machine learning models
4pieces
Aug 18, 20242 min read
GPT, PaLM, GLM, LLaMA and beyond: Large language models in medicine
GPT, PaLM, GLM, and LLaMA applied to medicine: where they are already useful, where they fall short, and what the open challenges are.
machine-learning-theorylarge-language-modelsmachine-learningmachine-learning-models
Aug 17, 20245 min read
Power of Multimodal Machine Learning: Challenges, Innovations, and Future Directions
What makes multimodal machine learning hard, which recent innovations moved it forward, and where integration across modalities is heading.
machine-learning-theorymultimodalmachine-learningmachine-learning-models
Aug 15, 20248 min read
Understanding Key Insights and Trends in Large Language Models
How large language models are built and how they have evolved, traced through the key insights and trends behind each generation.
machine-learning-theorylarge-language-modelsmachine-learningmachine-learning-models
Jul 20, 202410 min read
An in-Depth Look at Leading Computer Vision ML Models
The leading computer vision model families in one place, from the architecture each uses to the task it is actually good at.
machine-learning-theorycomputer-visionmachine-learningmachine-learning-models