : Pinecone's guides to vector embeddings | ||
| BLIP+CLIP | CLIP Interrogator | Kaggle | : a Kaggle notebook for image description and captioning (imate-to-text) | ||
| jerryjliu/gpt_index: GPT Index (LlamaIndex) | 35,651 | 4 days ago | : a project to make it easier to use large external knowledge bases with LLMs |
| Llama Hub | : a repository of data loaders for LlamaIndex (GPT Index) and LangChain | ||
| Chroma | : an open-source AI-native database that makes it easy to use embeddings | ||
Text / Large Language Models (LLMs) / Autonomous LLM Agents | |||
| TailorTask | Automate any boring task, without code and without having to learn a new tool | ||
| [2406.04784] SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals | |||
| [2406.04692] Mixture-of-Agents Enhances Large Language Model Capabilities | |||
| MervinPraison/PraisonAI | 2,116 | 24 days ago | : PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collaboration |
| Practices for Governing Agentic AI Systems | : paper by OpenAI that offers a set of practices for keeping agents’ operations safe and accountable | ||
| [2312.05230] Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning | |||
| [2309.02427] Cognitive Architectures for Language Agents | : "we draw on the rich history of cognitive science and symbolic artificial intelligence to propose Cognitive Architectures for Language Agents (CoALA)" | ||
| [2309.07864] The Rise and Potential of Large Language Model Based Agents: A Survey | |||
| [2310.01444] Adapting LLM Agents Through Communication | |||
| [2309.17288] AutoAgents: A Framework for Automatic Agent Generation | |||
| Exploring Multi-Persona Prompting for Better Outputs | : "method of prompt engineering that instructs the LLM to summon multiple personas and have them work together to solve a task" | ||
| Conceptual Framework for Autonomous Cognitive Entities | : a paper that "introduces the Autonomous Cognitive Entity (ACE) model, a novel framework for a cognitive architecture, enabling machines and software agents to operate more independently" | ||
| Mindstorms in Natural Language-Based Societies of Mind | : a paper that evaluates the natural language-based societies of mind (NLSOMs), leveraging mindstorms in them to solve some practical AI tasks | ||
| AutoGen | Microsoft | : multi-agent conversation framework as a high-level abstraction by Microsoft [ ] | ||
| OpenBMB/ChatDev | 25,199 | 17 days ago | : create customized software using natural language idea (through llm-powered multi-agent collaboration) |
| a16z-infra/ai-town | 7,385 | 20 days ago | : A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize |
| AI Town | : a virtual town where AI characters live, chat and socialize | ||
| joonspk-research/generative_agents - Generative Agents | 16,233 | about 2 months ago | : code for interactive simulacra of human behavior |
| AgentBench: Evaluating LLMs as Agents | : Hugging Face paper page on a benchmark to evaluate LLMs agents | ||
| geekan/MetaGPT | 43,877 | about 1 month ago | : the multi-agent framework that, give one line requirement, return PRD, design, tasks, repo |
| GPT Researcher | : AI agents for insights and research | ||
| Multi-agent Simulation by Jim Fan on Twitter | : "The next frontier of emergent intelligence will be multi-agent simulation: a crowd of AI characters carry out their daily lives through complex social interactions" | ||
| Introducing AACP | SuperAGI | : agent to agent communication protocol | ||
| BrainstormGPT | : AI multi-agent problem solving | ||
| ChatArena | : building multi-agent environments for LLMs | ||
| LLM Powered Autonomous Agents | Lil'Log | [🔥🔥🔥] : the LLM agents learning notes by Lilian Weng | ||
| Vercel for AI agents | 6,671 | 4 days ago | : "help developers to build, deploy, and monitor AI agents, focusing on specialized AI agents that build software for you - your personal software developers" |
| 101dotxyz/GPTeam | 1,621 | about 2 months ago | : "GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals" |
| Fine-Tuner.ai | : no code approach to build AI agents | ||
| AI Agent Basics: Let’s Think Step By Step - by Jon Stokes | |||
| Transformers Agent | [🔥🔥] : provides a natural language API on top of Hugging Face's transformers library | ||
| AgentGPT | : "assemble, configure, and deploy autonomous AI Agents in your browser" | ||
| yoheinakajima/babyagi | 19,970 | 5 months ago | : an AI-powered task management system that uses OpenAI and Pinecone APIs to create, prioritize, and execute tasks |
| Torantulino/Auto-GPT | 166,886 | 4 days ago | : "an experimental open-source attempt to make GPT-4 fully autonomous" |
| Generative Agents: Interactive Simulacra of Human Behavior | : a paper that presents computational software agents that simulate believable human behavior | ||
| microsoft/JARVIS | 23,546 | 5 months ago | : JARVIS, a system to connect LLMs with ML community |
| HuggingGPT | : Solving AI Tasks with ChatGPT and its Friends in HuggingFace | ||
| [2307.05300] Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration | |||
| [2308.07201] ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate | |||
| OpenBMB/ChatDev | 25,199 | 17 days ago | : create customized software using natural language idea (through llm-powered multi-agent collaboration) |
| [2308.10848] AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors | |||
| BrainSoup | : multi-agent & multi-LLM client with RAG, multi-modality, automation, code interpreter, and sandboxed file system | ||
Text / Large Language Models (LLMs) / LLM Evaluation | |||
| PAIR-code/llm-comparator | 278 | 3 months ago | : LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team |
| confident-ai/deepeval | 3,045 | 5 days ago | : The LLM Evaluation Framework |
| LLM Benchmarks: MMLU, HellaSwag, BBH, and Beyond - Confident AI | |||
| LLM Leaderboards | |||
| Reward Bench Leaderboard - a Hugging Face Space by allenai | |||
| LiveBench | : A Challenging, Contamination-Free LLM Benchmark | ||
| Evaluating Large Language Models | : Methods, Best Practices & Tools | Lakera – Protecting AI teams that disrupt the world | ||
| ianarawjo/ChainForge | : An open-source visual programming environment for battle-testing prompts to LLMs | ||
| Prometheus-2 Cookbook - LlamaIndex | : "An Open Source Language Model Specialized in Evaluating Other Language Models." | ||
| [2305.13711] LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models | |||
| LLM Evaluation | : research on evaluation of LLMs conducted by Microsoft Research and other collaborated institutes. (Updated at: 2023/10) | ||
| LLM Evaluation: Everything You Need To Run, Benchmark Evals | |||
