Track Awesome Generative Deep Art Updates Daily
A curated list of Generative AI tools, works, models, and references
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Apr 25, 2024
Embeddings and Semantic Search / Prompt Engineering for Text-to-image
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
Critical Views about Generative AI
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 (⭐1) Plugin for CMS Adobe Experience Manager (AEM) or Composum Pages helping the editor to create / edit / translate texts
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- Co-Developer GPT engine (⭐4) - local r/w file access and execute actions from an OpenAI GPT
Apr 03, 2024
Ethics, Philosophical questions and Discussions about Generative AI
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 (⭐19) 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 (⭐60): 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
- mbzuai-oryx/MobiLlama (⭐513): Small Language Model tailored for edge devices
Feb 27, 2024
Prompt Engineering / Prompt Optimizers
- [🔥🔥🔥] stanfordnlp/dspy (⭐10k): DSPy: The framework for programming — not prompting — foundation models
- vaibkumr/prompt-optimizer (⭐206): 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.
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- ggerganov/whisper.cpp (⭐31k): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
Feb 17, 2024
Critical Views about Generative AI
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
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 (⭐14k): 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
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)
- GoogleCloudPlatform/generative-ai (⭐5.4k): Sample code and notebooks for Generative AI on Google Cloud
Ethics, Philosophical questions and Discussions about Generative AI
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-Chat (⭐820): A chat LLM based on the state-space model architecture
Running LLMs Locally / Prompt Engineering for Text-to-image
- PowerInfer (⭐6.9k): 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.
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
Attacks on LLMs / Multi-agents
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+.
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- shashikg/WhisperS2T (⭐173): 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 (⭐711): 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 (⭐333): a large Dataset of synchronised Audio, LyrIcs and vocal notes
Interesting GitHub Repositories / Deforum
- [🔥] Structured State Space for Sequence Modeling (S4) (⭐2.1k): 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
Dec 01, 2023
LLM Evaluation / Multi-agents
Nov 30, 2023
Courses and Educational Materials
- udlbook/udlbook (⭐4.7k): Understanding Deep Learning by Professor Simon J.D. Prince
Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image
- weaviate/Verba (⭐2.2k): Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
LLM Evaluation / Multi-agents
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
Large Language Models (LLMs)
- 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".
- Attacking Large Language Models: an overview of the current attack techniques on LLMs by Marcello Carboni
- corca-ai/awesome-llm-security (⭐621): 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 (⭐2.2k): 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)
Nov 24, 2023
LLM Evaluation / Multi-agents
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"
LLM Evaluation / Multi-agents
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"
Roadmaps, Tracks, Rails / Deforum
Nov 19, 2023
Ethics, Philosophical questions and Discussions about Generative AI
Critical Views about Generative AI
Nov 18, 2023
Critical Views about Generative AI
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
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
Image Segmentation / Deforum
Nov 16, 2023
LLM Evaluation / Multi-agents
Nov 15, 2023
Large Language Models (LLMs)
Prompt Engineering
Running LLMs Locally / Prompt Engineering for Text-to-image
- GPT4All: A free-to-use, locally running, privacy-aware chatbot. No GPU or internet required.
