Foundation Models

concepts · 7 notes linked

Related: Hugging Face · Openai · Large Language Models · Drug Discovery · Google · Tabfm · Xgboost · In Context Learning

Notes

• A Wave Of Billion-Dollar Language AI Startups Is Coming — 2022 landscape survey of language AI startup ecosystem categories
• AI can now model and design the genetic code for all domains of life with Evo 2 | Arc Institute — Largest open-source AI biology model trained on 9.3 trillion nucleotides
• ChatGPT is not all you need. A State of the Art Review of large Generative AI models — Taxonomy of 2022-2023 generative AI models across all major modalities
• From Data to Drugs: The Role of Artificial Intelligence in Drug Discovery — AI and foundation models transforming pharmaceutical drug discovery pipelines
• IBM, HuggingFace, and NASA Open-Sources Watsonx.ai Foundation Model — Open-source geospatial foundation model for climate and Earth research
• Introducing TabFM — a zero-shot foundation model for tabular data — Google foundation model does zero-shot tabular prediction
• The Foundation Model Development Cheatsheet — Quick-start guide covering full pipeline for responsible open foundation model development