| The Ultimate Guide to LLM Product Evaluation | |||
| How to Evaluate, Compare, and Optimize LLM Systems | |||
| LLM Evaluation | Clarifai Guide | |||
| How to Evaluate LLM Applications: The Complete Guide - Confident AI | |||
| AI Evaluation Metrics | Microsoft Learn | |||
| How to Evaluate Large Language Model Outputs: Current Best Practices | FinetuneDB | |||
| The Ultimate Guide to LLM Evaluation | Deci | |||
| Large Language Model Evaluation in 2024: 5 Methods | |||
| Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators | |||
| Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena | |||
| LLM Evaluation Metrics: Everything You Need for LLM Evaluation - Confident AI | |||
| Criteria Evaluation | 🦜️🔗 LangChain | |||
| Evaluation of LLMs - Part 1 | |||
| Evaluation of LLMs - Part 2 | |||
| The Crucial Role of Model Evaluation in LLM and AI Integrations | |||
| MLGroupJLU/LLM-eval-survey: The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models". | 1,381 | 4 months ago | |
| A Survey on Evaluation of Large Language Models | ACM Transactions on Intelligent Systems and Technology | |||
| [2307.03109] A Survey on Evaluation of Large Language Models | |||
| qcri/LLMeBench | 76 | 18 days ago | : Benchmarking Large Language Models |
| TruLens for LLMs | : Evaluate and Track LLM Applications | ||
| LLM Testing Guide | : Comprehensive Strategies for Testing and Behavior Analysis by Kolena | ||
| Chatbot Arena | : benchmarking LLMs through pairwise confrontation and evaluation | ||
| [2311.12022] GPQA: A Graduate-Level Google-Proof Q&A Benchmark | |||
| OpenAI Cookbook: Evaluating RAG systems | by Ravi Theja | Nov, 2023 | LlamaIndex Blog | |||
| Amazon will offer human benchmarking teams to test AI models - The Verge | |||
| [2311.05020] First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models | : "that meaningful evaluation informed by actual use is still an open problem" | ||
| [2311.12983] GAIA: a benchmark for General AI Assistants | |||
| Sharing LangSmith Benchmarks | |||
| [2311.09247] Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks | |||
| vectara/hallucination-leaderboard | 1,166 | 12 days ago | : "leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents" |
| [2305.16938] Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation | |||
| LLM Comparison/Test | : 39 models tested (7B-70B + ChatGPT/GPT-4) | ||
| LLM Evaluation at Scale – Airtrain | : no-code batch compute platform for LLM evaluation and tuning workloads | ||
| How to evaluate a summarization task | OpenAI Cookbook | |||
| openai/evals | 14,720 | about 1 month ago | : Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks |
| Red teaming and model evaluations | Anthropic | |||
| Challenges in evaluating AI systems | Anthropic | |||
| Evaluating LLMs is a minefield | : talk by Princeton professor Arvind Narayanan | ||
Text / Large Language Models (LLMs) / LLMOps | |||
| Eden AI | : provides a unique API connected to the AI engines | ||
| Dify | : LLMOps platform for creating and operating AI-native apps based on GPT-4 | ||
| LLM App | 4,126 | 11 days ago | : LLM App is a Python library that helps you build real-time AI-powered data pipelines with few lines of code |
Text / Large Language Models (LLMs) / AI Engineering | |||
| An AI Engineer’s Guide to Machine Learning and Generative AI | by ai geek (wishesh) | Oct, 2023 | Medium | |||
| Marvin | : AI engineering framework for building natural language interfaces | ||
| Instructor | : library for structured LLM extraction in Python | ||
| One AI | : an NLP-as-a-service platform | ||
| LangSmith | : a developer platform for deploying LLM apps | ||
Text / Large Language Models (LLMs) / Attacks on LLMs | |||
| [2310.04451] AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models | |||
| MITRE ATLAS™ | : knowledge base of adversary tactics and techniques based on real-world attack observations and realistic demonstrations from AI red teams and security groups, modeled after the MITRE ATT&CK® framework | ||
| OWASP Top 10 for Large Language Model Applications | : the Open Worldwide Application Security Project's list related to LLMs | ||
| Scalable Extraction of Training Data from (Production) Language Models | : extracting training data from ChatGPT | ||
| The Emerging Attacks on Large Language Models (LLMs) | : "key attack vectors that threat actors can exploit to compromise or manipulate LLMs" | ||
| Adversarial Attacks on LLMs | Lil'Log | |||
| Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection | |||
| Attacking Large Language Models | : an overview of the current attack techniques on LLMs by Marcello Carboni | ||
| corca-ai/awesome-llm-security | 874 | about 1 month ago | : A curation of awesome tools, documents and projects about LLM Security |
| Adversarial Prompting | : a list of adversarial prompts attacks by Prompt Engineering Guide | ||
Text / Large Language Models (LLMs) / LangChain | |||
| LangChain Cheatsheet | : All Secrets on a Single Page | by Ivan Reznikov | Nov, 2023 | Towards AI | ||
| LangChain Template: Research Assistant | 92,493 | 9 days ago | |
| Embedchain | 21,922 | 5 days ago | : Framework to create ChatGPT like bots over your dataset |
| FlowiseAI | : "Open source UI visual tool to build your customized LLM flow using LangchainJS, written in Node Typescript/Javascript" | ||
| Langchain for paper summarization | |||
| LangChain Docs | : Python library that helps building applications with LLMs through composability | ||
| Getting started with LangChain | by Avra | Feb, 2023 | Medium | : A powerful tool for working with Large Language Models | ||
Text / Large Language Models (LLMs) / ChatGPT | |||
| Advanced Guide to ChatGPT | : guide by Neatprompts.com | ||
| 104 Growth Hacking Swipe (ChatGPT) | [🔥] : set of ChatGPT prompts for design, products and marketing | ||
| acheong08's list / Awesome ChatGPT | : list of wrappers for accessing ChatGPT in platform such as Discord, Telegram, and languages such as Python, JS | ||
| Awesome ChatGPT Prompts | [🔥🔥🔥] : repo that includes curated ChatGPT prompts to obtain better results from ChatGPT | ||
| ("Publicly announced ChatGPT variants and competitors: a thread" / Twitter | : a Twitter thread by with alternatives to ChatGPT | ||
Text / Large Language Models (LLMs) / Text-related Generative Tools | |||
| danielmiessler/fabric | 22,849 | 11 days ago | : fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere |
| Jack AI | : AI Marketing Copywriter tool | ||
| aiPDF | : The most advanced AI document assistant | ||
| AICamp | : ChatGPT for Teams | ||
| Yomu | : AI writing assistant for students and academics | ||