- LM Studio: Discover, download, and run local LLMs
- ggerganov/llama.cpp (⭐56k): 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 (⭐1k): "leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents"
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- tldraw/draw-a-ui (⭐4.8k): 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
Ethics, Philosophical questions and Discussions about Generative AI
Nov 10, 2023
Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image
- imartinez/privateGPT (⭐51k): "Interact with your documents using the power of GPT, 100% privately, no data leaks"
Nov 09, 2023
Generative AI history, timelines, maps, and definitions
Large Language Models (LLMs)
Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image
- pinecone-io/canopy (⭐872): 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 (⭐4.1k): Open Diffusion Models for High-Quality Video Generation
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- Vaibhavs10/insanely-fast-whisper (⭐6.3k): accelerates transcription with the combination of OpenAI's Whisper Large v2, HF Transformers, Optimum, and flash attention
- deepseek-ai/DeepSeek-Coder (⭐5.3k): a tool that experiments the motto "let the code write itself"
- roboflow/awesome-openai-vision-api-experiments (⭐1.6k): 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)
Ethics, Philosophical questions and Discussions about Generative AI
LLM Evaluation / Multi-agents
- LLM Comparison/Test: 39 models tested (7B-70B + ChatGPT/GPT-4)
Nov 07, 2023
Large Language Models (LLMs)
Running LLMs Locally / Prompt Engineering for Text-to-image
- [🔥🔥] Ollama: run Llama 2, Code Llama, and other models locally
Image Segmentation / Deforum
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
- [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"
Critical Views about Generative AI
Large Language Models (LLMs)
- cpacker/MemGPT (⭐8.5k): 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
LLM Evaluation / Multi-agents
- LLM Evaluation at Scale – Airtrain: no-code batch compute platform for LLM evaluation and tuning workloads
- openai/evals (⭐14k): Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
- 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
- [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 (⭐14k): a curated list of Large Language Model
- AlexChalakov/awesome-generative-ai-companies (⭐85): 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 (⭐183): 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
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)
Prompt Engineering / Prompt Engineering for Text-to-text
- [🔥] [2305.13252] "According to ..." Prompting Language Models Improves Quoting from Pre-Training Data
Autonomous LLM Agents / Multi-agents
Autonomous LLM Agents / Prompt Engineering for Text-to-image
- 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
Courses and Educational Materials
- Animated AI: animations and instructional videos about neural networks
Roadmaps, Tracks, Rails / Deforum
Oct 16, 2023
Ethics, Philosophical questions and Discussions about Generative AI
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 (⭐25k)]
Autonomous LLM Agents / Multi-agents
- OpenBMB/ChatDev (⭐23k): 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
Sep 18, 2023
Generative AI history, timelines, maps, and definitions
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
Sep 08, 2023
Generative AI Tools Directories
- HD Robots: AI tools directory with chatbot assistant
Sep 06, 2023
Critical Views about Generative AI
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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- facebookresearch/seamless_communication (⭐10k): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- Cody: AI coding assistant
Aug 24, 2023
Inbox: 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
Aug 17, 2023
Inbox: 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 (⭐6.2k): 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 (⭐15k): code for interactive simulacra of human behavior [arxiv]
LLMOps / Multi-agents
- LLM App (⭐2.5k): 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 (⭐8.4k): 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
Aug 07, 2023
Generative AI history, timelines, maps, and definitions
Ethics, Philosophical questions and Discussions about Generative AI
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)
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- geekan/MetaGPT (⭐39k): 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)
Jul 29, 2023
Critical Views about Generative AI
Inbox: 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
Inbox: 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)
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)
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
Inbox: 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
Large Language Models (LLMs)
- microsoft/semantic-kernel (⭐18k): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- Rapidpages: create React & Tailwind landing pages using AI
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
Inbox: Text-to-speech (TTS) and avatars / Deforum
- Shaunwei/RealChar (⭐5.8k): 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
Critical Views about Generative AI
Inbox: Stable Diffusion / Multi-agents
Jul 16, 2023
Generative AI history, timelines, maps, and definitions
- 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
Jul 15, 2023
Image Segmentation / Deforum
- Ultimate Vocal Remover: vocal removal using AI
Inbox: 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
Jul 04, 2023
Critical Views about Generative AI
Hypertechniques / 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- wolfia-app/gpt-code-search (⭐185): 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 (⭐524): 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
Critical Views about Generative AI
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.
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- Dedicated File for Inbox for GenAI + Dev (⭐2k): a list for further analysis and organization of GenAI + dev references
Jun 15, 2023
Critical Views about Generative AI
Jun 13, 2023
Image Segmentation / Deforum
- MusicGen: Meta's tool for generating music
- facebookresearch/audiocraft (⭐20k): 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 (⭐2.5k): Deforum extension for AUTOMATIC1111's Stable Diffusion webui [wiki docs] (⭐2.5k)
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
