Tag Archives: llama

Single-cell multi-omics using generative AI

Generative pre-trained models are becoming more common by the day, and such methods have now been applied to single cell sequencing, and multi-omits in general. Two main players are “scBERT” and “scGPT”: scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AIHaotian Cui, Chloe Wang, Hassaan Maan, Bo Wang – Nature Methods doi: 10.1038/s41592-024-02201-0 CODE: https://github.com/bowang-lab/scGPT scBERT as a large-scale pretrained deep language… Read More »

Understanding Language Models: GPT-2 squeezed into an Excel spreadsheet

Source: https://arstechnica.com/information-technology/2024/03/once-too-scary-to-release-gpt-2-gets-squeezed-into-an-excel-spreadsheet/ This Blog: Once “too scary” to release, GPT-2 gets squeezed into an Excel spreadsheet OpenAI’s GPT-2 running locally in Microsoft Excel teaches the basics of how LLMs work. by Benj Edwards – 3/15/2024, 3:56 PM Summary by Copilot: (Edited) Ishan Anand, a software developer, has created a Microsoft Excel spreadsheet that runs “GPT-2”… Read More »

AI: Introduction to Large Language Models and their shortcomings

This video from November 22, 2023 provides a general introduction to Large Language Models (LLMs) suitable for general understanding. The video continues to examples, possible upcoming paradigms such as the view that LLMs have similarities with operating systems. The final part details potentials threats, including jailbreak examples. What’s wrong with LLMs and what we should… Read More »

AI chat models at the command line

Today I discovered 2 AI methods to get AI prompts at the command line. Gorilla_CLI The first one is rather straight forward, and is called gorilla_cli See details on GitHub for installation at https://github.com/gorilla-llm/gorilla-cli I already used it today to ask complex regular expression code to convert some text using sed. The specific question was:… Read More »