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A curated list of Generative AI tools, works, models, and references

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Dec 10, 2024

Critical Views about Generative AI

• Collection of "The Most Thoughtful Writing about Generative AI" by Eryk Salvaggio

• AI Snake Oil: Separating Hype from Reality | TechPolicy.Press

• Deconstructing the AI Myth: Fallacies and Harms of Algorithmification

• Challenging The Myths of Generative AI | TechPolicy.Press

Dec 09, 2024

Large Language Models (LLMs)

• mendableai/firecrawl (⭐19k): Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

Dec 05, 2024

Autonomous LLM Agents / Multi-agents

• [2411.00114] Project Sid: Many-agent simulations toward AI civilization

• joonspk-research/generative_agents (⭐18k): implementation of the paper Generative Agents: Interactive Simulacra of Human Behavior

Speech-to-text (STT) and spoken content analysis / Deforum

• Lovable: "Idea to app in seconds. Lovable is your superhuman full stack engineer."

• v0 by Vercel: assistant to build NextJS frontend

• Cursor: The AI Code Editor

Dec 04, 2024

Large Language Models (LLMs)

• QuivrHQ/MegaParse (⭐1k): File Parser optimised for LLM Ingestion with no loss. Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• pydantic/pydantic-ai (⭐1.1k): Agent Framework / shim to use Pydantic with LLMs

Nov 30, 2024

Running LLMs Locally / Prompt Engineering for Text-to-image

• llama.cpp guide: Running LLMs locally, on any hardware, from scratch

Text-related Generative Tools / Multi-agents

• TextCraft (⭐52) Add-in for Microsoft Word that seamlessly integrates essential AI tools, including text generation, proofreading, and more, directly into the user interface.

Related Awesome Lists / Deforum

• mahseema/awesome-ai-tools (⭐1.5k): A curated list of Artificial Intelligence Top Tools

Nov 26, 2024

Critical Views about Generative AI

• Responsible enterprise decisions with knowledge-enriched generative AI | Deloitte Netherlands

Nov 21, 2024

Autonomous LLM Agents / Multi-agents

• Generative Agent Simulations of 1,000 People | arxiv [GitHub: joonspk-research/genagents] (⭐207)

Nov 20, 2024

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• bRAGAI/bRAG-langchain (⭐783): Everything you need to know to build your own RAG application

Jobs in Generative AI / Deforum

• Latest Jobs and News in AI at trending startups and big companies | AIJobster

Nov 14, 2024

Ethics, Philosophical questions and Discussions about Generative AI

• Machines of Loving Grace - How AI Could Transform the World for the Better by Dario Amodei

Nov 13, 2024

Autonomous LLM Agents / Multi-agents

• microsoft/TinyTroupe (⭐4.6k): LLM-powered multiagent persona simulation for imagination enhancement and business insights

Nov 12, 2024

Autonomous LLM Agents / Multi-agents

• Multi-Agent Research Outline: an interactive eBook that compiles an extensive collection of research papers on large language model (LLM)-based multi-agent systems

Oct 28, 2024

Attacks on LLMs / Multi-agents

• ZombAIs: From Prompt Injection to C2 with Claude Computer Use

Image Segmentation / Deforum

• Melies: All-in-one AI filmmaking software

Speech-to-text (STT) and spoken content analysis / Deforum

• Potpie - Open Source AI Agents for your codebase in minutes. Use pre-built agents for Q&A, Testing, Debugging and System Design or create your own purpose-built agents.

Oct 20, 2024

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• Hexabot (⭐514) Open-Source AI Chatbot / Agent builder with support for LLMs as well as social media channels integration.

LLM Evaluation / Multi-agents

• Indico LLM Leaderboard: Indico Data runs a monthly benchmarking exercise across providers (LLama, Azure OpenAI, Google, AWS Bedrock, and Indico trained discriminative standard language models RoBERTa and DeBERTa), datasets (e.g. cord and CUAD), and capabilities (text classification, key information extraction, and generative summarization).

• LLM Rankings: a leaderboard that compares LLMs for all prompts.

• LLM Use Case Leaderboard: a leaderboard that features LLM use cases.

• LMExamQA: a leaderboard that benchmarks foundation models with Language-Model-as-an-Examiner.

• The Pile: a leaderboard of The Pile benchmark.

Speech-to-text (STT) and spoken content analysis / Deforum

• batchai (⭐30): A supplement to Copilot and Cursor - utilizes AI for batch processing of project codes

Oct 16, 2024

Autonomous LLM Agents / Multi-agents

• openai/swarm (⭐17k): Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Oct 11, 2024

Large Language Models (LLMs)

• Langfuse: Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. #opensource (⭐6.8k)

Image Segmentation / Deforum

• Pyramid Flow

Oct 06, 2024

Critical Views about Generative AI

• I am tired of AI | On Test Automation

Generative AI Tools Directories

• AI Presentation Makers: In-depth reviews of dozens of AI presentation makers

Podcast generators / Deforum

• Google NotebookLM: generate podcast episodes based on your uploaded references

• Illuminate: transform your content into engaging AI‑generated audio discussions also by Google

Oct 05, 2024

Critical Views about Generative AI

• Critique of Generative AI Can Harm Learning Study Design  by Steffi Tan, Vaikunthan Rajaratnam :: SSRN

• Generative AI Can Harm Learning by Hamsa Bastani, Osbert Bastani, Alp Sungu, Haosen Ge, Özge Kabakcı, Rei Mariman :: SSRN

Oct 02, 2024

Critical Views about Generative AI

• I Taught for Most of My Career. I Quit Because of ChatGPT | TIME

Large Language Models (LLMs)

• LiteLLM: a proxy server to manage auth, loadbalancing, and spend tracking across 100+ LLMs, all in the OpenAI format

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• NirDiamant/GenAI_Agents (⭐4.6k): tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

Sep 30, 2024

Small Language Models

• [2409.15790] Small Language Models: Survey, Measurements, and Insights

Sep 28, 2024

Critical Views about Generative AI

• AI Risks that Could Lead to Catastrophe | CAIS

• The AI Risk Repository

Sep 27, 2024

Large Language Models (LLMs)

• youssefHosni/Hands-On-LangChain-for-LLM-Applications-Development (⭐136): Practical LangChain tutorials for LLM applications development

• unclecode/crawl4ai: Crawl4AI (⭐18k): Open-source LLM Friendly Web Crawler & Scrapper

• microsoft/LMOps (⭐3.7k): General technology for enabling AI capabilities w/ LLMs and MLLMs

Auxiliary tools and concepts / Deforum

• Rosie: AI Phone Answering Service

• Socialsonic - AI LinkedIn Coach: Personalized content, trends & scheduling.

Sep 26, 2024

Generative AI history, timelines, maps, and definitions

• Cartography of generative AI: "What set of extractions, agencies, and resources allow us to converse online with a text-generating tool or to obtain images in a matter of seconds?"

Sep 22, 2024

Generative AI history, timelines, maps, and definitions

• The Rise of Generative AI Large Language Models (LLMs): interactive timeline visualization made by Information Is Beautiful

Prompt Engineering

• Narrow AI: Automated Prompt Engineering and Optimization Platform

LLM Evaluation / Multi-agents

• PAIR-code/llm-comparator (⭐333): LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

Sep 21, 2024

Image Upscaling / Deforum

• Leonardo AI Upscaler: free image upscaler

Sep 17, 2024

Critical Views about Generative AI

• [2406.17864] AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies

Sep 16, 2024

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• TailorTask - Automate any boring task, without code and without having to learn a new tool

Image Segmentation / Deforum

• Infinity AI: a video foundation model that allows you to craft characters and animate them

Sep 06, 2024

Critical Views about Generative AI

• "AI for Good" Campaigns Are the Wrong Approach - IEEE Spectrum

Generative AI Tools Directories

• A.I. Productivity Tools

Courses and Educational Materials

• Niraj-Lunavat/Artificial-Intelligence (⭐1.7k): 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

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• DecorAI: Generate Interior and Exterior Ideas in Seconds

Aug 23, 2024

Auxiliary tools and concepts / Deforum

• MuckBrass: Find & Validate Startup Ideas using AI

Aug 22, 2024

Prompt Engineering

• Anthropic's Prompt Engineering Interactive Tutorial (⭐8.2k)

Aug 21, 2024

Critical Views about Generative AI

• Generative AI is not the panacea we’ve been promised | Eric Siegel for Big Think+ - YouTube

• Thoughts on GenAI by James Gosling

Image Segmentation / Deforum

• Content Studio AI: Faceless Video Generator

Aug 14, 2024

Generative AI Tools Directories

• Maxim AI: a generative AI evaluation and observability platform

Online Tools and Applications

• Lunroo: 45+ Free AI Tools for Social Media Marketing. Save your time on routine tasks using AI.

AI Tools for Searching / Multi-agents

• MemFree (⭐1.1k) - Open Source Hybrid AI Search Engine, Instantly Get Accurate Answers from the Internet, Bookmarks, Notes, and Docs. Support One-Click Deployment.

Image Synthesis / Multi-agents

• The FLUX.1 family of models – Replicate

Text-to-speech (TTS) and avatars / Deforum

• Parler-TTS: fully open-source high-quality TTS

Jul 20, 2024

Speech-to-text (STT) and spoken content analysis / Deforum

• Archie: AI-Driven Product Architect that Designs and Plans Software Applications

Jul 19, 2024

Generative AI Tools Directories

• ToolList.ai: AI Tools Aggregator

• Toolify: AI Tools Directory & AI Tools List

Jul 18, 2024

Prompt Engineering

• ncwilson78/System-Prompt-Library (⭐72): A library of shared system prompts for creating customized educational GPT agents.

Jul 17, 2024

Large Language Models (LLMs)

• F*** You, Show Me The Prompt: quickly understand inscrutable LLM frameworks by intercepting API calls

Jul 16, 2024

Ethics, Philosophical questions and Discussions about Generative AI

• Text Is the Universal Interface - Scale

Generative AI Tools Directories

• 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"

Courses and Educational Materials

• udlbook/udlbook (⭐6.6k): Understanding Deep Learning by Professor Simon J.D. Prince

Large Language Models (LLMs)

• Stability AI Launches the First of its StableLM Suite of Language Models — Stability AI

Inbox: Stable Diffusion / References Collection about Stable Diffusion

• Stable Diffusion General Updates Posted by u/ImeniSottoITreni | Reddit: a general update on all the "most important" news/repos available

Jul 14, 2024

Auxiliary tools and concepts / Deforum

• Aidbase - AI-Powered Support for your SaaS startup.

Jul 11, 2024

Text-related Generative Tools / Multi-agents

• AI Story Generator (Advance Options) Create Unique and Engaging Stories Instantly with Customized Tone, Genre, and Narration.

Text-to-speech (TTS) and avatars / Deforum

• p0n1/epub_to_audiobook (⭐1.2k): EPUB to audiobook converter, optimized for Audiobookshelf

Jul 10, 2024

LLM Evaluation / Multi-agents

• confident-ai/deepeval (⭐3.8k): The LLM Evaluation Framework

• LLM Benchmarks: MMLU, HellaSwag, BBH, and Beyond - Confident AI

• LLM Leaderboards

Speech-to-text (STT) and spoken content analysis / Deforum

• Introducing Universal-1: multilingual speech-to-text

Jul 07, 2024

Generative AI history, timelines, maps, and definitions

• The AI Timeline (@TheAITimeline) / X

• Generative AI for Beginners: Part 1 — Introduction to AI | by Raja Gupta | Medium

• Generative AI Iceberg

Ethics, Philosophical questions and Discussions about Generative AI

• The Five Stages Of AI Grief - NOEMA

Online Tools and Applications

• COUNT: AI-powered accounting for small businesses

• Tune AI: AI chat app powered by open source models

• GPT Mobile (⭐448) GPT Mobile is an Android app that can chat with multiple LLMs at once! Currently supports ChatGPT, Anthropic Claude, and Google Gemini.