| Google Sheets Formula Generator | : Forget about frustrating formulas in Google Sheets | ||
| Elephas | : Personal AI writing assistant for the Mac | ||
| Lemmy | : Autonomous AI Assistant for Work | ||
| Fable Fiesta | : Creative AI writing assistant | ||
| Plus AI for Google Slides | : Create AI-powered presentations in Google Slides | ||
| ChatBotKit | : toolkit to build AI chat bots | ||
| Boring Report | : "an app that uses AI to remove sensationalism from the news and makes it boring to read" | ||
| ChatPDF - Chat with any PDF! | : upload a PDF file and make questions about it #semanticsearch | ||
| Character.AI | : platform for creating and talking to advanced AI Characters | ||
| SlidesAI | : "create presentation slides with AI in minutes" | ||
| Rationale | : decision-making tool powered by the latest GPT and in-context learning | ||
| DetangleAI | : AI-generated summaries of provided legal docs | ||
| GPT-2 Output Detector | : tool that estimate is a given text is real or generated by GPT | ||
| HyperWrite | : a personal writing assistant with suggestions and sentence completions | ||
| DeepStory | : A tale of co-creation between man & machine | ||
| InferKit | |||
| CopyHat | |||
| Lucid Lyrics - AI Assisted Art | : AI-Assisted Lyrical Interpretations by Walter Arnold | ||
| Authors A.I. | : AI-powered text analysis | ||
| Rytr | : Rytr is an AI writing assistant that helps creating content | ||
| Charisma | : Charisma is a platform for creating interactive stories with believable virtual characters | ||
| Riku.AI | The vault for your A.I. creations | |||
| First look - Riku.ai - inference platform Mar/2022 - J1, GPT-3, Fairseq-13B, GPT-NeoX-20B, Cohere-XL - YouTube | |||
| Taskade | : Taskade is an AI outliner and mind map generator for teams with built-in AI chat | ||
| AI Story Generator (Advance Options) | Create Unique and Engaging Stories Instantly with Customized Tone, Genre, and Narration | ||
| AI Story Generator | : Free and fast online AI-powered story generator that writes short stories for you | ||
| AI Story Generate | : Generate stories using LLM with custom emotion, genre, and word count | ||
| Composum AI | 2 | 28 days ago | Plugin for CMS Adobe Experience Manager (AEM) or Composum Pages helping the editor to create / edit / translate texts |
Text / Research AI Tools / AI Tools for Research | |||
| danielmiessler/fabric | 22,849 | 11 days ago | : fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere |
| AI Research Tools | x post | : Some AI tools that can be used for research/teaching | ||
| Unlocking productivity and personalizing learning with AI | Microsoft EDU | |||
| Sourcely | : Academic Citation Finding Tool with AI | ||
| GummySearch | : AI-based customer research via Reddit. Discover problems to solve, sentiment on current solutions, and people who want to buy your product | ||
| [2310.17143] Supercharging academic writing with generative AI: framework, techniques, and caveats | |||
| Elicit | : automate research workflow for literature review | ||
| Paper Brain | : summarizer for paper parts. The user needs to copy and paste into their interface | ||
| Explainpaper | : "Upload a paper, highlight confusing text, get an explanation" | ||
| Paper Player | : A new way for busy scientists and technologists to consume open science | ||
| TalkToPapers - namuan/dr-doc-search: Converse with book - Built with GPT-3 | 598 | 28 days ago | : a github util where AI will do the paper reading for you instead |
| hwaseem04/Research-digest | 2 | over 1 year ago | : Research paper summariser application for our hackathon |
Text / Research AI Tools / AI Tools for Searching | |||
| whitead/paper-qa | 5,854 | 4 days ago | : "LLM Chain for answering questions from documents with citations" |
| Metaphor | : search engine that "understands language — in the form of prompts — so you can say what you're looking for in all the expressive and creative ways" | ||
| MemFree | 293 | 5 days ago | Open Source Hybrid AI Search Engine, Instantly Get Accurate Answers from the Internet, Bookmarks, Notes, and Docs. Support One-Click Deployment |
Image / Image Synthesis | |||
| The FLUX.1 family of models – Replicate | |||
| ToTheBeginning/PuLID: Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment | 1,801 | 14 days ago | |
| Edit Your Image | : Find all the trending and useful Gradio demos that you can use to edit your images | ||
| OutfitAnyone - a Hugging Face Space by HumanAIGC | : Ultra-high quality virtual try-on for Any Clothing and Any Person | ||
| StockPhotoAI.net | : Great stock photos, made for you | ||
| Transforming 2D Images into 3D with the AdaMPI AI Model | : guide on how to use the AdaMPI AI model for creating 3D photos from 2D images | ||
| deep-floyd/IF | 7,644 | 6 months ago | : open-source text-to-image model with a high degree of photorealism and language understanding by Stability.AI |
| Word-As-Image for Semantic Typography | : semantically transforming fonts into illustrations | ||
| Scribble Diffusion | : turn your sketch into a refined image using AI | ||
| Muse: Text-To-Image Generation via Masked Generative Transformers | |||
| openai/point-e | 6,469 | 3 months ago | : OpenAI's point cloud diffusion for 3D model synthesis |
| [arxiv/2211.11319] VectorFusion | : Text-to-SVG by Abstracting Pixel-Based Diffusion Models | ||
| Parrot Zone | : a database of image synthesis references | ||
| Image Synth Link List | : a collection of links organized by the collective parrot zone | ||
| Ai generative art tools | [🔥🔥🔥] : a massive list of shared Google Colab notebooks and tools organized by | ||
| Introduction — PyTTI-Tools | |||
| pyttitools-PYTTI.ipynb - Colaboratory | |||
| pixray/pixray | 1,020 | about 1 year ago | : Pixray is an image generation system |
| pixray/pixray_notebooks | 39 | over 2 years ago | : pixray demo notebooks |
| dribnet/pixray-text2image – Run with an API on Replicate | |||
| sberbank-ai/ru-dalle | 1,642 | over 1 year ago | : Generate images from texts. In Russian |
| Pyttipanna | : visual interface for Pytti by . Pytti is created by | ||
| Imagen | : Google's Text-to-Image Diffusion Models | ||
| Make-A-Scene | : Meta's creative control for AI image generation | ||
| Stable Diffusion | : Stability.Ai's text-to-image model that is a breakthrough in speed and quality meaning that it can run on consumer GPUs | ||
| CLIPasso | : Semantically-Aware Object Sketching | ||
| DreamFusion / Twitter | : Text-to-3D using 2D Diffusion paper | ||
| apple/ml-no-token-left-behind | 137 | almost 2 years ago | : PyTorch Implementation of No Token Left Behind: Explainability-Aided Image Classification and Generation |
