Foundation-Models

11 articles
Transformer Architecture What the transformer architecture is, how it differs from prior approaches, and why it dominates modern AI …Transfer Learning What transfer learning is, how pre-trained models reduce training costs, and when to fine-tune versus train …Google Vertex AI - Unified ML Platform A comprehensive reference for Google Vertex AI: Gemini models, AutoML, model training, and enterprise ML …LLM - Large Language Model What large language models are, how they work at a high level, key characteristics, and what they can and …Getting Started with Amazon Bedrock for Enterprise AI A practical introduction to Amazon Bedrock: what it is, which models are available, how pricing works, and how …Foundation Models What foundation models are, how they differ from task-specific models, the major model families, and the …Custom ML Models vs Foundation Models - When to Build vs Buy SageMaker custom training vs Bedrock foundation models. Data requirements, cost, accuracy trade-offs, and …Claude vs GPT - Choosing an Enterprise LLM A practical comparison of Anthropic Claude and OpenAI GPT for enterprise applications - capability …Claude by Anthropic - Enterprise AI Assistant What makes Claude useful for enterprise applications, model tiers, key strengths, access options including …Amazon Bedrock vs Azure OpenAI - Which to Choose? A practical comparison of Amazon Bedrock and Azure OpenAI Service for enterprise AI deployments, covering …Amazon Bedrock - Enterprise AI Foundation A comprehensive reference for Amazon Bedrock: available models, key features, use cases, and pricing patterns …