AI Tools for Research / Multi-agents

• danielmiessler/fabric (⭐26k): 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

Prompt Engineering

• Promptstacks: a prompt engineering community

Prompt Engineering / Prompt Optimizers

• zou-group/textgrad (⭐1.9k): Automatic "Differentiation" via Text, using large language models to backpropagate textual gradients.

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• [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 (⭐2.3k): 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.

LLM Evaluation / Multi-agents

• 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 (⭐2.4k): 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)

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• POTO.AI: Finetune Stable Difussion model as AI Photographer to generate headshots, portrait and couple wedding photos

Speech-to-text (STT) and spoken content analysis / Deforum

• DhiWise: DhiWise is an app development platform that automates coding tasks, letting developers focus on core functionalities.

• [2406.09403] Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models

• BradyFU/Awesome-Multimodal-Large-Language-Models (⭐13k): Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

Auxiliary tools and concepts / Deforum

• ResumeDive: A resume boosting service using AI

• Owlbot: AI Support Agent

• Galichat.com: AI Support Assistant that helps you grow your business.

May 25, 2024

Courses and Educational Materials

• 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

Online Tools and Applications

• Competitor Research: AI tool to help companies track their competitors

Large Language Models (LLMs)

• naklecha/llama3-from-scratch (⭐14k): llama3 implementation one matrix multiplication at a time

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• ragapp/ragapp (⭐3.9k): an alternative to use Agentic RAG in enterprises

May 17, 2024

Ethics, Philosophical questions and Discussions about Generative AI

• Generative AI Ethics: 8 Biggest Concerns and Risks

Online Tools and Applications

• StartKit.AI: Boilerplate for quickly building AI products

May 09, 2024

Generative AI history, timelines, maps, and definitions

• 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

Large Language Models (LLMs)

• [2405.03825] Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence

Image Synthesis / Multi-agents

• ToTheBeginning/PuLID: Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment (⭐2.7k)

• Edit Your Image: Find all the trending and useful Gradio demos that you can use to edit your images

May 07, 2024

Courses and Educational Materials

• Paulescu/hands-on-rl: Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽 (⭐1.1k)

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

LLM Evaluation / Multi-agents

• 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

May 06, 2024

Critical Views about Generative AI

• Automated Social Science: Language Models as Scientist and Subjects | NBER

Online Tools and Applications

• 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.

Large Language Models (LLMs)

• Open challenges in LLM research

May 03, 2024

LLM Evaluation / Multi-agents

• MLGroupJLU/LLM-eval-survey: The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models". (⭐1.4k)

• 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

May 02, 2024

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• 🪆 Introduction to Matryoshka Embedding Models

• Getting creative with embeddings by Amelia Wattenberger

Apr 26, 2024

AI and Education / Deforum

• Teaching AI to Teach Us: A New Era of Personalized Education

Apr 25, 2024

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• The Hidden Life of Embeddings: Linus Lee - YouTube

Apr 21, 2024

Ethics, Philosophical questions and Discussions about Generative AI

• It’s time to retire the term “user”: the proliferation of AI means we need a new word

Apr 16, 2024

Generative AI history, timelines, maps, and definitions

• [🔥🔥🔥] FirstMark | 2024 MAD (ML/AI/Data) Landscape: Full Steam Ahead The 2024 MAD (Machine Learning, AI & Data) Landscape

Apr 11, 2024

Generative AI history, timelines, maps, and definitions

• Timeline of AI forecasts - AI Digest

Critical Views about Generative AI

• When Will the GenAI Bubble Burst? - by Gary Marcus

Online Tools and Applications

• VocalReplica: AI-Powered Vocal and Instrumental Isolation for Your Favorite Tracks

• Voicesphere: Chat with your documents to get intelligent, context specific answers.

Autonomous LLM Agents / Multi-agents

• BrainSoup: multi-agent & multi-LLM client with RAG, multi-modality, automation, code interpreter, and sandboxed file system

Text-related Generative Tools / Multi-agents

• Composum AI (⭐3) Plugin for CMS Adobe Experience Manager (AEM) or Composum Pages helping the editor to create / edit / translate texts

Speech-to-text (STT) and spoken content analysis / Deforum

• Co-Developer GPT engine (⭐11) - local r/w file access and execute actions from an OpenAI GPT

Apr 03, 2024

Ethics, Philosophical questions and Discussions about Generative AI

• Understanding how personality traits, experiences, and attitudes shape negative bias toward AI-generated artworks | Scientific Reports

Auxiliary tools and concepts / Deforum

• fynk: AI powered contract management software

Apr 02, 2024

Online Tools and Applications

• LangMagic: Learn languages from native content.

Large Language Models (LLMs)

• Floom (⭐36) AI gateway and marketplace for developers, enables streamlined integration of AI features into products

Text-related Generative Tools / Multi-agents

• Jack AI: AI Marketing Copywriter tool

Auxiliary tools and concepts / Deforum

• Taskbase: Virtual assistants packaged with AI powered software.

• AI Wedding Toast: Generate a personalized wedding speech with AI

Mar 15, 2024

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• LlamaParse: GenAI-native document parsing platform by LlamaIndex

Mar 13, 2024

Ethics, Philosophical questions and Discussions about Generative AI

• Tracking AI: Monitoring Bias in Artificial Intelligence Chatbots

Mar 12, 2024

Online Tools and Applications

• Persuva: Persuva is the AI-driven platform to create persuasive, high-converting ad copy at scale.

LLM Evaluation / Multi-agents

• qcri/LLMeBench (⭐80): Benchmarking Large Language Models

• TruLens for LLMs: Evaluate and Track LLM Applications

Auxiliary tools and concepts / Deforum

• Interviews Chat: Your Personal Interview Prep & Copilot

Feb 29, 2024

Small Language Models

• [2402.17764] The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

• mbzuai-oryx/MobiLlama (⭐601): Small Language Model tailored for edge devices

Feb 27, 2024

Prompt Engineering / Prompt Optimizers

• [🔥🔥🔥] stanfordnlp/dspy (⭐19k): DSPy: The framework for programming — not prompting — foundation models

• vaibkumr/prompt-optimizer (⭐241): Minimize LLM token complexity to save API costs and model computations.

• PromptPerfect: "Optimize Your Prompts to Perfection"

Auxiliary tools and concepts / Deforum

• Inline Help: Answer customer questions before they ask

Feb 26, 2024

Online Tools and Applications

• Dittto.ai: Fix your hero copy with an AI trained on top SaaS websites.

Feb 25, 2024

Text-related Generative Tools / Multi-agents

• AI Story Generate: Generate stories using LLM with custom emotion, genre, and word count.

Speech-to-text (STT) and spoken content analysis / Deforum

• ggerganov/whisper.cpp (⭐36k): Port of OpenAI's Whisper model in C/C++. It can be executed locally.

• Good Tape: paid service for transcription

Feb 24, 2024

Online Tools and Applications

• SEOByAI: Rank Faster on Google with FREE AI SEO Tools

Feb 23, 2024

Courses and Educational Materials

• 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.

Online Tools and Applications

• 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.

• 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.

Large Language Models (LLMs)

• Groq: service focused on fast inference speed, providing API access to Llama 2 70B-4K and Mixtral 8x7B-32K

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• Retrieval-Augmented Generation for Large Language Models: A Survey

Speech-to-text (STT) and spoken content analysis / Deforum

• New study on coding behavior raises questions about impact of AI on software development – GeekWire

Feb 17, 2024

Critical Views about Generative AI

• Nightshade, the tool that ‘poisons’ data, gives artists a fighting chance against AI | TechCrunch

Image Segmentation / Deforum

• Sora: OpenAI's text-to-video model [technical report]

Feb 15, 2024

Online Tools and Applications

• AI-Flow: Connect multiple AI models easily

• Chatpdf.so: Talk to PDF using GPT4 AI. Chatpdf.so is a chatpdf tool that lets you do question answering on your pdf documents.

Feb 07, 2024

Online Tools and Applications

• Code to Flow: Visualize, Analyze, and Understand Your Code flow. Turn Code into Interactive Flowcharts with AI. Simplify Complex Logic Instantly.

Feb 05, 2024

Critical Views about Generative AI

• How AI Fails Us | Edmond & Lily Safra Center for Ethics

Feb 03, 2024

Prompt Engineering / Prompt Optimizers

• [🔥🔥🔥] LLMLingua: Designing a Language for LLMs via Prompt Compression

Feb 02, 2024

Large Language Models (LLMs)

• rasbt/LLMs-from-scratch (⭐34k): Implementing a ChatGPT-like LLM from scratch, step by step

Feb 01, 2024

Online Tools and Applications

• Snowpixel: Generate Images/Videos/Animations/Audio/Music/3D Objects with Text and/or Image. Upload your own data to create custom models.

Jan 30, 2024

Generative AI Tools Directories

• AI Search: Find AI Tools & Apps | Search The Most Complete AI Tools Directory | AI Search

Online Tools and Applications

• Documind.chat: Chat with PDF using AI. Documind is a powerful chat with pdf tool that lets you ask questions from your pdf documents.

Auxiliary tools and concepts / Deforum

• LinkActions: AI Internal Links Assistant

Jan 25, 2024

Auxiliary tools and concepts / Deforum

• Marblism: Generate a SaaS boilerplate from a prompt

Jan 23, 2024

Generative AI history, timelines, maps, and definitions

• [🔥🔥🔥] Generative AI in a nutshell: a map with the most common Generative AI' concepts by Henrik Kniberg Youtube Video explaining the map

Online Tools and Applications

• Recast Studio: AI-powered podcast marketing assistant.

Jan 19, 2024

Generative AI history, timelines, maps, and definitions

• 60+ Generative AI Terms You Must Know By Heart: by Analytics Vidhya

AI Tools for Research / Multi-agents

• Unlocking productivity and personalizing learning with AI | Microsoft EDU

Jan 17, 2024

Online Tools and Applications

• Clipwing: A tool for cutting long videos into dozens of short clips.

Text-related Generative Tools / Multi-agents

• aiPDF: The most advanced AI document assistant

Jan 10, 2024

Generative AI history, timelines, maps, and definitions

• 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")

Auxiliary tools and concepts / Deforum

• SiteSpeakAI: Automate your customer support with AI

Jan 09, 2024

Critical Views about Generative AI

• Generative AI Has a Visual Plagiarism Problem - IEEE Spectrum: "Experiments with Midjourney and DALL-E 3 show a copyright minefield"

AI Tools for Research / Multi-agents

• Sourcely: Academic Citation Finding Tool with AI

Auxiliary tools and concepts / Deforum

• 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.

Dec 28, 2023

Auxiliary tools and concepts / Deforum

• FairyTailAI: Personalized bedtime story generator

Dec 26, 2023

Generative AI history, timelines, maps, and definitions

• GenAI Prism Infographic by Brian Solis: A Framework for Collaborating with Generative AI

Large Language Models (LLMs)

• LLM Visualization

• GoogleCloudPlatform/generative-ai (⭐8.3k): Sample code and notebooks for Generative AI on Google Cloud

Ethics, Philosophical questions and Discussions about Generative AI

• Will AI’s Next Wave of Super Intelligence Replace Human Ingenuity? It’s Complicated - Grit Daily News

Generative AI Tools Directories

• AiSuperSmart Ai Tool Directory: Find Ai Tools According to your Use Cases!