| disco-diffusion/Local_Disco_Diffusion_v4_1.ipynb at main · Midgraph/disco-diffusion | |||
| Audio to keyframe string | : this tool is used to generate strings for the keyframes of AI animation notebooks, such as , using the volume of audio tracks | ||
| S2ML Image Generator | [🔥] : evolution of the first VQGAN+CLIP Google Colab notebook by Katherine Crownson maintained by Justin Bennington | ||
| Create Variations on Images With Looking Glass 1.1 (ru-DALLE) - YouTube | Artificial Images | [🔥] | ||
| Looking Glass 1.1 (ru-DALLE) | [🔥] : Making ruDALL-E fine tuning quick and painless. Copyright (C) 2021 Bearsharktopus Studios | ||
| NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion (ML Research Paper Explained) - YouTube | Yannic Kilcher | |||
| yuval-alaluf/hyperstyle | 999 | about 2 years ago | [🔥] : Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" |
| Vadim Epstein’s Aphantasia library | 772 | about 2 months ago | [🔥] : CLIP + FFT/DWT/RGB = text to image/video |
| mikaelalafriz/lucid-sonic-dreams | 771 | about 3 years ago | : syncs GAN-generated visuals to music |
| Greg Surma - Portfolio | |||
| crowsonkb (Katherine Crowson) | : who wrote | ||
| DALL·E | : Creating Images from Text | ||
| DALL-E mini | : DALL·E mini is an AI model that generates images from any prompt you give! | ||
| DALL-E mini GitHub | 14,743 | 11 months ago | |
| DALL-E mini Project Report | |||
| CLIPIT PixelDraw - Colaboratory | |||
| CLIP Guided Diffusion HQ 512x512.ipynb - Colaboratory | |||
| Smooth Transitioning Between Position / Rotation / Zoom and Text Inputs by Keyframing Parameters: A Proof of Concept [15,000 Frames] : deepdream | |||
| neural-dream Alternatives and Similar Photos & Graphics Apps | AlternativeTo | |||
| CoG 21 | : Adversarial Reinforcement Learning for Procedural Content Generation | ||
| GitHub Repositories of Hugging Face | |||
Image / Image Synthesis / Inbox: Stable Diffusion | |||
| Complete guide to samplers in Stable Diffusion - Félix Sanz | |||
| Stable Diffusion Models | : list of custom Stable Diffusion models | ||
| Stable Diffusion KLMC2 Animation.ipynb forked | : fork by | ||
| Stable Diffusion KLMC2 Animation.ipynb | : notebook by to generate animation based on scripted prompts using a technique called KLMC2 discretization of underdamped Langevin dynamics | ||
| DETEXTIFY | 251 | over 1 year ago | : A Python library to remove unwanted pseudo-text from images generated by your favorite generative AI models (Stable Diffusion, Midjourney, DALL·E) |
| InvokeAI | : Stable Diffusion Toolkit and application that runs Windows, Mac and Linux machines, and on GPU cards with as little as 4 GB or RAM | ||
| Stability.ai REST API Documentation | : service provided by Stability.ai. DreamStudio authentication required to access this REST API | ||
| SD GUIDE FOR ARTISTS AND NON-ARTISTS - Google Docs | [🔥🔥🔥] : a Google Docs with in-depth tips, tricks, tutorials and more related to Stable Diffusion | ||
| Canva Adds a Free and Unlimited AI Text-to-Image Generator | PetaPixel | [NEWS] | ||
| prompthero/midjourney-v4-diffusion · Hugging Face | : Stable Diffusion fine tuned on Midjourney v4 images, by | ||
| CHARL-E | : Run Stable Diffusion on your M1 Mac | ||
| The Illustrated Stable Diffusion | : explained by Jay Alammar (Visualizing machine learning one concept at a time) | ||
| Img To Music | a Hugging Face Space by fffiloni | ||
| Atlas KREA Stable Diffusion | : An explorable map of KREA AI's Stable Diffusion Search Engine | ||
| TheLastBen/fast-stable-diffusion | 7,487 | 17 days ago | : fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth |
| NovelAI Improvements on Stable Diffusion | by NovelAI | Oct, 2022 | Medium | |||
| ashawkey/stable-dreamfusion | 8,161 | 10 months ago | : A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion |
| JoePenna/Dreambooth-Stable-Diffusion | 3,187 | 9 months ago | [🔥🔥🔥] : Implementation of Dreambooth ( ) with Stable Diffusion (tweaks focused on training faces) |
| DreamBooth | [🔥🔥🔥] : fine tuning text-to-image diffusion models for subject-driven generation | ||
| Arki's Stable Diffusion Guides | [🔥] | ||
| examples/stable-diffusion-finetuning at main · LambdaLabsML/examples | 804 | 8 months ago | : Fine Tuning Stable Diffusion |
| lkwq007/stablediffusion-infinity | 3,847 | over 1 year ago | : Outpainting with Stable Diffusion on an infinite canvas |
| ML News Stable Diffusion Takes Over! (Open Source AI Art) by Yannic Kilcher - YouTube | [🔥🔥🔥] : video with examples, updates, and discussion about the impact of Stable Diffusion | ||
| Diffusion Models in Vision: A Survey | DeepAI | : paper about the diffusion techniques which also discuss the relation with other generative deep learning models | ||
| ThereforeGames/txt2mask | 513 | almost 2 years ago | : Automatically create masks for Stable Diffusion inpainting using natural language |
| basujindal/stable-diffusion | 3,135 | about 1 year ago | : Optimized Stable Diffusion modified to run on lower GPU VRAM |
| Stable WarpFusion v0.5 (restricted to patreons) | : conditioning video frames with Stable Diffusion by | ||
| nateraw/stable-diffusion-videos | 4,407 | 3 months ago | : Create videos with Stable Diffusion by exploring the latent space and morphing between text prompts |
| DecorAI | : Generate Interior and Exterior Ideas in Seconds | ||
| dreamlike.art | : image generator based on Stable Diffusion with fine-tuned models such as Dreamlike Photoreal 2.0. Users receive 1 credit per hour up to 50 credits | ||
| AITWO.CO | : a AI-powered design platform with multiple features | ||
| aiimagegenerator.org | : free AI art generator that supports Stable Diffusion txt2img and img2img generation, drawing and inpainting | ||
| InteriorAIDesigns | : a platform which allows the easy redesign of rooms | ||
| Playground AI | : frontend for Stable Diffusion with 1000 image generations per day | ||
| Astria | : tailor-made AI image generation | ||
| drawanyone | : generate drawings based on five input images | ||
| DiffusionBee | : stable diffusion GUI App | ||
| getimg.ai | : Generate photo-realistic images from text using Stable Diffusion | ||
| Enstil: Fast, open, AI-generated images | |||
| Dezgo - Text-to-Image AI generator | |||
| PhotoAIStudio | : a AI-powered photoshot platform with multiple styles | ||
| Baseten | : Stable Diffusion Demo | ||
| DreamStudio | : Frontend for Stable Diffusion API by Stability.ai | ||
| Pollinations - pollinations/stable-diffusion-private | |||
| tencentarc/gfpgan – Run with an API on Replicate | |||
| andreasjansson/stable-diffusion-wip – Run with an API on Replicate | |||