- 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 (⭐2.6k): "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
May 20, 2023
Ethics, Philosophical questions and Discussions about Generative AI
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 (⭐1.1k): 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 (⭐103k): this repo includes ChatGPT prompt curation to use ChatGPT better
Autonomous LLM Agents / Prompt Engineering for Text-to-image
- Vercel for AI agents (⭐6k): "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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- e2b-dev/e2b (⭐6k): "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 (⭐7.9k): "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
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
Inbox: 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)
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 (⭐7.9k): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- gventuri/pandas-ai (⭐11k): 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 (⭐7.5k): 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] (⭐9.8k) [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 (⭐8.5k): 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 (⭐38k): Making large AI models cheaper, faster and more accessible
- microsoft/LoRA (⭐9k): Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
Apr 27, 2023
Related Awesome Lists / Deforum
- kyrolabs/awesome-langchain (⭐6.6k): 😎 Awesome list of tools and project with the awesome LangChain framework
Embeddings and Semantic Search / Prompt Engineering for Text-to-image
- neuml/txtai (⭐6.9k): semantic search and workflows powered by language models
Apr 21, 2023
Large Language Models (LLMs)
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 (⭐19k): an AI-powered task management system that uses OpenAI and Pinecone APIs to create, prioritize, and execute tasks
- Torantulino/Auto-GPT (⭐161k): "an experimental open-source attempt to make GPT-4 fully autonomous"
- microsoft/JARVIS (⭐23k): 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 (⭐34k): 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"
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- pgosar/ChatGDB (⭐894): "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 (⭐13k): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
Mar 30, 2023
Critical Views about Generative AI
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] (⭐69) [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 (⭐36k): 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 (⭐17k): 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 (⭐28k): A library for efficient similarity search and clustering of dense vectors
Inbox: 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
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 (⭐3.6k): "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
- 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
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
LangChain / Multi-agents
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
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 (⭐82k): "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) (⭐31k): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
Feb 15, 2023
Jobs in Generative AI / Deforum
Feb 14, 2023
Related Awesome Lists / Deforum
- KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation (⭐104): A curated list of resources of audio-driven talking face generation
Feb 11, 2023
Ethics, Philosophical questions and Discussions about Generative AI
Critical Views about Generative AI
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
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 (⭐173): 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
Inbox: Speech-to-text (STT) and spoken content analysis / Deforum
- openai/openai-cookbook (⭐56k): Examples and guides for using the OpenAI API
Auxiliary tools and concepts / Deforum
- chaiNNer-org/chaiNNer (⭐4k): 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
Jan 30, 2023
Large Language Models (LLMs)
- GPTZero: "Detect AI Plagiarism. Accurately"
Image Segmentation / Deforum
- lucidrains/musiclm-pytorch (⭐3k): 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"
Inbox: Text-to-speech (TTS) and avatars / Deforum
- VALL-E: synthesize high-quality personalized speech with only a 3-second samples
Inbox: 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
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 (⭐180): Notebook and tools for end-to-end automation of music video production with generative AI
Artists and Artworks / Deforum
Jan 16, 2023
Generative AI history, timelines, maps, and definitions
Critical Views about Generative AI
Courses and Educational Materials
- [🔥🔥🔥] DAIR.AI: Democratizing Artificial Intelligence Research, Education, and Technologies
Papers Collection
- dair-ai/ML-Papers-Explained (⭐6.7k): Explanation to key concepts in ML
Prompt Engineering
- dair-ai/Prompt-Engineering-Guide (⭐44k): 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
Auxiliary tools and concepts / Deforum
- BIRME: Bulk Image Resizing Made Easy 2.0 (Online & Free)
Jan 15, 2023
Critical Views about Generative AI
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
Inbox: 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
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
Inbox: 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 (⭐321): "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: notebook by @RiversHaveWings to generate animation based on scripted prompts using a technique called KLMC2 discretization of underdamped Langevin dynamics
Inbox: Text-to-speech (TTS) and avatars / Deforum
- neonbjb/tortoise-tts (⭐12k): "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
Dec 22, 2022
Prompt Engineering / Prompt Engineering for Text-to-image
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 (⭐6.3k): 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 (⭐15k): 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
Inbox: Stable Diffusion / Multi-agents
- DETEXTIFY (⭐211): 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 (⭐3.5k): 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 (⭐1.8k): Audio generation using diffusion models, in PyTorch
Dec 14, 2022
Prompt Engineering / Prompt Engineering for Text-to-image
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
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