Courses and Educational Materials

• 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

Prompt Engineering

• Prompt engineering - OpenAI API: OpenAI's document with strategies and tactics for getting better results from large language models

Prompt Engineering / Prompt Engineering for Text-to-text

• ChatGPT for designers: ChatGPT Cheat Sheet V2 to craft better prompts

Mamba / Prompt Engineering for Text-to-image

• [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 (⭐911): A chat LLM based on the state-space model architecture

Running LLMs Locally / Prompt Engineering for Text-to-image

• PowerInfer (⭐8k): a high-speed inference engine for deploying LLMs locally

Function Calling / Prompt Engineering for Text-to-image

• Nexusflow/NexusRaven-V2-13B · Hugging Face: "surpassing GPT-4 for Zero-shot Function Calling"

GPTs and Assistant API / Prompt Engineering for Text-to-image

• Featured GPTs: curated custom GPTs list for daily tasks

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• 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

LLM Evaluation / Multi-agents

• 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

Attacks on LLMs / Multi-agents

• [2310.04451] AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Text-related Generative Tools / Multi-agents

• 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.

AI Tools for Research / Multi-agents

• GummySearch: AI-based customer research via Reddit. Discover problems to solve, sentiment on current solutions, and people who want to buy your product.

Image Synthesis / Multi-agents

• 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.

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• InteriorAIDesigns: a platform which allows the easy redesign of rooms.

• PhotoAIStudio: a AI-powered photoshot platform with multiple styles

Image Segmentation / Deforum

• SDV (Stable Diffusion Image To Video): generates 3 seconds of video in about 30 seconds using an A100 GPU on Colab+.

• StemGen: A music generation model that listens

Speech-to-text (STT) and spoken content analysis / Deforum

• shashikg/WhisperS2T (⭐320): An Optimized Speech-to-Text Pipeline for the Whisper Model

• 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 (⭐1.8k): a curated list of language modeling researches for code and related datasets.

Multimodal Embedding Space / Deforum

• Ego-Exo4D: a foundational dataset by Meta for research on video learning and multimodal perception Dataset Download

• Carolina: General Corpus of Contemporary Brazilian Portuguese with provenance and typology information - Corpus Geral do Português Brasileiro Contemporâneo

• gabolsgabs/DALI (⭐350): a large Dataset of synchronised Audio, LyrIcs and vocal notes

Interesting GitHub Repositories / Deforum

• [🔥] Structured State Space for Sequence Modeling (S4) (⭐2.5k): Stole generation from the gods

Auxiliary tools and concepts / Deforum

• 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.

• Taplio: The all-in-one, AI-powered LinkedIn tool.

Dimension reduction techniques / Deforum

• 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 (⭐559)

• UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

• Visualizing Data using t-SNE

Dec 01, 2023

LLM Evaluation / Multi-agents

• OpenAI Cookbook: Evaluating RAG systems | by Ravi Theja | Nov, 2023 | LlamaIndex Blog

Nov 30, 2023

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• weaviate/Verba (⭐6.4k): Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

LLM Evaluation / Multi-agents

• Amazon will offer human benchmarking teams to test AI models - The Verge

Attacks on LLMs / Multi-agents

• 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.

Nov 29, 2023

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

Large Language Models (LLMs)

• Automatic Hallucination detection with SelfCheckGPT NLI

• StreamingLLM gives language models unlimited context: giving language models unlimited context

Attacks on LLMs / Multi-agents

• OWASP Top 10 for Large Language Model Applications: the Open Worldwide Application Security Project's list related to LLMs [Youtube video]

• Scalable Extraction of Training Data from (Production) Language Models: extracting training data from ChatGPT [webpage]

• 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 (⭐960): A curation of awesome tools, documents and projects about LLM Security.

• Adversarial Prompting: a list of adversarial prompts attacks by Prompt Engineering Guide

Nov 28, 2023

Large Language Models (LLMs)

• iusztinpaul/hands-on-llms (⭐3.1k): 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

LLM Evaluation / Multi-agents

• [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"

Nov 25, 2023

Large Language Models (LLMs)

• Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)

Nov 24, 2023

LLM Evaluation / Multi-agents

• [2311.12983] GAIA: a benchmark for General AI Assistants

• Sharing LangSmith Benchmarks

Nov 22, 2023

Large Language Models (LLMs)

• 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

Nov 21, 2023

Prompt Engineering

• [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

Critical Views about Generative AI

• [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

LLM Evaluation / Multi-agents

• [2311.09247] Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

Image Segmentation / Deforum

• [Emu Video | Meta ](https://emu-video.metademolab.com/demo#/demo): state-of-the-art text-to-video generation

• 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"

• Stable Audio - Generative AI for music & sound fx

Roadmaps, Tracks, Rails / Deforum

• (1166) A Hackers' Guide to Language Models - YouTube

Nov 19, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Who is Afraid of Frankenstein? And of Generative AI? | Fast Company Brasil [PT-BR]

Critical Views about Generative AI

• This new data poisoning tool lets artists fight back against generative AI | MIT Technology Review

Nov 18, 2023

Critical Views about Generative AI

• The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market by Xiang Hui, Oren Reshef, Luofeng Zhou :: SSRN

LangChain / Multi-agents

• LangChain Cheatsheet: All Secrets on a Single Page | by Ivan Reznikov | Nov, 2023 | Towards AI

Nov 17, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Hito Steyerl, Mean Images, NLR 140/141, March–June 2023

• The copyright conundrum of AI art - The Verge

Generative AI Tools Directories

• ainave: "navigate the world of AI with ease", curated AI Tools and AI News

Courses and Educational Materials

• 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

LangChain / Multi-agents

• LangChain Template: Research Assistant (⭐96k)

Image Segmentation / Deforum

• An early look our AI Music experiment - YouTube Blog

Nov 16, 2023

LLM Evaluation / Multi-agents

• [2305.16938] Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

Nov 15, 2023

Large Language Models (LLMs)

• [2311.01555] Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers

Prompt Engineering

• [2311.04155] Black-Box Prompt Optimization: Aligning Large Language Models without Model Training

Running LLMs Locally / Prompt Engineering for Text-to-image

• GPT4All: A free-to-use, locally running, privacy-aware chatbot. No GPU or internet is required.

• LM Studio: Discover, download, and run local LLMs

• ggerganov/llama.cpp (⭐69k): Port of Facebook's LLaMA model in C/C++

GPTs and Assistant API / Prompt Engineering for Text-to-image

• AllGPTs: a directory to find GPTs

LLM Evaluation / Multi-agents

• vectara/hallucination-leaderboard (⭐1.3k): "leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents"

Speech-to-text (STT) and spoken content analysis / Deforum

• tldraw/draw-a-ui (⭐5.1k): draw a mockup and generate HTML for it

Nov 14, 2023

Prompt Engineering

• [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"

Nov 11, 2023

AI Engineering / Multi-agents

• An AI Engineer’s Guide to Machine Learning and Generative AI | by ai geek (wishesh) | Oct, 2023 | Medium

Ethics, Philosophical questions and Discussions about Generative AI

• Recommendations for the advancement of artificial intelligence in Brazil – ABC [PT-BR]

Nov 10, 2023

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• imartinez/privateGPT (⭐54k): "Interact with your documents using the power of GPT, 100% privately, no data leaks"

Nov 09, 2023

Generative AI history, timelines, maps, and definitions

• Emerging Trends in Generative AI Research: A Selection of Recent Papers

Large Language Models (LLMs)

• [🔥🔥] State of LLM Apps 2023 · Streamlit

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• pinecone-io/canopy (⭐976): 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

Image Segmentation / Deforum

• AILab-CVC/VideoCrafter (⭐4.6k): Open Diffusion Models for High-Quality Video Generation

Speech-to-text (STT) and spoken content analysis / Deforum

• Vaibhavs10/insanely-fast-whisper (⭐7.8k): accelerates transcription with the combination of OpenAI's Whisper Large v2, HF Transformers, Optimum, and flash attention

• deepseek-ai/DeepSeek-Coder (⭐6.9k): a tool that experiments the motto "let the code write itself"

• NExT-Chat: An LMM for Chat, Detection and Segmentation

• roboflow/awesome-openai-vision-api-experiments (⭐1.7k): Examples showing how to use the OpenAI vision API to run inference on images, video files and webcam streams

Nov 08, 2023

Large Language Models (LLMs)

• 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

Ethics, Philosophical questions and Discussions about Generative AI

• We must stop AI replicating the problems of surveillance capitalism

• Artificial Intelligence at the Service of Collective Intelligence

LLM Evaluation / Multi-agents

• LLM Comparison/Test: 39 models tested (7B-70B + ChatGPT/GPT-4)

Nov 07, 2023

Large Language Models (LLMs)

• How AI chatbots like ChatGPT or Bard work – visual explainer | The Guardian

Running LLMs Locally / Prompt Engineering for Text-to-image

• [🔥🔥] Ollama: run Llama 2, Code Llama, and other models locally

Image Segmentation / Deforum

• What's Generative Music? - Generative Music AI - YouTube

Nov 04, 2023

Generative AI history, timelines, maps, and definitions

• [2309.07930] Generative AI: discusses a model-, system-, and application-level view on generative AI.

Ethics, Philosophical questions and Discussions about Generative AI

• 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

• The Age of AI has begun | Bill Gates

Critical Views about Generative AI

• 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

Large Language Models (LLMs)

• cpacker/MemGPT (⭐13k): teaching LLMs memory management for unbounded context [demo page] [arxiv]

• [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

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• Rerankers and Two-Stage Retrieval | Pinecone

• Retrieval Augmented Generation | Pinecone

LLM Evaluation / Multi-agents

• 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 (⭐15k): 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

AI Engineering / Multi-agents

• Marvin: AI engineering framework for building natural language interfaces

• Instructor: library for structured LLM extraction in Python

Multimodal Embedding Space / Deforum

• Microsoft KOSMOS-2: new capabilities of perceiving object descriptions (e.g., bounding boxes) and grounding text to the visual world [HF demo] [arxiv]

Interesting Twitter Accounts / Deforum

• Hassan El Mghari (@nutlope) / X: the creator of roomgpt

Nov 03, 2023

Roadmaps, Tracks, Rails / Deforum

• [🔥🔥] Generative AI for Beginners: introductory 12 lesson course by Microsoft

• Introduction to Generative AI: series of Medium articles by Youssef Hosni

Human-AI Interaction

• Guidelines for Human-AI Interaction - Microsoft Research: a set of "18 generally applicable design guidelines for human-AI" interaction

Large Language Models (LLMs)

• [🔥🔥🔥] Patterns for Building LLM-based Systems & Products: "practical patterns for integrating large language models (LLMs) into systems & products" by Eugene Yan

AI Engineering / Multi-agents

• One AI: an NLP-as-a-service platform

• LangSmith: a developer platform for deploying LLM apps

Text-related Generative Tools / Multi-agents

• Fable Fiesta: Creative AI writing assistant

Nov 02, 2023

Generative AI Processes and Artifacts

• Starting with Data: Every Generative AI process begins with data. This can be in various forms such as text, images, sounds, or other datasets. This data serves as the foundational material that the AI uses to recognize and understand patterns.

• Training the AI: With the data in hand, the next step is 'training'. During this phase, the AI processes the data multiple times to learn and internalize the patterns present. The outcome of this stage is a 'model', which acts like a digital representation of the knowledge derived from the data.