| stability-ai/stable-diffusion – Run with an API on Replicate | |||
| Osmosis.Studio | : web-based content-aware collaborative design tool for generating AI ads that sell real products | ||
| Artistic.wtf | : stable diffusion GUI App | ||
| Prodia | : Stable diffusion-based art generator that does not require signup | ||
| ComicsMaker.ai | : Stable diffusion-based comic book generator with support for text2img, img2img, inpainting and controlnet | ||
| POTO.AI | : Finetune Stable Difussion model as AI Photographer to generate headshots, portrait and couple wedding photos | ||
| camenduru/stable-diffusion-webui-colab | 15,566 | 5 months ago | : collection of stable diffusion webui colab for different checkpoints |
| StableDiffusion_WebUI_Simplified.ipynb | : versão em português do notebook para rodar a Web UI do Stable Diffusion no Google Colab de graça | ||
| GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI | 140,014 | 20 days ago | : expanded Stable Diffusion web UI |
| GitHub - sd-webui/stable-diffusion-webui | 7,865 | about 2 months ago | : Stable Diffusion web UI |
| Stable_Diffusion_WebUi_Simplified.ipynb - Colaboratory | |||
| GitHub - awesome-stable-diffusion/awesome-stable-diffusion | 1,474 | 6 months ago | : Curated list of resources for the Stable Diffusion AI Model |
| Stable Diffusion General Updates Posted by u/ImeniSottoITreni | Reddit | : a general update on all the "most important" news/repos available | ||
| List of Stable Diffusion systems | Reddit | |||
| Stable Diffusion Akashic Records | Maks-s/sd-akashic | 1,625 | over 1 year ago | : A compendium of information regarding Stable Diffusion (SD) |
| 1 week of Stable Diffusion | multimodal.art | |||
| Voldy Guide | : detailed beginners guide for Stable Diffusion | ||
| Dreamer's Guide to Getting Started w/ Stable Diffusion! | Reddit | |||
| A collection of sites using Stable Diffusion (and other handy links) | Reddit | |||
Image / Image Synthesis / Hypertechniques | |||
| Prompt+ | : extended textual conditioning in text-to-image generation | ||
| A Beginner's Guide to Line Detection and Image Transformation with ControlNet | |||
| Scribble Diffusion | : turn your sketch into a refined image using AI (based on ControlNet) | ||
| rinongal/textual_inversion | 2,896 | over 1 year ago | : repo contains the official code, data and sample inversions of Textual Inversion paper |
| 2208.01618 An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion | : paper that describes the Textual Inversion technique | ||
| sd-concepts-library (Stable Diffusion concepts library) | : Stable Diffusion Textual Inversion Concepts Library - browse through objects and styles taught by the community to Stable Diffusion and use them in your prompts! | ||
| AI Profile Pictures | : paid service for generating profile pictures using AI | ||
| Training Stable Diffusion with Dreambooth using Diffusers | : experiments to analyze the effect of different settings in Dreambooth | ||
| fast-DreamBooth.ipynb - Colaboratory | : train custom concepts from input images with this simplified DreamBooth colab | ||
| (1166) Como Criar Artes Incríveis com o seu Próprio Rosto Usando o Dreambooth! DE FORMA FÁCIL E DE GRAÇA! - YouTube | : tutorial in Portuguese on how to train DreamBooth with your own face | ||
| Parseq | [🔥🔥🔥] : parameter sequencer for Stable Diffusion | ||
| deforum-art/sd-webui-deforum | 2,677 | about 1 month ago | : Deforum extension for AUTOMATIC1111's Stable Diffusion webui |
| Deforum Stable Diffusion Animation - v5 Math Functions - Demo and Test - YouTube | |||
| Deforum Stable Diffusion | : generating videos from scripted prompts | ||
| (5) Deforum notebook v0.5 for Stable Diffusion animations is out! Now with math automation, perspective flips, prompt weights, video masking and waifus! : StableDiffusion | |||
Image / Image Synthesis / Creative Uses of Generative AI Image Synthesis Tools | |||
| De-painting historical photographs | Reddit | |||
| img2img animation with hands | Reddit | |||
| VID 2 VID user script | Reddit | |||
| Seamless textures AI generator for Blender by Antonio Freyre | Twitter | |||
| "Shattered" by Ronny Khalil | Twitter | : using warp fusion to generate a shattered glass effect | ||
| Acid Dance by aiplague | Twitter | |||
| Fused video by | |||
| Animation with Dall-e + AE | Reddit | : Patent drawing of an electronic device that | ||
| You Describe & AI Photoshops Faces For You [StyleCLIP] - YouTube | |||
| Experimental Films + Machine Learning Week 7 Part 1 (Aphantasia with OpenAI CLIP) - YouTube | |||
| GitHub - Sanster/lama-cleaner | 18,826 | 23 days ago | : Image inpainting tool powered by SOTA AI Model |
| AgaMiko/pixel_character_generator | 119 | over 4 years ago | : Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included |
| Wilco Sierra | : A platform that generates engineering challenges for software engineers using GPT | ||
Image / Image Upscaling | |||
| Leonardo AI Upscaler | : free image upscaler | ||
| Remini - AI Photo Enhancer | : photo and video enhancer | ||
| AI Image Upscaler - Enlarge & Enhance Your Photos for Free - Upscale.media | : simple free alternative for image upscaling | ||
| Topaz Labs: AI Image Quality Software | : "professional grade workflow, with many features" (this is an affiliate link by nejcsusec.beehiiv.com) | ||
| AI Image Upscaler - Upscale Photo, Cartoons in Batch Free | : "free, browser-based, with five credits per day" reference by nejcsusec.beehiiv.com | ||
| Why you should upscale your images | : comparing different tools | ||
| Model Database - Upscale Wiki | : list of models for upscaling images | ||
| Gigapixel AI | : paid AI image upscaler delivering enhanced detail and resolution | ||
| Image Super-Resolution | |||
| Upscale to huge sizes and add detail with SD Upscale : StableDiffusion | : tutorial on Reddit | ||
Image / Image Restoration | |||
| sczhou/codeformer | : face restoration algorithm for old photos and AI-generated faces | ||
| TencentARC/GFPGAN | 35,542 | 2 months ago | : GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration |
Image / Image Segmentation | |||
| Segment Anything | Meta AI | : "a new AI model from Meta AI that can "cut out" any object, in any image, with a single click" | ||
Video and Animation | |||
| Infinity AI | : a video foundation model that allows you to craft characters and animate them | ||
| Sora | : OpenAI's text-to-video model | ||
| SDV (Stable Diffusion Image To Video) | : generates 3 seconds of video in about 30 seconds using an A100 GPU on Colab+ | ||
| : state-of-the-art text-to-video generation | |||
| AILab-CVC/VideoCrafter | 4,465 | 3 months ago | : Open Diffusion Models for High-Quality Video Generation |
