Data Pipelines for FM Consumption

Validating and processing data on its way into foundation models: Glue Data Quality and Data Wrangler gates, multimodal pipelines for text, image, audio and tabular data, and model-specific input formatting.

Content current as of 2026-10.

Lessons

  1. Quality gates on the way into the model
  2. Multimodal pipelines: text, image, audio, tabular
  3. Model-specific input formatting and enrichment

Sources