• Fine-Tuning: At times, there's a need for the AI to focus on specific nuances or characteristics. In such cases, an additional set of data is used to 'fine-tune' the already trained model, enhancing its capabilities in the desired direction.

• Using the Model: After training, the model is prepared to make inferences, which means using its acquired knowledge to process new data and come up with relevant outputs. This inference process can be executed locally on a machine or can be accessed remotely through an 'API'. The choice between local execution and API access often depends on factors like computational resources, application needs, and user preferences. Whether locally or via an API, the goal is to leverage the model's capabilities to derive meaningful results from new data inputs.

• Generating New Data: With the model set up, the AI can now produce or 'generate' new data. By giving the AI certain 'input parameters' or guidelines, it returns with 'generated output', which is the newly created content.

• Applications: The output generated by the AI can be incorporated into a range of applications, be it websites, mobile apps, or other digital platforms. The 'interface' refers to the user-facing portion of these applications, enabling users to interact with and benefit from the AI's capabilities.

Nov 01, 2023

Human-AI Interaction

• [🔥🔥🔥] [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".

Critical Views about Generative AI

• [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"

Related Awesome Lists / Deforum

• Hannibal046/Awesome-LLM: Awesome-LLM (⭐19k): a curated list of Large Language Model

• AlexChalakov/awesome-generative-ai-companies (⭐99): a curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• dssjon/biblos: biblos.app (⭐200): example of RAG architecture using semantic search and summarization for retrieving Bible passages

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• [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)"

AI Tools for Research / Multi-agents

• [2310.17143] Supercharging academic writing with generative AI: framework, techniques, and caveats

Oct 31, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Can Computers Create Art? by Aaron Hertzmann: 2018's essay published on the Arts Journal

Multimodal Embedding Space / Deforum

• RedPajama-Data-v2 by Together AI: an open dataset with 30 trillion tokens for training Large Language Models

Oct 30, 2023

Large Language Models (LLMs)

• [2309.06794] Cognitive Mirage: A Review of Hallucinations in Large Language Models

Prompt Engineering / Prompt Engineering for Text-to-text

• [🔥] [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

Autonomous LLM Agents / Multi-agents

• [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

• [2308.10848] AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• [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"

Oct 26, 2023

Critical Views about Generative AI

• AI Worship | Marginal REVOLUTION

Courses and Educational Materials

• Animated AI: animations and instructional videos about neural networks

Roadmaps, Tracks, Rails / Deforum

• Prompt Engineering Guide | Learn Prompting: Your Guide to Communicating with AI

• Short Courses | Learn Generative AI from DeepLearning.AI

Oct 16, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Redefining Bias: The Human Prejudice Against AI | Medium

Oct 12, 2023

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• 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 [github (⭐35k)]

Autonomous LLM Agents / Multi-agents

• OpenBMB/ChatDev (⭐26k): create customized software using natural language idea (through llm-powered multi-agent collaboration)

Sep 22, 2023

Online Tools and Applications

• Tailor: Get a daily podcast and newsletter, created for you by an AI

Sep 19, 2023

Generative AI Tools Directories

• Altern - The place to discover new AI tools and products.

Roadmaps, Tracks, Rails / Deforum

• Prompt Engineering Roadmap - roadmap.sh

Sep 18, 2023

Generative AI history, timelines, maps, and definitions

• The Building Blocks of Generative AI | by Jonathan Shriftman | Medium

Sep 14, 2023

Generative AI history, timelines, maps, and definitions

• [🔥] Generative AI exists because of the transformer: a visual story by Financial Times

Sep 12, 2023

Critical Views about Generative AI

• Artificial intelligence technology behind ChatGPT was built in Iowa — with a lot of water | AP News

Sep 08, 2023

Generative AI Tools Directories

• HD Robots: AI tools directory with chatbot assistant

Sep 06, 2023

Critical Views about Generative AI

• ChatGPT is fun, but not an author | Science

Sep 05, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• AI Art and its Impact on Artists: paper published in the Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society

Aug 30, 2023

Generative AI Tools Directories

• AIForme: AI tools discovery platform with comparison feature

Aug 29, 2023

Critical Views about Generative AI

• 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

Speech-to-text (STT) and spoken content analysis / Deforum

• facebookresearch/seamless_communication (⭐11k): Foundational Models for State-of-the-Art Speech and Text Translation

Aug 28, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• The AIKEA Effect: by Artur Piszek

Aug 27, 2023

Critical Views about Generative AI

• It’s Not Intelligent If It Always Halts: A Critical Perspective on Current Approaches to AGI | Life Is Computation

Speech-to-text (STT) and spoken content analysis / Deforum

• Cody: AI coding assistant

Aug 24, 2023

Speech-to-text (STT) and spoken content analysis / Deforum

• Kombai: generate UI code per component from Figma

Aug 22, 2023

Generative AI history, timelines, maps, and definitions

• Early days of AI - by Elad Gil: thoughts about AI as "an entirely new era and discontinuity from the past"

Critical Views about Generative AI

• The human costs of the AI boom | TechCrunch

Aug 17, 2023

Text-to-speech (TTS) and avatars / Deforum

• The "Voice Cloning AIs" they never tell you about (and how they work): Youtube video by @bycloud summarizing the available technologies for voice cloning

Aug 16, 2023

Courses and Educational Materials

• 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.

Large Language Models (LLMs)

• Generative AI for Strategy & Innovation: an experiment about management theories with ChatGPT by Harvard Business Review Italia

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• a16z-infra/ai-town (⭐7.7k): 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 (⭐18k): code for interactive simulacra of human behavior [arxiv]

LLMOps / Multi-agents

• LLM App (⭐4.7k): LLM App is a Python library that helps you build real-time AI-powered data pipelines with few lines of code.

LangChain / Multi-agents

• Embedchain (⭐23k): Framework to create ChatGPT like bots over your dataset

Aug 10, 2023

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• AgentBench: Evaluating LLMs as Agents: Hugging Face paper page on a benchmark to evaluate LLMs agents

Aug 09, 2023

Critical Views about Generative AI

• AI Scams, Spam, Hacking, Are Ruining the Internet

Aug 07, 2023

Generative AI history, timelines, maps, and definitions

• The state of AI in 2023: Generative AI’s breakout year | McKinsey

Ethics, Philosophical questions and Discussions about Generative AI

• Ethics of Artificial Intelligence: Case Studies and Options for Addressing Ethical Challenges | SpringerLink

Courses and Educational Materials

• 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"

Large Language Models (LLMs)

• The TextFX project: "AI-powered tools for rappers, writers and wordsmiths" (partnership between Lupe Fiasco and Google)

Speech-to-text (STT) and spoken content analysis / Deforum

• geekan/MetaGPT (⭐46k): the multi-agent framework that, give one line requirement, return PRD, design, tasks, repo

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• ComicsMaker.ai: Stable diffusion-based comic book generator with support for text2img, img2img, inpainting and controlnet

Aug 01, 2023

Large Language Models (LLMs)

• A jargon-free explanation of how AI large language models work | Ars Technica

Jul 29, 2023

Critical Views about Generative AI

• The ChatGPT revolution is another tech fantasy

Speech-to-text (STT) and spoken content analysis / Deforum

• LeMUR: a single API, enabling developers to reason over their spoken data with a few lines of code

Jul 28, 2023

Speech-to-text (STT) and spoken content analysis / Deforum

• ZZZ Code AI: AI-powered free website to get any programming question answered or code generated.

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• GPT Researcher: AI agents for insights and research

Jul 26, 2023

Large Language Models (LLMs)

• [🔥🔥🔥] What We Know About LLMs (Primer)

LLMOps / Multi-agents

• Eden AI: provides a unique API connected to the AI engines

Image Segmentation / Deforum

• Ssemble: collaborative video editor with a collection of AI plugins

Jul 25, 2023

Large Language Models (LLMs)

• A simple guide to fine-tuning Llama 2 | Brev docs

Image Segmentation / Deforum

• 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

Text-to-speech (TTS) and avatars / Deforum

• Voice-Swap: transform vocals to match the style of a list of singers

Jul 21, 2023

Critical Views about Generative AI

• Why AI Will Save the World | Andreessen Horowitz

Large Language Models (LLMs)

• microsoft/semantic-kernel (⭐22k): integrate cutting-edge LLM technology quickly and easily into your apps

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• 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

Speech-to-text (STT) and spoken content analysis / Deforum

• Rapidpages: create React & Tailwind landing pages using AI

• Teaching Programming in the Age of ChatGPT – O’Reilly

Jul 20, 2023

Large Language Models (LLMs)

• CoPrompt: platform for teams to use ChatGPT together

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• BrainstormGPT: AI multi-agent problem solving

• ChatArena: building multi-agent environments for LLMs

Image Upscaling / Deforum

• Remini - AI Photo Enhancer: photo and video enhancer

Text-to-speech (TTS) and avatars / Deforum

• Shaunwei/RealChar (⭐6k): 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

Jul 19, 2023

Generative AI history, timelines, maps, and definitions

• The Generative AI Revolution: Exploring the Current Landscape | by Towards AI Editorial Team | Jun, 2023 | Towards AI

Critical Views about Generative AI

• Hollywood studios proposed AI contract that would give them likeness rights ‘for the rest of eternity’ - The Verge

Inbox: Stable Diffusion / Multi-agents

• Complete guide to samplers in Stable Diffusion - Félix Sanz

Jul 16, 2023

Generative AI history, timelines, maps, and definitions

• 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

Critical Views about Generative AI

• The shady world of Brave selling copyrighted data for AI training

• Inside the AI Factory: the humans that make tech seem human - The Verge

Jul 15, 2023

Image Segmentation / Deforum

• Ultimate Vocal Remover: vocal removal using AI

Speech-to-text (STT) and spoken content analysis / Deforum

• GPT Web App Generator: generates a webapp from a title, description, and other simple parameters

Jul 08, 2023

Generative AI Tools Directories

• Technologies in LabLab: list of AI tools suggested by lablab.ai for their hackathons

Jul 06, 2023

Critical Views about Generative AI

• Why transformative artificial intelligence is really, really hard to achieve

Jul 04, 2023

Critical Views about Generative AI

• AI and the automation of work — Benedict Evans

Hypertechniques / ControlNet

• A Beginner's Guide to Line Detection and Image Transformation with ControlNet

Image Upscaling / Deforum

• 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

Speech-to-text (STT) and spoken content analysis / Deforum

• wolfia-app/gpt-code-search (⭐200): search a codebase with natural language using AI

Jul 03, 2023

Generative AI history, timelines, maps, and definitions

• 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

Large Language Models (LLMs)

• [🔥🔥🔥] Emerging Architectures for LLM Applications | Andreessen Horowitz: "a reference architecture for the emerging LLM app stack"

Jul 01, 2023

Prompt Engineering

• [🔥🔥🔥] Learn Prompting: series of lessons of prompt engineering

• [🔥🔥🔥] Prompt Engineering Guide: a project by DAIR.AI that intends to educate researchers and practitioners about prompt engineering

Jun 30, 2023

Prompt Engineering

• [🔥🔥🔥] Prompt Engineering | Lil'Log: prompt engineering learning notes by Lilian Weng

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• [🔥🔥🔥] LLM Powered Autonomous Agents | Lil'Log: the LLM agents learning notes by Lilian Weng

Jun 26, 2023

Generative AI history, timelines, maps, and definitions

• The economic potential of generative AI: The next productivity frontier: report by McKinsey Jun 2023

Jun 22, 2023

Large Language Models (LLMs)

• SolidUI (⭐582): AI-generated visualization prototyping and editing platform, support 2D, 3D models, combined with LLM(Large Language Model) for quick editing.