| Ssemble | : collaborative video editor with a collection of AI plugins | ||
| Transforming 2D Images into 3D with the AdaMPI AI Model | : guide on how to use the AdaMPI AI model for creating 3D photos from 2D images | ||
| Nathan Lands on Twitter: "AI video has started to produce mindblowing results and could eventually disrupt Hollywood / Twitter | : Twitter thread with examples of Generative AI tools for video | ||
| Stable Animation SDK | : a text-to-animation tool for developers by Stability AI | ||
| Twelve Labs | : multimodal, contextual understanding for video search | ||
| Align your Latents | : high-resolution video synthesis with latent diffusion models | ||
| Gen-2 by Runway | : "a multi-modal AI system that can generate novel videos with text, images, or video clips" | ||
| CiaraRowles/TemporalNet · Hugging Face | : a ControlNet model designed to enhance the temporal consistency of generated outputs | ||
| Video-P2P UI - a Hugging Face Space by video-p2p-library | : video editing with cross-attention control | ||
| Text2Video-Zero - a Hugging Face Space by PAIR | : zero-shot text-to-video synthesis diffusion framework | ||
| ModelScope - a Hugging Face Space by damo-vilab | : text-to-video synthesis | ||
| neural frames | : tools for animation creation inspired on deforum | ||
| dmarx/video-killed-the-radio-star | 196 | over 1 year ago | [🔥] : Notebook and tools for end-to-end automation of music video production with generative AI |
| Phenaki – Google Research | [🔥🔥🔥] : realistic video generation from open-domain textual descriptions | ||
| THUDM/CogVideo | 7,302 | 11 days ago | : text-to-video generation |
| baowenbo/DAIN | 8,192 | over 1 year ago | : Depth-Aware Video Frame Interpolation (CVPR 2019) |
| Dain-App 1.0 [Nvidia Only] by GRisk | : Depth-Aware Video Frame Interpolation (CVPR 2019) | ||
| Content Studio AI | : Faceless Video Generator | ||
Audio and Music | |||
| StemGen: A music generation model that listens | |||
| Mustango | : "Toward Controllable Text-to-Music Generation" | ||
| Lyria by Google DeepMind | : "transforming the future of music creation" | ||
| Suno AI | : "make any song you can imagine" | ||
| Riffusion | : this AI system generates singing voice for literally any text as input | ||
| Stable Audio - Generative AI for music & sound fx | |||
| An early look our AI Music experiment - YouTube Blog | |||
| What's Generative Music? - Generative Music AI - YouTube | |||
| Ultimate Vocal Remover | : vocal removal using AI | ||
| Introducing Voicebox | : The first generative AI model for speech to generalize across tasks with state-of-the-art performance | ||
| MusicGen | : Meta's tool for generating music | ||
| facebookresearch/audiocraft | 20,615 | 2 months ago | : a library for audio processing and generation with deep learning |
| AudioGPT | arxiv | : Understanding and Generating Speech, Music, Sound, and Talking Head | ||
| AudioLDM | : Text-to-Audio Generation with Latent Diffusion Models - Speech Research | ||
| lucidrains/musiclm-pytorch | 3,122 | about 1 year ago | : Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch |
| archinetai/audio-ai-timeline | 1,879 | 9 months ago | [🔥🔥🔥] : A timeline of the latest AI models for audio generation, starting in 2023 |
| MusicLM | : generating music from text | ||
| Harmonai's Dance Diffusion | : Open-Source AI Audio Generation Tool For Music Producers – Weights & Biases | ||
| Dance Diffusion | : the Hugging Face Space by harmonai | ||
| MubertAI/Mubert-Text-to-Music | 2,735 | over 1 year ago | : a simple notebook demonstrating prompt-based music generation via Mubert API |
| DDSP-VST | : Neural Audio Synthesis for All | ||
| LOVO AI | : AI Voiceover & Text to Speech Platform with human-like voices | ||
| AIVA | : The AI composing emotional soundtrack music | ||
| Jukebox | : "a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles" | ||
| Magenta | : Music and Art Generation with Machine Intelligence | ||
| magenta/magenta | 19,109 | about 2 months ago | : Magenta's official GitHub repository |
| AI Image to sound [Melobytes.com] | |||
| archinetai/audio-diffusion-pytorch | 1,921 | over 1 year ago | : Audio generation using diffusion models, in PyTorch |
Speech / Inbox: Text-to-speech (TTS) and avatars | |||
| Parler-TTS | : fully open-source high-quality TTS | ||
| p0n1/epub_to_audiobook | 1,025 | 24 days ago | : EPUB to audiobook converter, optimized for Audiobookshelf |
| The "Voice Cloning AIs" they never tell you about (and how they work) | : Youtube video by @bycloud summarizing the available technologies for voice cloning | ||
| Voice-Swap | : transform vocals to match the style of a list of singers | ||
| Shaunwei/RealChar | 5,962 | 2 months ago | : AI Character/Companion in Realtime |
| UneeQ Digital Humans | : 3D character lib synced | ||
| AI Voice Generator | : free online AI-powered text-to-speech generator that creates voice overs with natural, realistic voices | ||
| KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation | 121 | about 2 years ago | : A curated list of resources of audio-driven talking face generation |
| Play.ht | : "AI voice generator and realistic text to speech online" | ||
| Murf AI | AI Voice Generator | : versatile text to tpeech software | ||
| VALL-E | : synthesize high-quality personalized speech with only a 3-second samples | ||
| Eleven Labs Beta | [🔥] : a TTS service that adds emotion to the generated voice | ||
| neonbjb/tortoise-tts | 12,957 | about 1 month ago | : "A multi-voice TTS system trained with an emphasis on quality" |
| Studio D-ID | : create video with still images synced with text-to-speech tool [#avatar] | ||
| Synthesia | : AI Video Generation Platform [#avatar] | ||
| Speech Studio - Microsoft Azure | : Microsoft's cloud cognitive services | ||
Speech / Inbox: Speech-to-text (STT) and spoken content analysis | |||
| Introducing Universal-1 | : multilingual speech-to-text | ||
| ggerganov/whisper.cpp | 34,596 | 4 days ago | : Port of OpenAI's Whisper model in C/C++. It can be executed locally |
| Good Tape | : paid service for transcription | ||
| shashikg/WhisperS2T | 277 | about 1 month ago | : An Optimized Speech-to-Text Pipeline for the Whisper Model |
| Vaibhavs10/insanely-fast-whisper | 7,350 | 3 months ago | : accelerates transcription with the combination of OpenAI's Whisper Large v2, HF Transformers, Optimum, and flash attention |
| facebookresearch/seamless_communication | 10,760 | about 1 month ago | : Foundational Models for State-of-the-Art Speech and Text Translation |
| LeMUR | : a single API, enabling developers to reason over their spoken data with a few lines of code | ||
