Model Class
Categories of ML/LLM models by their operational role in S3-centric systems.
4 nodesEmbedding Model
Model ClassA class of model that converts unstructured data (text, images, audio) into fixed-dimensional vector representations suitable for similarity search.
General-Purpose LLM
Model ClassA large language model for broad text tasks. In scope when applied to metadata extraction, summarization, schema inference, or querying of S3-stored c...
Code-Focused LLM
Model ClassAn LLM specialized for code understanding and generation. A subtype of General-Purpose LLM with enhanced ability to work with structured and semi-stru...
Small / Distilled Model
Model ClassA compact model (typically under 10B parameters) suitable for local or edge deployment, often distilled from a larger model to retain key capabilities...