Jun 20, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Embracing change and resetting expectations | Microsoft Unlocked: text by Terence Tao

Generative AI Tools Directories

• Vondy - Next Generation AI Apps: collection of AI tools organized by tasks

Jun 19, 2023

Generative AI Tools Directories

• AI Tool Master List: directory maintained by ClickUp

ChatGPT / Multi-agents

• Advanced Guide to ChatGPT: guide by Neatprompts.com

Image Segmentation / Deforum

• Introducing Voicebox: The first generative AI model for speech to generalize across tasks with state-of-the-art performance

Jun 18, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Art and the science of generative AI | Science

Critical Views about Generative AI

• Yuval Noah Harari argues that AI has hacked the operating system of human civilisation

Jun 17, 2023

Creative Uses of Generative AI Image Synthesis Tools / Deforum

• Wilco Sierra: A platform that generates engineering challenges for software engineers using GPT.

Speech-to-text (STT) and spoken content analysis / Deforum

• Dedicated File for Inbox for GenAI + Dev (⭐2.6k): a list for further analysis and organization of GenAI + dev references

Jun 15, 2023

Critical Views about Generative AI

• Generative AI Takes Stereotypes and Bias From Bad to Worse

Jun 13, 2023

Image Segmentation / Deforum

• MusicGen: Meta's tool for generating music

• facebookresearch/audiocraft (⭐21k): a library for audio processing and generation with deep learning.

Jun 10, 2023

Large Language Models (LLMs)

• 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

Jun 09, 2023

Generative AI history, timelines, maps, and definitions

• 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"

Jun 08, 2023

Hypertechniques / Deforum

• [🔥🔥🔥] Parseq: parameter sequencer for Stable Diffusion [Youtube Tutorials]

• deforum-art/sd-webui-deforum (⭐2.7k): Deforum extension for AUTOMATIC1111's Stable Diffusion webui [wiki docs] (⭐2.7k)

Jun 04, 2023

Generative AI Tools Directories

• AI Valley: "The Newest AI Tools And Prompts"

Large Language Models (LLMs)

• [🔥🔥🔥] The Hugging Face Open LLM Leaderboard: "the 🤗 Open LLM Leaderboard aims to track, rank and evaluate LLMs and chatbots as they are released"

May 31, 2023

Generative AI Tools Directories

• AI Finder: repository with more than 1500 AI tools

May 23, 2023

Critical Views about Generative AI

• 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"

Large Language Models (LLMs)

• google/BIG-bench (⭐2.9k): "a collaborative benchmark intended to probe large language models and extrapolate their future capabilities"

LLMOps / Multi-agents

• Dify: LLMOps platform for creating and operating AI-native apps based on GPT-4

May 22, 2023

Critical Views about Generative AI

• Just Calm Down About GPT-4 Already - IEEE Spectrum

May 20, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Where AI evolves from here

Courses and Educational Materials

• 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."

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• Prodia: Stable diffusion-based art generator that does not require signup

May 19, 2023

Large Language Models (LLMs)

• togethercomputer/OpenChatKit (⭐9k): provides an open-source base to create both specialized and general purpose chatbots for various applications

Prompt Engineering / Prompt Engineering for Text-to-text

• timqian/openprompt.co (⭐1.2k): 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 (⭐113k): this repo includes ChatGPT prompt curation to use ChatGPT better

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• Vercel for AI agents (⭐7.1k): "help developers to build, deploy, and monitor AI agents, focusing on specialized AI agents that build software for you - your personal software developers"

Image Segmentation / Deforum

• 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

Speech-to-text (STT) and spoken content analysis / Deforum

• e2b-dev/e2b (⭐7.1k): "Open-source platform for building AI-powered virtual software developers"

May 18, 2023

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• 101dotxyz/GPTeam (⭐1.6k): "GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals"

Text-related Generative Tools / Multi-agents

• Plus AI for Google Slides: Create AI-powered presentations in Google Slides

May 16, 2023

Prompt Engineering / Prompt Engineering for Text-to-text

• brexhq/prompt-engineering (⭐8.5k): "Tips and tricks for working with Large Language Models like OpenAI's GPT-4"

May 12, 2023

Structure

• Sections: Each section represents a different Generative AI-related category (e.g., LLMs, prompt engineering, image synthesis, educational resources, etc.). The Inboxes are the more general references of a category. When a new category emerges, it becomes a specific subsection.

• References within sections: Inside each section, references are listed in reverse chronological order, with the most recent one at the top. This order signifies the ever-evolving landscape of Generative AI, keeping you up-to-date with the latest developments.

Large Language Models (LLMs)

• Paper Digest - ChatGPT: Recent Papers on ChatGPT

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• Fine-Tuner.ai: no code approach to build AI agents

• AI Agent Basics: Let’s Think Step By Step - by Jon Stokes

LangChain / Multi-agents

• FlowiseAI: "Open source UI visual tool to build your customized LLM flow using LangchainJS, written in Node Typescript/Javascript"

• 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-related Generative Tools / Multi-agents

• 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"

Image Segmentation / Deforum

• Stable Animation SDK: a text-to-animation tool for developers by Stability AI [dev platform]

• Twelve Labs: multimodal, contextual understanding for video search

Speech-to-text (STT) and spoken content analysis / Deforum

• Metabob: Generative AI to improve and automate code reviews

May 11, 2023

Large Language Models (LLMs)

• Let Us Show You How GPT Works — Using Jane Austen - The New York Times

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• [🔥🔥] Transformers Agent: provides a natural language API on top of Hugging Face's transformers library

May 10, 2023

Text-related Generative Tools / Multi-agents

• AI Story Generator: Free and fast online AI-powered story generator that writes short stories for you

Multimodal Embedding Space / Deforum

• facebookresearch/ImageBind (⭐8.4k): ImageBind One Embedding Space to Bind Them All

May 09, 2023

Large Language Models (LLMs)

• 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"

May 08, 2023

Online Tools and Applications

• Nekton.ai: automate your workflows with AI

Speech-to-text (STT) and spoken content analysis / Deforum

• gventuri/pandas-ai (⭐14k): Pandas AI is a Python library that integrates LLMs capabilities into Pandas, making dataframes conversational

Apr 29, 2023

Image Synthesis / Multi-agents

• deep-floyd/IF (⭐7.7k): open-source text-to-image model with a high degree of photorealism and language understanding by Stability.AI

Image Segmentation / Deforum

• AudioGPT | arxiv: Understanding and Generating Speech, Music, Sound, and Talking Head [code] (⭐10k) [demo]

Apr 28, 2023

Prompt Engineering

• [🔥🔥🔥] 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

Large Language Models (LLMs)

• [🔥🔥🔥] Mooler0410/LLMsPracticalGuide (⭐9.5k): list of practical guide resources of LLMs based on the paper Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

• hpcaitech/ColossalAI (⭐39k): Making large AI models cheaper, faster and more accessible

• microsoft/LoRA (⭐11k): Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s

Speech-to-text (STT) and spoken content analysis / Deforum

• A Systematic Evaluation of Large Language Models of Code: arxiv paper

Apr 27, 2023

Related Awesome Lists / Deforum

• kyrolabs/awesome-langchain (⭐7.7k): 😎 Awesome list of tools and project with the awesome LangChain framework

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• neuml/txtai (⭐9.5k): semantic search and workflows powered by language models

Apr 21, 2023

Image Segmentation / Deforum

• Align your Latents: high-resolution video synthesis with latent diffusion models [arxiv]

Apr 15, 2023

Image Restoration / Deforum

• sczhou/codeformer: face restoration algorithm for old photos and AI-generated faces

Apr 13, 2023

Large Language Models (LLMs)

• Free Dolly | The Databricks Blog: open source, instruction-following LLM, fine-tuned on a human-generated instruction dataset licensed for research and commercial use

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• Generative Agents: Interactive Simulacra of Human Behavior: a paper that presents computational software agents that simulate believable human behavior

Apr 12, 2023

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• AgentGPT: "assemble, configure, and deploy autonomous AI Agents in your browser"

• yoheinakajima/babyagi (⭐21k): an AI-powered task management system that uses OpenAI and Pinecone APIs to create, prioritize, and execute tasks

• Torantulino/Auto-GPT (⭐169k): "an experimental open-source attempt to make GPT-4 fully autonomous"

• microsoft/JARVIS (⭐24k): JARVIS, a system to connect LLMs with ML community

• HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace

Apr 11, 2023

Large Language Models (LLMs)

• 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"

Apr 10, 2023

Large Language Models (LLMs)

• lm-sys/FastChat (⭐37k): The release repo for "Vicuna: An Open Chatbot Impressing GPT-4" [demo]

Apr 09, 2023

Generative AI Tools Directories

• The Generative AI Landscape: "a collection of awesome generative AI applications"

Speech-to-text (STT) and spoken content analysis / Deforum

• pgosar/ChatGDB (⭐901): "Harness the power of ChatGPT inside the GDB debugger"

Apr 07, 2023

Multimodal Embedding Space / Deforum

• Segment Anything | Meta AI: "a new AI model from Meta AI that can "cut out" any object, in any image, with a single click"

Apr 06, 2023

Courses and Educational Materials

• 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

Apr 05, 2023

Generative AI history, timelines, maps, and definitions

• 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

Apr 04, 2023

Large Language Models (LLMs)

• Haystack (⭐18k): framework for building applications with LLMs and Transformers (e.g. agents, semantic search, question-answering)

Text-related Generative Tools / Multi-agents

• Taskade: Taskade is an AI outliner and mind map generator for teams with built-in AI chat

Speech-to-text (STT) and spoken content analysis / Deforum

• Reduce costs when prompting using GPT

Mar 30, 2023

Critical Views about Generative AI

• Pause Giant AI Experiments: An Open Letter - Future of Life Institute

Mar 26, 2023

Critical Views about Generative AI

• "OpenAI released plugins for ChatGPT": tweet from @thealexbanks with a list of reflections about the impact of ChatGPT plugins

Generative AI Tools Directories

• BestWebbs: "one-stop destination for all AI Tools"

Hypertechniques / References Collection about Stable Diffusion

• Prompt+: extended textual conditioning in text-to-image generation [unofficial repo] (⭐71) [arxiv] [page]

Image Segmentation / Deforum

• Gen-2 by Runway: "a multi-modal AI system that can generate novel videos with text, images, or video clips" [arxiv]

• CiaraRowles/TemporalNet · Hugging Face: a ControlNet model designed to enhance the temporal consistency of generated outputs [tweet]

• Video-P2P UI - a Hugging Face Space by video-p2p-library: video editing with cross-attention control [tweet]

• Text2Video-Zero - a Hugging Face Space by PAIR: zero-shot text-to-video synthesis diffusion framework [tweet] [arxiv]

• ModelScope - a Hugging Face Space by damo-vilab: text-to-video synthesis [page]

Mar 24, 2023

Large Language Models (LLMs)

• [🔥🔥🔥] oobabooga/text-generation-webui (⭐41k): 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

Mar 23, 2023

Generative AI history, timelines, maps, and definitions

• The Generative AI Timeline: post in Linkedin by David Foster

Ethics, Philosophical questions and Discussions about Generative AI

• The Age of AI has begun: notes by Bill Gates

Image Segmentation / Deforum

• AudioLDM: Text-to-Audio Generation with Latent Diffusion Models - Speech Research