Games | |||
| The Generative AI Revolution in Games | Andreessen Horowitz | : this article presents a list of use cases of generative AI in games | ||
| AI for Game Development | : Creating a Farming Game in 5 Days. Part 1 | ||
Code and Programming | |||
| Archie | : AI-Driven Product Architect that Designs and Plans Software Applications | ||
| DhiWise | : DhiWise is an app development platform that automates coding tasks, letting developers focus on core functionalities | ||
| New study on coding behavior raises questions about impact of AI on software development – GeekWire | |||
| CostGPT: Software Development Cost Calculator | : "find the cost, time and the best tech stack for any kind of software, tools that you want to build using the power of AI" | ||
| codefuse-ai/Awesome-Code-LLM | 1,384 | 16 days ago | : a curated list of language modeling researches for code and related datasets |
| tldraw/draw-a-ui | 5,054 | 16 days ago | : draw a mockup and generate HTML for it |
| deepseek-ai/DeepSeek-Coder | 6,538 | 4 months ago | : a tool that experiments the motto "let the code write itself" |
| Cody | : AI coding assistant | ||
| Kombai | : generate UI code per component from Figma | ||
| geekan/MetaGPT | 43,877 | about 1 month ago | : the multi-agent framework that, give one line requirement, return PRD, design, tasks, repo |
| ZZZ Code AI | : AI-powered free website to get any programming question answered or code generated | ||
| Rapidpages | : create React & Tailwind landing pages using AI | ||
| Teaching Programming in the Age of ChatGPT – O’Reilly | |||
| GPT Web App Generator | : generates a webapp from a title, description, and other simple parameters | ||
| wolfia-app/gpt-code-search | 198 | about 1 year ago | : search a codebase with natural language using AI |
| Dedicated File for Inbox for GenAI + Dev | 2,432 | 7 days ago | : a list for further analysis and organization of GenAI + dev references |
| e2b-dev/e2b | 6,671 | 4 days ago | : "Open-source platform for building AI-powered virtual software developers" |
| Metabob | : Generative AI to improve and automate code reviews | ||
| gventuri/pandas-ai | 12,628 | 28 days ago | : Pandas AI is a Python library that integrates LLMs capabilities into Pandas, making dataframes conversational |
| A Systematic Evaluation of Large Language Models of Code | : arxiv paper | ||
| pgosar/ChatGDB | 900 | 12 months ago | : "Harness the power of ChatGPT inside the GDB debugger" |
| The Impact of AI on Developer Productivity: Evidence from GitHub Copilot | arxiv | |||
| openai/openai-cookbook | 58,697 | 4 days ago | : Examples and guides for using the OpenAI API |
| Reduce costs when prompting using GPT | |||
| Co-Developer GPT engine | 8 | 11 days ago | local r/w file access and execute actions from an OpenAI GPT |
Multimodal | |||
| [2406.09403] Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models | |||
| BradyFU/Awesome-Multimodal-Large-Language-Models | 11,745 | 15 days ago | : Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation |
| NExT-Chat: An LMM for Chat, Detection and Segmentation | |||
| roboflow/awesome-openai-vision-api-experiments | 1,627 | 7 months ago | : Examples showing how to use the OpenAI vision API to run inference on images, video files and webcam streams |
Multimodal / Multimodal Embedding Space | |||
| Microsoft KOSMOS-2 | : new capabilities of perceiving object descriptions (e.g., bounding boxes) and grounding text to the visual world | ||
| Segment Anything | Meta AI | : "a new AI model from Meta AI that can "cut out" any object, in any image, with a single click" | ||
| facebookresearch/ImageBind | 8,225 | about 2 months ago | : ImageBind One Embedding Space to Bind Them All |
Datasets | |||
| Ego-Exo4D | : a foundational dataset by Meta for research on video learning and multimodal perception | ||
| Carolina | : General Corpus of Contemporary Brazilian Portuguese with provenance and typology information - Corpus Geral do Português Brasileiro Contemporâneo | ||
| RedPajama-Data-v2 by Together AI | : an open dataset with 30 trillion tokens for training Large Language Models | ||
| Have I Been Trained? | : tool for searching 5.8 billion images used to train popular AI art models | ||
| laion-aesthetic-6pls | : exploring 12 million of the 2.3 billion images used to train Stable Diffusion's image generator | ||
| CLIP retrieval for laion5B | : CLIP retrieval using Laion5B. "It works by converting the text query to a CLIP embedding , then using that embedding to query a knn index of clip image embedddings" | ||
| rom1504/clip-retrieval | 2,356 | 6 months ago | : Easily compute CLIP embeddings and build a CLIP retrieval system with them |
| LAION | : Large-scale Artificial Intelligence Open Network | ||
| gabolsgabs/DALI | 347 | over 4 years ago | : a large Dataset of synchronised Audio, LyrIcs and vocal notes |
Misc / AI and Education | |||
| Teaching AI to Teach Us: A New Era of Personalized Education | |||
Misc / People and works / Interesting Twitter Accounts | |||
| Hassan El Mghari (@nutlope) / X | : the creator of | ||
Misc / People and works / Interesting Instagram Accounts, Posts and Reels | |||
| science on Instagram: “Human evolution generated by AI Stable Diffusion” | |||
| Deep Music Visualizer | |||
| Lucid Sonic Dreams (@lucidsonicdreams) | |||
Misc / People and works / Interesting Youtube Channels | |||
| Artificial Images | : Demos and explanations to make art using machine learning | ||
| Glenn Marshall Neural Art | |||
| How to Generate Art - Intro to Deep Learning #8 | |||
Misc / People and works / Interesting GitHub Repositories | |||
| dvschultz | : Derrick Schultz's GitHub | ||
| dvschultz/ml-art-colabs | 826 | over 2 years ago | : collection of Google Colab Notebooks for ML Arts |
| Structured State Space for Sequence Modeling (S4) | 2,365 | 2 months ago | [🔥] : Stole generation from the gods |
Misc / People and works / Artists and Artworks | |||
| Ai Generated Music Video - Deltron 3030 - Virus - YouTube | |||
| Artificial Realities: Coral / Twitter | : artwork by commissioned by World Economic Forum | ||
| Creep - YouTube | [🔥] by : how did they translated the images using VQGAN+CLIP? How did they seamlessly wander on the latent space? | ||
| 35 Artists Using AI With Under 1000 Followers That You Need To Follow Today / Twitter | |||
| Computer Vision Art Gallery : CVPR 2021 | : artworks dealing with computer vision technologies | ||
| Confluence | : a generative art project by Devi Parikh on BrainDrops | ||
| Learning to See – Memo Akten | Mehmet Selim Akten | The Mega Super Awesome Visuals Company | |||
