← Olga Zamaraeva

Green AI Algorithms: NLP

Three sessions of the microcredential Algoritmos verdes para la IA: diseño e implementación, Universidade da Coruña, 2026–2027. Each notebook comes in a beginner and an advanced version with the same exercises.

Session 1

Green NLP today

From n-grams and embeddings to attention and transformers, with a baseline energy measurement.

Slides (PDF)

Interactive pages

Notebooks open in Colab

Session 2

Quantization

Measuring what lower-precision weights save in memory, energy and quality, and on which hardware.

Slides (PDF)

Notebooks open in Colab

Session 3

Retrieval

Retrieval as a lever for smaller models, and combining all three levers in one run.

Slides (PDF)

Notebooks open in Colab