- The Illustrated Stable Diffusion by Jay Alammar: "gentle introduction [on] how Stable Diffusion works"
- [🔥]johnowhitaker/tglcourse (⭐122): 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 (⭐34): An awesome list of low- and no-code generative AI resources
Nov 24, 2022
Related Awesome Lists / Deforum
- [🔥🔥🔥] steven2358/awesome-generative-ai (⭐4.8k): 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
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
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
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 (⭐7.3k): fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth
Oct 23, 2022
Prompt Engineering / Prompt Engineering for Text-to-image
- some9000/StylePile (⭐569): 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
Oct 13, 2022
Inbox: Stable Diffusion / Multi-agents
- ashawkey/stable-dreamfusion (⭐7.8k): 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
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
Sep 23, 2022
Artists and Artworks / Deforum
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 (⭐2.1k): 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
Inbox: 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
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
- 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
- pixray/pixray (⭐1k): Pixray is an image generation system
- pixray/pixray_notebooks (⭐39): pixray demo notebooks
- 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
- 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 (⭐35k): 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 (⭐829): 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
- GitHub - awesome-stable-diffusion/awesome-stable-diffusion (⭐1.4k): Curated list of resources for the Stable Diffusion AI Model
- Stable Diffusion General Updates Posted by u/ImeniSottoITreni | Reddit: a general update on all the "most important" news/repos available
- 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
Ethics, Philosophical questions and Discussions about Generative AI
- Deep Else: A Critical Framework for AI Art
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 (⭐563): Course content and resources for the AIAIART course
Large Language Models (LLMs)
Prompt Engineering / Prompt Engineering for Text-to-image
Image Synthesis / Multi-agents
- [🔥] S2ML Image Generator: evolution of the first VQGAN+CLIP Google Colab notebook by Katherine Crownson maintained by Justin Bennington
- [🔥] Looking Glass 1.1 (ru-DALLE): Making ruDALL-E fine tuning quick and painless. Copyright (C) 2021 Bearsharktopus Studios
- [🔥] yuval-alaluf/hyperstyle (⭐993): Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" https://arxiv.org/abs/2111.15666
- [🔥] Vadim Epstein’s Aphantasia library (⭐768): CLIP + FFT/DWT/RGB = text to image/video
Inbox: Stable Diffusion / Multi-agents
- examples/stable-diffusion-finetuning at main · LambdaLabsML/examples (⭐785): Fine Tuning Stable Diffusion
- lkwq007/stablediffusion-infinity (⭐3.8k): 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 (⭐509): 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 (⭐4.2k): 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
- Baseten: Stable Diffusion Demo
- DreamStudio: Frontend for Stable Diffusion API by Stability.ai
Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab
- GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI (⭐129k): expanded Stable Diffusion web UI
- GitHub - sd-webui/stable-diffusion-webui (⭐7.8k): Stable Diffusion web UI
Hypertechniques / Textual Inversion
- rinongal/textual_inversion (⭐2.8k): 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
- "Shattered" by Ronny Khalil | Twitter: using warp fusion to generate a shattered glass effect
- [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 ...
- GitHub - Sanster/lama-cleaner (⭐17k): 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.
- 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
- DALL·Ery GALL·Ery Resources: DALL·E 2 and AI art prompt resources & tools to inspire beautiful images
- 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
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 (⭐135): PyTorch Implementation of No Token Left Behind: Explainability-Aided Image Classification and Generation
Aug 18, 2022
Related Awesome Lists / Deforum
- [🔥] amrzv/awesome-colab-notebooks (⭐1.2k): Collection of google colaboratory notebooks for fast and easy experiments
Aug 06, 2022
Image Segmentation / Deforum
- baowenbo/DAIN (⭐8.1k): 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)
Mar 09, 2022
Text-related Generative Tools / Multi-agents
Mar 03, 2022
Image Segmentation / Deforum
Jan 27, 2022
Image Synthesis / Multi-agents
Jan 18, 2022
Papers Collection
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)
Image Synthesis / Multi-agents
- mikaelalafriz/lucid-sonic-dreams (⭐771): syncs GAN-generated visuals to music
Improving Google Colab experience / Deforum
Auxiliary tools and concepts / Deforum
- HashLips/hashlips_art_engine (⭐7.1k): tool used to create multiple different instances of artworks based on provided layers
Dec 02, 2021
Papers Collection
- 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
- 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
Creative Uses of Generative AI Image Synthesis Tools / Deforum
- AgaMiko/pixel_character_generator (⭐115): Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.
Related Awesome Lists / Deforum
- toxtli/awesome-machine-learning-jupyter-notebooks-for-colab (⭐276): 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
Nov 01, 2021
Interesting Instagram Accounts, Posts and Reels / Deforum
Oct 15, 2021
Image Synthesis / Multi-agents
Oct 08, 2021
Artists and Artworks / Deforum
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
Sep 07, 2021
Image Synthesis / Multi-agents
Sep 05, 2021
Image Upscaling / Deforum
Aug 27, 2021
Image Synthesis / Multi-agents
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!
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
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
Artists and Artworks / Deforum
- 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
- 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.
Galleries / Deforum
Related Awesome Lists / Deforum
- margaretmz/awesome-ai-art-design (⭐28): An awesome list: AI for art and design.
- justinpinkney/awesome-pretrained-stylegan2 (⭐1.2k): A collection of pre-trained StyleGAN 2 models to download