Mar 22, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• 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

Mar 21, 2023

Critical Views about Generative AI

• Is a socially fair Artificial Intelligence possible? | Uma Inteligência Artificial socialmente justa é possível?: post in Portuguese by H.D. Mabuse

Mar 19, 2023

Generative AI history, timelines, maps, and definitions

• Who Owns the Generative AI Platform? | Andreessen Horowitz: this article discusses the generative AI market and presents an interesting technology stack of the area

Large Language Models (LLMs)

• logspace-ai/langflow (⭐36k): a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• facebookresearch/faiss (⭐32k): A library for efficient similarity search and clustering of dense vectors

Speech-to-text (STT) and spoken content analysis / Deforum

• The Generative AI Revolution in Games | Andreessen Horowitz: this article presents a list of use cases of generative AI in games

Mar 18, 2023

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• Optimize Your Chatbot’s Conversational Intelligence Using GPT-3 | by Amogh Agastya | Better Programming: tutorial presenting semantic search concepts

Mar 11, 2023

Generative AI history, timelines, maps, and definitions

• A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT | arxiv

• A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT | arxiv

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• BLIP+CLIP | CLIP Interrogator | Kaggle: a Kaggle notebook for image description and captioning (imate-to-text)

Mar 07, 2023

Generative AI history, timelines, maps, and definitions

• [🔥🔥] Toward General Design Principles for Generative AI Applications: this paper presents a set of seven principles for the design of generative AI applications

AI Tools for Searching / Multi-agents

• whitead/paper-qa (⭐6.5k): "LLM Chain for answering questions from documents with citations"

Image Synthesis / Multi-agents

• Word-As-Image for Semantic Typography: semantically transforming fonts into illustrations

Mar 05, 2023

Large Language Models (LLMs)

• More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models: paper on LLM Security

Text-related Generative Tools / Multi-agents

• ChatPDF - Chat with any PDF!: upload a PDF file and make questions about it #semanticsearch

Bio experiments / Deforum

• fMRI-to-image: tweet by danberridge "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."

Mar 04, 2023

Generative AI history, timelines, maps, and definitions

• [🔥] 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

Prompt Engineering / Prompt Engineering for Text-to-image

• [🔥🔥🔥] Prompt book for data lovers II - Google Slides: An open source exploration on text-to-image and data visualization

Mar 03, 2023

Generative AI history, timelines, maps, and definitions

• 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

Large Language Models (LLMs)

• Cohere AI: a way to integrate state-of-the-art language models to applications

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• What is Semantic Search?

Feb 27, 2023

Generative AI history, timelines, maps, and definitions

• Timeline of AI and language models: LLM timeline organized by Dr Alan D. Thompson from Life Architect

Feb 26, 2023

Critical Views about Generative AI

• Despite Their Feats, Large Language Models Still Haven't Contributed to Linguistics | Towards Data Science

• 7 Revealing Ways AIs Fail - IEEE Spectrum

LangChain / Multi-agents

• Langchain for paper summarization

Large Language Models (LLMs)

• Red-Teaming Large Language Models | Hugging Faces: strategies for testing LLMs against jailbreaks and attacks

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• Learning Center | Pinecone: Pinecone's guides to vector embeddings

AI Tools for Research / Multi-agents

• Elicit: automate research workflow for literature review

Feb 24, 2023

Generative AI history, timelines, maps, and definitions

• A Review of Generative AI from Historical Perspectives: paper by Dipankar Dasgupta, Deepak Venugopal and Kishor Datta Gupta

Critical Views about Generative AI

• Noam Chomsky on ChatGPT: It's "Basically High-Tech Plagiarism" and "a Way of Avoiding Learning" | Open Culture

• Will ChatGPT Kill the Student Essay? | The Atlantic

Generative AI Tools Directories

• The ultimate list of AI tools for creators | Descript: collection organized by Descript

Hypertechniques / ControlNet

• Scribble Diffusion: turn your sketch into a refined image using AI (based on ControlNet)

Feb 23, 2023

Large Language Models (LLMs)

• hwchase17/langchain (⭐96k): "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

Embeddings and Semantic Search / Prompt Engineering for Text-to-image

• jerryjliu/gpt_index: GPT Index (LlamaIndex) (⭐37k): 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

Feb 19, 2023

Critical Views about Generative AI

• What ChatGPT and generative AI mean for science | Nature

Speech-to-text (STT) and spoken content analysis / Deforum

• The Impact of AI on Developer Productivity: Evidence from GitHub Copilot | arxiv

Feb 15, 2023

Jobs in Generative AI / Deforum

• Jobs and talents in AI/ML, Data Science and Big Data | ai-jobs.net

Feb 14, 2023

Related Awesome Lists / Deforum

• KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation (⭐132): A curated list of resources of audio-driven talking face generation

Feb 11, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Why generative AI scares artists but not content writers

Critical Views about Generative AI

• ChatGPT Is a Bullshit Generator Waging Class War

Feb 08, 2023

Prompt Engineering / Prompt Engineering for Text-to-image

• USP AI Prompt Book: Stable Diffusion v2.1 Prompt Book

Feb 03, 2023

Ethics, Philosophical questions and Discussions about Generative AI

• Cultures in AI/AI in Culture: NeurIPS 2022 Workshop webpage

Critical Views about Generative AI

• Some thoughts about generative AI and the future of education – Mark Carrigan

Generative AI Tools Directories

• 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

Feb 02, 2023

Generative AI history, timelines, maps, and definitions

• Matt Shumer on Twitter: "The definitive AI market map Twitter thread": "The definitive AI market map Twitter thread"

Generative AI Tools Directories

• There's An AI For That: AI database

Online Tools and Applications

• Paint by Text: Edit your photos using written instructions, with the help of an AI.

Prompt Engineering

• the Book: collection of prompts and hints of prompt engineering

Prompt Engineering / Prompt Engineering for Text-to-image

• daspartho/prompt-extend (⭐177): extending stable diffusion prompts with suitable style cues using text generation

Inbox: Stable Diffusion / Multi-agents

• Stable Diffusion Models: list of custom Stable Diffusion models

Image Upscaling / Deforum

• Upscale to huge sizes and add detail with SD Upscale : StableDiffusion: tutorial on Reddit

Speech-to-text (STT) and spoken content analysis / Deforum

• openai/openai-cookbook (⭐60k): Examples and guides for using the OpenAI API

Auxiliary tools and concepts / Deforum

• chaiNNer-org/chaiNNer (⭐4.7k): A node-based image processing and AI upscaling GUI that makes it easy to chain together complex processing tasks

Feb 01, 2023

Critical Views about Generative AI

• Educator Considerations for ChatGPT - OpenAI API

Jan 30, 2023

Large Language Models (LLMs)

• GPTZero: "Detect AI Plagiarism. Accurately"

Image Segmentation / Deforum

• lucidrains/musiclm-pytorch (⭐3.2k): Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

• [🔥🔥🔥] archinetai/audio-ai-timeline (⭐1.9k): A timeline of the latest AI models for audio generation, starting in 2023

Jan 28, 2023

Image Segmentation / Deforum

• MusicLM: generating music from text

Jan 26, 2023

Generative AI history, timelines, maps, and definitions

• [🔥] Base11 Research - generative-ai: report about Generative AI produced by the investment firm Base10

Large Language Models (LLMs)

• GPT-3 Apps: GPT-3 Powered Micro Products (ex: cat namer, poet pocket, summarize)

Jan 21, 2023

AI Tools for Searching / Multi-agents

• 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"

Image Segmentation / Deforum

• neural frames: tools for animation creation inspired on deforum

Jan 19, 2023

Text-related Generative Tools / Multi-agents

• Character.AI: platform for creating and talking to advanced AI Characters

Jan 18, 2023

Critical Views about Generative AI

• Stable Diffusion Frivolous · Because lawsuits based on ignorance deserve a response.: a community response for the "Stable Diffusion litigation"

Text-to-speech (TTS) and avatars / Deforum

• VALL-E: synthesize high-quality personalized speech with only a 3-second samples

Speech-to-text (STT) and spoken content analysis / Deforum

• AI for Game Development: Creating a Farming Game in 5 Days. Part 1

Jan 17, 2023

Critical Views about Generative AI

• Stable Diffusion litigation · Joseph Saveri Law Firm & Matthew Butterick

• Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations | OpenAI

• What AI-Generated Art Really Means for Human Creativity | WIRED

AI Tools for Research / Multi-agents

• Paper Brain: summarizer for paper parts. The user needs to copy and paste into their interface.

Image Segmentation / Deforum

• [🔥] dmarx/video-killed-the-radio-star (⭐202): Notebook and tools for end-to-end automation of music video production with generative AI

Artists and Artworks / Deforum

• Ai Generated Music Video - Deltron 3030 - Virus - YouTube

Jan 16, 2023

Generative AI history, timelines, maps, and definitions

• Engines of Wow: AI Art Comes of Age – Steve Murch

Critical Views about Generative AI

• Abstracts written by ChatGPT fool scientists

• When Machines Change Art | Aaron Hertzmann’s blog

Courses and Educational Materials

• [🔥🔥🔥] DAIR.AI: Democratizing Artificial Intelligence Research, Education, and Technologies

Papers Collection

• dair-ai/ML-Papers-Explained (⭐7.3k): Explanation to key concepts in ML

Prompt Engineering

• dair-ai/Prompt-Engineering-Guide (⭐51k): Guide and resources for prompt engineering

AI Tools for Research / Multi-agents

• 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 (⭐601): a github util where AI will do the paper reading for you instead

• hwaseem04/Research-digest (⭐2): Research paper summariser application for our hackathon

Image Synthesis / Multi-agents

• DreamFusion / Twitter: Text-to-3D using 2D Diffusion paper

Image Segmentation / Deforum

• [🔥🔥🔥] Phenaki – Google Research: realistic video generation from open-domain textual descriptions

Artists and Artworks / Deforum

• Artificial Realities: Coral / Twitter: artwork by @refikanadol commissioned by World Economic Forum

• 35 Artists Using AI With Under 1000 Followers That You Need To Follow Today / Twitter

Auxiliary tools and concepts / Deforum

• BIRME: Bulk Image Resizing Made Easy 2.0 (Online & Free)

Jan 15, 2023

Critical Views about Generative AI

• The Dark Risk of Large Language Models | WIRED UK

• ChatGPT, DALL-E 2 and the collapse of the creative process

Generative AI Tools Directories

• AI Depot - Discover New AI Tools: collection of AI tools organized by tags and presented in a card format

Image Synthesis / Multi-agents

• Muse: Text-To-Image Generation via Masked Generative Transformers

Text-to-speech (TTS) and avatars / Deforum

• Play.ht: "AI voice generator and realistic text to speech online"

• Murf AI | AI Voice Generator: versatile text to tpeech software

• Speech Studio - Microsoft Azure: Microsoft's cloud cognitive services

Jan 13, 2023

Generative AI history, timelines, maps, and definitions

• AI exploded on the scene at the end of 2022 / Twitter: categories for analyzing tools of Generative AI

Critical Views about Generative AI

• 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

Prompt Engineering / Prompt Engineering for Text-to-text

• How to write an effective GPT-3 prompt | Zapier: a list of 6 GPT-3 tips for getting the desired output

Jan 11, 2023

Generative AI Tools Directories

• Generative AI Database: a database in Notion with types, models, sectors, URLs, and APIs

Prompt Engineering / Prompt Engineering for Text-to-text

• The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts: e-book by Fatih Kadir Akın (@fkadev)

ChatGPT / Multi-agents

• [🔥] 104 Growth Hacking Swipe (ChatGPT): set of ChatGPT prompts for design, products and marketing

Jan 06, 2023

Prompt Engineering / Prompt Engineering for Text-to-image

• Prompt Box: "organize and save your AI prompts"

Text-related Generative Tools / Multi-agents

• SlidesAI: "create presentation slides with AI in minutes"

• Rationale: decision-making tool powered by the latest GPT and in-context learning

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• 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

Text-to-speech (TTS) and avatars / Deforum

• [🔥] Eleven Labs Beta: a TTS service that adds emotion to the generated voice

Related Awesome Lists / Deforum

• [🔥🔥🔥] jonathandinu/awesome-ai-art (⭐347): "A list of AI Art courses, tools, libraries, people, and places"

Jan 05, 2023

ChatGPT / Multi-agents

• acheong08's list / Awesome ChatGPT: list of wrappers for accessing ChatGPT in platform such as Discord, Telegram, and languages such as Python, JS.