| Alien Dreams: An Emerging Art Scene - ML@B Blog | |||
| Neural Zoo | Sofia Crespo | |||
| KRЯRL DЯAWINGS: Runway ML -- 3rd "Model" (based on long poses) | |||
| Frea Buckler ~ Artist | : obras usadas para criar essa rede | ||
| (Non-)Human | |||
| Authentic Digital Art - Unknown Departure | SuperRare | |||
| A Selection of Machine Learning Art Inspiration | |||
| Top 25 AI Artists of 2021 (Photos, Profiles & History of AI Art)- AIArtists.org | : AIArtists.org showcases leading artists using Artificial Intelligence, tools to make AI Art, and a timeline of AI Art History | ||
| Helena Sarin – Artist Profile (Photos, Videos, Exhibitions) — AIArtists.org | |||
| Images Generated By AI Machines (@images_ai) / Twitter | |||
| https://www.instagram.com/refikanadol/ | |||
| The Steampunk Circus Human Machine Collaboration - Video, Sound and Stories with AI / YouTube | |||
Misc / People and works / Galleries | |||
| AICAN | |||
| Ganvas Studio - Neural Network Paintings | |||
| Syn Feather Sweater / STRELITZIA – HATRA E STORE | |||
Misc / Related Awesome Lists | |||
| Hannibal046/Awesome-LLM: Awesome-LLM | 17,376 | 24 days ago | : a curated list of Large Language Model |
| AlexChalakov/awesome-generative-ai-companies | 97 | 3 months ago | : a curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount |
| kyrolabs/awesome-langchain | 7,448 | about 1 month ago | : 😎 Awesome list of tools and project with the awesome LangChain framework |
| KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation | 121 | about 2 years ago | : A curated list of resources of audio-driven talking face generation |
| amrzv/awesome-colab-notebooks | 1,307 | 24 days ago | [🔥] : Collection of google colaboratory notebooks for fast and easy experiments |
| steven2358/awesome-generative-ai | 5,583 | 21 days ago | [🔥🔥🔥] : A curated list of modern Generative Artificial Intelligence projects and services |
| jonathandinu/awesome-ai-art | 339 | 3 months ago | [🔥🔥🔥] : "A list of AI Art courses, tools, libraries, people, and places" |
| margaretmz/awesome-ai-art-design | 29 | over 2 years ago | : An awesome list: AI for art and design |
| toxtli/awesome-machine-learning-jupyter-notebooks-for-colab | 284 | almost 5 years ago | : A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory |
| chaosreactor/awesome-generative-ai | 41 | 4 months ago | : An awesome list of low- and no-code generative AI resources |
| altryne/awesome-ai-art-image-synthesis | 1,709 | almost 2 years ago | [🔥] : A list of awesome tools, ideas, prompt engineering tools, colabs, models, and helpers for the prompt designer playing with aiArt and image synthesis. Covers Dalle2, MidJourney, StableDiffusion, and open source tools |
| justinpinkney/awesome-pretrained-stylegan2 | 1,257 | about 2 years ago | : A collection of pre-trained StyleGAN 2 models to download |
Misc / Bio experiments | |||
| fMRI-to-image | : tweet by "The 'presented images' were shown to a group of humans. The 'reconstructed images' were the result of an fMRI output to Stable Diffusion. In other words, Stable Diffusion literally read people's minds." | ||
Misc / Jobs in Generative AI | |||
| Jobs and talents in AI/ML, Data Science and Big Data | ai-jobs.net | |||
Misc / Improving Google Colab experience | |||
| 7 ways to load external data into Google Colab | by B. Chen | Towards Data Science | |||
| 10 tricks for a better Google Colab experience | by Cyprien NIELLY | Towards Data Science | |||
| Quickly share ML WebApps from Google Colab using ngrok for Free | by AbdulMajedRaja RS | Towards Data Science | |||
| Jupyter Widgets for Interactivity in Google Colab | : notebook with examples of using Jupyter Widgets in Colab, allowing interactive inputs | ||
| Jupyter Widgets official documentation | |||
Misc / Auxiliary tools and concepts | |||
| MuckBrass | : Find & Validate Startup Ideas using AI | ||
| ResumeDive | : A resume boosting service using AI | ||
| Owlbot | : AI Support Agent | ||
| fynk | : AI powered contract management software | ||
| Taskbase | : Virtual assistants packaged with AI powered software | ||
| AI Wedding Toast | : Generate a personalized wedding speech with AI | ||
| Interviews Chat | : Your Personal Interview Prep & Copilot | ||
| Inline Help | : Answer customer questions before they ask | ||
| LinkActions | : AI Internal Links Assistant | ||
| Marblism | : Generate a SaaS boilerplate from a prompt | ||
| SiteSpeakAI | : Automate your customer support with AI | ||
| Room Reinvented | : Transform your room effortlessly with Room Reinvented! Upload a photo and let AI create over 30 stunning interior styles. Elevate your space today | ||
| FairyTailAI | : Personalized bedtime story generator | ||
| PromptPal | : Search for prompts and bots, then use them with your favourite AI. All in one place | ||
| Never Jobless LinkedIn Message Generator | : Maximize Your Interview Chances with AI-Powered LinkedIn Messaging | ||
| Aispect | : New way to experience events | ||
| SiteGPT | : Make AI your expert customer support agent | ||
| PressPulse AI | : Get personalized media coverage leads every morning | ||
| GPTHelp.ai | : ChatGPT for your website / AI customer support chatbot | ||
| chaiNNer-org/chaiNNer | 4,469 | 28 days ago | : A node-based image processing and AI upscaling GUI that makes it easy to chain together complex processing tasks |
| BIRME | : Bulk Image Resizing Made Easy 2.0 (Online & Free) | ||
| The Art of PNG Glitch | |||
| HashLips/hashlips_art_engine | 7,167 | 5 months ago | : tool used to create multiple different instances of artworks based on provided layers |
| Taplio | : The all-in-one, AI-powered LinkedIn tool | ||
| Galichat.com | : AI Support Assistant that helps you grow your business | ||
| Aidbase | AI-Powered Support for your SaaS startup | ||
Misc / Auxiliary tools and concepts / Dimension reduction techniques | |||
| Why you should use Topological Data Analysis over t-SNE or UMAP? | |||
| YingfanWang/PaCMAP: PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure | 508 | 3 months ago | |
| UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction | |||
| Visualizing Data using t-SNE | |||
Misc / Roadmaps, Tracks, Rails | |||
| (1166) A Hackers' Guide to Language Models - YouTube | |||
| Generative AI for Beginners | [🔥🔥] : introductory 12 lesson course by Microsoft | ||
| Introduction to Generative AI | : series of Medium articles by Youssef Hosni | ||
| Prompt Engineering Roadmap - roadmap.sh | |||
| Prompt Engineering Guide | Learn Prompting: Your Guide to Communicating with AI | |||
| Short Courses | Learn Generative AI from DeepLearning.AI | |||
steven2358/awesome-generative-ai