Text-related Generative Tools / Multi-agents

• DetangleAI: AI-generated summaries of provided legal docs

Inbox: Stable Diffusion / Multi-agents

• Stable Diffusion KLMC2 Animation.ipynb forked: fork by @DigThatData

• Stable Diffusion KLMC2 Animation.ipynb: notebook by @RiversHaveWings to generate animation based on scripted prompts using a technique called KLMC2 discretization of underdamped Langevin dynamics

Text-to-speech (TTS) and avatars / Deforum

• neonbjb/tortoise-tts (⭐13k): "A multi-voice TTS system trained with an emphasis on quality"

Dec 31, 2022

Papers Collection

• AI Reading List - Google Docs: reading list organized by Jack Soslow (@JackSoslow)

Dec 26, 2022

ChatGPT / Multi-agents

• ("Publicly announced ChatGPT variants and competitors: a thread" / Twitter: a Twitter thread by @goodside with alternatives to ChatGPT

Dec 23, 2022

Generative AI history, timelines, maps, and definitions

• [🔥🔥🔥] Mapping the Generative AI landscape | Antler

Dec 22, 2022

Prompt Engineering / Prompt Engineering for Text-to-image

• Midjourney artist reference - Google Sheets

ChatGPT / Multi-agents

• [🔥🔥🔥] Awesome ChatGPT Prompts: repo that includes curated ChatGPT prompts to obtain better results from ChatGPT

Text-related Generative Tools / Multi-agents

• GPT-2 Output Detector: tool that estimate is a given text is real or generated by GPT

Image Synthesis / Multi-agents

• openai/point-e (⭐6.6k): OpenAI's point cloud diffusion for 3D model synthesis

Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab

• camenduru/stable-diffusion-webui-colab (⭐16k): collection of stable diffusion webui colab for different checkpoints

Dec 17, 2022

Papers Collection

• Aman's AI Journal • Papers List: set of seminal AI/ML papers curated by Aman Chadha

Online Tools and Applications

• AnimalAI: custom AI-generated animal portraits (profits are directed to various wildlife conservation organizations)

Dec 16, 2022

Online Tools and Applications

• Scenario AI: AI-generated game assets

Image Synthesis / Multi-agents

• pyttitools-PYTTI.ipynb - Colaboratory

Inbox: Stable Diffusion / Multi-agents

• DETEXTIFY (⭐269): A Python library to remove unwanted pseudo-text from images generated by your favorite generative AI models (Stable Diffusion, Midjourney, DALL·E)

Image Segmentation / Deforum

• Riffusion: this AI system generates singing voice for literally any text as input

Dec 15, 2022

Image Segmentation / Deforum

• THUDM/CogVideo (⭐9.5k): text-to-video generation

• Harmonai's Dance Diffusion: Open-Source AI Audio Generation Tool For Music Producers – Weights & Biases

• Dance Diffusion: the Hugging Face Space by harmonai

• DDSP-VST: Neural Audio Synthesis for All

• 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 (⭐19k): Magenta's official GitHub repository

• archinetai/audio-diffusion-pytorch (⭐2k): Audio generation using diffusion models, in PyTorch

Dec 14, 2022

Prompt Engineering / Prompt Engineering for Text-to-image

• The Ultimate Stable Diffusion Prompt Guide by PromptHero

Text-related Generative Tools / Multi-agents

• HyperWrite: a personal writing assistant with suggestions and sentence completions

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• AITWO.CO: a AI-powered design platform with multiple features

Dec 13, 2022

Courses and Educational Materials

• Welcome to the 🤗 Deep Reinforcement Learning Course: a Hugging Face Course on Deep Reinforcement Learning

Prompt Engineering / Prompt Engineering for Text-to-image

• Stable Diffusion Prompt Book — Stability.Ai: prompt book for Stable Diffusion v2.0 and v2.1 released by Stability.AI

Dec 12, 2022

Courses and Educational Materials

• Crash course in AI art generation by PromptHero: paid ($99) course focused on prompt engineering

Prompt Engineering / Prompt Engineering for Text-to-image

• list of artists for SD v1.4 A-C / D-I / J-N / O-Z

Dec 11, 2022

Ethics, Philosophical questions and Discussions about Generative AI

• 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

Courses and Educational Materials

• 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 (⭐133): The Generative Landscape - a course on generative modelling (currently unfinished)

Inbox: Stable Diffusion / Multi-agents

• 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

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• aiimagegenerator.org: free AI art generator that supports Stable Diffusion txt2img and img2img generation, drawing and inpainting

• Playground AI: frontend for Stable Diffusion with 1000 image generations per day

• Artistic.wtf: stable diffusion GUI App

Hypertechniques / DreamBooth

• AI Profile Pictures: paid service for generating profile pictures using AI

Nov 25, 2022

Related Awesome Lists / Deforum

• chaosreactor/awesome-generative-ai (⭐42): An awesome list of low- and no-code generative AI resources

Nov 24, 2022

Related Awesome Lists / Deforum

• [🔥🔥🔥] steven2358/awesome-generative-ai (⭐5.9k): A curated list of modern Generative Artificial Intelligence projects and services

Nov 23, 2022

Image Synthesis / Multi-agents

• [arxiv/2211.11319] VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models

Inbox: Stable Diffusion / Multi-agents

• [🔥🔥🔥] SD GUIDE FOR ARTISTS AND NON-ARTISTS - Google Docs: a Google Docs with in-depth tips, tricks, tutorials and more related to Stable Diffusion

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• Astria: tailor-made AI image generation

Hypertechniques / Deforum

• Deforum Stable Diffusion Animation - v5 Math Functions - Demo and Test - YouTube

Nov 22, 2022

Prompt Engineering / Prompt Engineering for Text-to-image

• 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

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• drawanyone: generate drawings based on five input images

Nov 16, 2022

Hypertechniques / DreamBooth

• Training Stable Diffusion with Dreambooth using Diffusers: experiments to analyze the effect of different settings in Dreambooth

Nov 15, 2022

Image Segmentation / Deforum

• MubertAI/Mubert-Text-to-Music (⭐2.7k): a simple notebook demonstrating prompt-based music generation via Mubert API

Nov 13, 2022

Ethics, Philosophical questions and Discussions about Generative AI

• [🔥🔥🔥] 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

Hypertechniques / 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

Nov 11, 2022

Inbox: Stable Diffusion / Multi-agents

• [NEWS]Canva Adds a Free and Unlimited AI Text-to-Image Generator | PetaPixel

Nov 10, 2022

Inbox: Stable Diffusion / Multi-agents

• prompthero/midjourney-v4-diffusion · Hugging Face: Stable Diffusion fine tuned on Midjourney v4 images, by PromptHero

Nov 09, 2022

Inbox: Stable Diffusion / Multi-agents

• The Illustrated Stable Diffusion: explained by Jay Alammar (Visualizing machine learning one concept at a time)

Nov 05, 2022

Inbox: Stable Diffusion / Multi-agents

• Img To Music a Hugging Face Space by fffiloni

Nov 02, 2022

Inbox: Stable Diffusion / Multi-agents

• Atlas KREA Stable Diffusion: An explorable map of KREA AI's Stable Diffusion Search Engine

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• DiffusionBee: stable diffusion GUI App

Oct 24, 2022

Inbox: Stable Diffusion / Multi-agents

• TheLastBen/fast-stable-diffusion (⭐7.6k): fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth

Oct 23, 2022

Prompt Engineering / Prompt Engineering for Text-to-image

• some9000/StylePile (⭐575): 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.

Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab

• StableDiffusion_WebUI_Simplified.ipynb: versão em português do notebook para rodar a Web UI do Stable Diffusion no Google Colab de graça

Oct 18, 2022

Courses and Educational Materials

• Words are Images | BustBright - Machine Learning Art: 7-week Online class starting October 24th, 2022 by Derrick Schultz

Prompt Engineering / Prompt Engineering for Text-to-image

• 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 @camenduru

Interesting Instagram Accounts, Posts and Reels / Deforum

• science on Instagram: “Human evolution generated by AI Stable Diffusion”

Oct 13, 2022

Inbox: Stable Diffusion / Multi-agents

• NovelAI Improvements on Stable Diffusion | by NovelAI | Oct, 2022 | Medium

• ashawkey/stable-dreamfusion (⭐8.3k): A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

Oct 06, 2022

Image Synthesis / Multi-agents

• CLIPasso: Semantically-Aware Object Sketching

Hypertechniques / Deforum

• (5) Deforum notebook v0.5 for Stable Diffusion animations is out! Now with math automation, perspective flips, prompt weights, video masking and waifus! : StableDiffusion

Oct 01, 2022

Inbox: Stable Diffusion / Multi-agents

• [🔥🔥🔥] JoePenna/Dreambooth-Stable-Diffusion (⭐3.2k): Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) 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

Sep 23, 2022

Artists and Artworks / Deforum

• The Steampunk Circus Human Machine Collaboration - Video, Sound and Stories with AI / YouTube

Sep 22, 2022

Online Tools and Applications

• Runway ML: AI video creation suite

• Hotpot.ai - Hotpot.ai: set of AI Tools to post-process images

Multimodal Embedding Space / Deforum

• 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 (⭐2.4k): Easily compute CLIP embeddings and build a CLIP retrieval system with them

Prompt Engineering / Prompt Engineering for Text-to-image

• 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

Text-to-speech (TTS) and avatars / Deforum

• Studio D-ID: create video with still images synced with text-to-speech tool [#avatar]

• Synthesia: AI Video Generation Platform [#avatar]

Sep 21, 2022

Ethics, Philosophical questions and Discussions about Generative AI

• Using AI to create art is NOT art! | Reddit : ArtistLounge

• Appreciating the Poetic Misunderstandings of A.I. Art | The New Yorker

Online Tools and Applications

• 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)

• 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

Image Synthesis / Multi-agents

• Parrot Zone: a database of image synthesis references

• Image Synth Link List: a collection of links organized by the collective parrot zone

• Introduction — PyTTI-Tools

• pixray/pixray (⭐1k): Pixray is an image generation system

• pixray/pixray_notebooks (⭐39): pixray demo notebooks

• dribnet/pixray-text2image – Run with an API on Replicate

• sberbank-ai/ru-dalle (⭐1.6k): Generate images from texts. In Russian.

• Pyttipanna: visual interface for Pytti by @_staus. Pytti is created by @sportsracer48

• 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

Inbox: Stable Diffusion / Multi-agents

• CHARL-E: Run Stable Diffusion on your M1 Mac

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• 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

Image Upscaling / Deforum

• Model Database - Upscale Wiki: list of models for upscaling images

• Gigapixel AI: paid AI image upscaler delivering enhanced detail and resolution

Image Restoration / Deforum

• TencentARC/GFPGAN (⭐36k): GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

Image Segmentation / Deforum

• LOVO AI: AI Voiceover & Text to Speech Platform with human-like voices

• AIVA: The AI composing emotional soundtrack music

Multimodal Embedding Space / Deforum

• LAION: Large-scale Artificial Intelligence Open Network

Interesting GitHub Repositories / Deforum

• dvschultz: Derrick Schultz's GitHub

• dvschultz/ml-art-colabs (⭐826): collection of Google Colab Notebooks for ML Arts

Sep 20, 2022

Generative AI history, timelines, maps, and definitions

• [🔥🔥🔥] AI Timeline: A history of text-to-image ML models by Fabian Mosele

• AI-Generated Art: From Text to Images & Beyond Examples

Inbox: Stable Diffusion / References Collection about Stable Diffusion

• 1 week of Stable Diffusion | multimodal.art

• GitHub - awesome-stable-diffusion/awesome-stable-diffusion (⭐1.5k): Curated list of resources for the Stable Diffusion AI Model

• List of Stable Diffusion systems | Reddit

• Stable Diffusion Akashic Records | Maks-s/sd-akashic (⭐1.6k): A compendium of information regarding Stable Diffusion (SD)

• 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

Ethics, Philosophical questions and Discussions about Generative AI

• Deep Else: A Critical Framework for AI Art

• How Photography Became An Art Form | Aaron Hertzmann’s blog

• 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

Courses and Educational Materials

• Grokking Stable Diffusion.ipynb - Colaboratory - Part 1: notebook by @johnowhitaker exploring Stable Diffusion details

• Grokking Stable Diffusion: Textual Inversion.ipynb - Colaboratory - Part 2: sequel to Grokking Stable Diffusion by @johnowhitaker that focus on Text Inversion

• GitHub - johnowhitaker/aiaiart (⭐567): Course content and resources for the AIAIART course

• Implementation/tutorial of stable diffusion with side-by-side notes by labml.ai | Twitter

Large Language Models (LLMs)

• Inside language models (from GPT-3 to PaLM) – Dr Alan D. Thompson – Life Architect

Prompt Engineering / Prompt Engineering for Text-to-image

• Useful Prompt Engineering tools and resources | Reddit

• 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

Image Synthesis / Multi-agents

• [🔥] 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 (⭐1k): Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" https://arxiv.org/abs/2111.15666

• [🔥] Vadim Epstein’s Aphantasia library (⭐778): CLIP + FFT/DWT/RGB = text to image/video

Inbox: Stable Diffusion / Multi-agents

• examples/stable-diffusion-finetuning at main · LambdaLabsML/examples (⭐811): Fine Tuning Stable Diffusion

• lkwq007/stablediffusion-infinity (⭐3.9k): 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 (⭐519): Automatically create masks for Stable Diffusion inpainting using natural language

• basujindal/stable-diffusion (⭐3.1k): Optimized Stable Diffusion modified to run on lower GPU VRAM

• Stable WarpFusion v0.5 (restricted to patreons): conditioning video frames with Stable Diffusion by @devdef

• nateraw/stable-diffusion-videos (⭐4.5k): Create videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• getimg.ai: Generate photo-realistic images from text using Stable Diffusion

• Enstil: Fast, open, AI-generated images

• Dezgo - Text-to-Image AI generator

• 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

Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab

• GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI (⭐144k): expanded Stable Diffusion web UI

• GitHub - sd-webui/stable-diffusion-webui (⭐7.9k): Stable Diffusion web UI

• Stable_Diffusion_WebUi_Simplified.ipynb - Colaboratory

Hypertechniques / Textual Inversion

• rinongal/textual_inversion (⭐2.9k): 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!

Hypertechniques / Deforum

• Deforum Stable Diffusion: generating videos from scripted prompts

Creative Uses of Generative AI Image Synthesis Tools / Deforum

• 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 @remi_molettee](https://twitter.com/remi_molettee/status/1568245586494738432)

• 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 (⭐20k): Image inpainting tool powered by SOTA AI Model

Multimodal Embedding Space / Deforum

• laion-aesthetic-6pls: exploring 12 million of the 2.3 billion images used to train Stable Diffusion's image generator

Sep 19, 2022

Multimodal Embedding Space / Deforum

• Have I Been Trained?: tool for searching 5.8 billion images used to train popular AI art models

Sep 15, 2022

Prompt Engineering / Prompt Engineering for Text-to-image

• 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

• 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

Sep 12, 2022

Prompt Engineering / Prompt Engineering for Text-to-image

• 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

Sep 06, 2022

Image Synthesis / Multi-agents

• [🔥🔥🔥] Ai generative art tools: a massive list of shared Google Colab notebooks and tools organized by @pharampsychotic

Artists and Artworks / Deforum

• Computer Vision Art Gallery : CVPR 2021: artworks dealing with computer vision technologies

Related Awesome Lists / Deforum

• [🔥] altryne/awesome-ai-art-image-synthesis (⭐1.7k): 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.

Aug 31, 2022

Online Tools and Applications

• starryai: AI Art Generator App - AI Art Maker

Aug 28, 2022

Image Synthesis / Multi-agents

• apple/ml-no-token-left-behind (⭐138): PyTorch Implementation of No Token Left Behind: Explainability-Aided Image Classification and Generation

Aug 18, 2022

Related Awesome Lists / Deforum

• [🔥] amrzv/awesome-colab-notebooks (⭐1.4k): Collection of google colaboratory notebooks for fast and easy experiments

Aug 06, 2022

Image Segmentation / Deforum

• baowenbo/DAIN (⭐8.2k): Depth-Aware Video Frame Interpolation (CVPR 2019)

• Dain-App 1.0 [Nvidia Only] by GRisk: Depth-Aware Video Frame Interpolation (CVPR 2019)

Aug 01, 2022

Text-related Generative Tools / Multi-agents

• Lucid Lyrics - AI Assisted Art: AI-Assisted Lyrical Interpretations by Walter Arnold

Apr 07, 2022

Papers Collection

• Casual GAN Papers Reading Club: Community knowledge base for Casual GAN Papers

Apr 05, 2022

Large Language Models (LLMs)

• Google AI Blog: Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

Mar 09, 2022

Text-related Generative Tools / Multi-agents

• 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

Mar 03, 2022

Image Segmentation / Deforum

• AI Image to sound [Melobytes.com]

Jan 27, 2022

Image Synthesis / Multi-agents

• disco-diffusion/Local_Disco_Diffusion_v4_1.ipynb at main · Midgraph/disco-diffusion

Jan 18, 2022

Papers Collection

• [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

Jan 14, 2022

Image Synthesis / Multi-agents

• Audio to keyframe string: this tool is used to generate strings for the keyframes of AI animation notebooks, such as this VQGAN+CLIP Animations notebook, using the volume of audio tracks.

Jan 06, 2022

Artists and Artworks / Deforum

• [🔥] Creep - YouTube by Glenn Marshall Neural Art: how did they translated the images using VQGAN+CLIP? How did they seamlessly wander on the latent space?

• Confluence: a generative art project by Devi Parikh on BrainDrops.

Jan 03, 2022

Text-related Generative Tools / Multi-agents

• 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

Dec 10, 2021

Large Language Models (LLMs)

• DeepMind says its new language model can beat others 25 times its size | MIT Technology Review

Image Synthesis / Multi-agents

• mikaelalafriz/lucid-sonic-dreams (⭐775): syncs GAN-generated visuals to music

Improving Google Colab experience / Deforum

• Jupyter Widgets official documentation

Auxiliary tools and concepts / Deforum

• The Art of PNG Glitch

• HashLips/hashlips_art_engine (⭐7.2k): tool used to create multiple different instances of artworks based on provided layers

Dec 02, 2021

Papers Collection

• 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!

Improving Google Colab experience / Deforum

• 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

Dec 01, 2021

Papers Collection

• 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

Nov 17, 2021

Image Synthesis / Multi-agents

• Greg Surma - Portfolio

• GitHub Repositories of Hugging Face

Creative Uses of Generative AI Image Synthesis Tools / Deforum

• AgaMiko/pixel_character_generator (⭐122): Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

Related Awesome Lists / Deforum

• toxtli/awesome-machine-learning-jupyter-notebooks-for-colab (⭐289): A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory

Nov 16, 2021

Interesting Instagram Accounts, Posts and Reels / Deforum

• Lucid Sonic Dreams (@lucidsonicdreams)

Nov 01, 2021

Interesting Instagram Accounts, Posts and Reels / Deforum

• Deep Music Visualizer

Oct 15, 2021

Image Synthesis / Multi-agents

• crowsonkb (Katherine Crowson): who wrote the tutorial of VQGAN+CLIP

Oct 08, 2021

Artists and Artworks / Deforum

• https://www.instagram.com/refikanadol/

Sep 23, 2021

Image Synthesis / Multi-agents

• CoG 21: Adversarial Reinforcement Learning for Procedural Content Generation

Sep 09, 2021

Large Language Models (LLMs)

• 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

Text-related Generative Tools / Multi-agents

• InferKit

• CopyHat

Sep 07, 2021

Image Synthesis / Multi-agents

• neural-dream Alternatives and Similar Photos & Graphics Apps | AlternativeTo

Sep 05, 2021

Image Upscaling / Deforum

• Image Super-Resolution

Aug 27, 2021

Image Synthesis / Multi-agents

• Smooth Transitioning Between Position / Rotation / Zoom and Text Inputs by Keyframing Parameters: A Proof of Concept [15,000 Frames] : deepdream

Aug 18, 2021

Image Synthesis / Multi-agents

• DALL-E mini: DALL·E mini is an AI model that generates images from any prompt you give!

• DALL-E mini GitHub (⭐15k)

• DALL-E mini Project Report

• CLIPIT PixelDraw - Colaboratory

• CLIP Guided Diffusion HQ 512x512.ipynb - Colaboratory

Aug 05, 2021

Text-related Generative Tools / Multi-agents

• DeepStory: A tale of co-creation between man & machine

Jul 22, 2021

Artists and Artworks / Deforum

• Alien Dreams: An Emerging Art Scene - ML@B Blog

Jul 19, 2021

Image Synthesis / Multi-agents

• DALL·E: Creating Images from Text

Interesting Youtube Channels / Deforum

• Artificial Images: Demos and explanations to make art using machine learning

• Glenn Marshall Neural Art

• How to Generate Art - Intro to Deep Learning #8

Artists and Artworks / Deforum

• Learning to See – Memo Akten | Mehmet Selim Akten | The Mega Super Awesome Visuals Company

• Neural Zoo | Sofia Crespo

• KRЯRL DЯAWINGS: Runway ML -- 3rd "Model" (based on long poses)

• Frea Buckler ~ Artist: obras usadas para criar essa rede (19) derrick has started yet another project on Twitter: "Just sent @buntworthy a demo StyleGAN model I trained / Twitter

• (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

Galleries / Deforum

• AICAN

• Ganvas Studio - Neural Network Paintings

• Syn Feather Sweater / STRELITZIA – HATRA E STORE

Related Awesome Lists / Deforum

• margaretmz/awesome-ai-art-design (⭐30): An awesome list: AI for art and design.

• justinpinkney/awesome-pretrained-stylegan2 (⭐1.3k): A collection of pre-trained StyleGAN 2 models to download