Google DeepMind: Fine-Tune Your Model

The Korshub Take

This intermediate Google DeepMind course completes the 'Train A Small Language Model' skill badge curriculum. It guides learners through formulating research problems, constructing custom tokenizers, formatting training datasets, and running training loops for small language models.

Who It's For

AI developers and researchers aiming to earn the Google DeepMind skill badge by building and fine-tuning custom small language models.

Key Takeaways

• Research Problem Formulation: Translate real-world challenges into structured language model research objectives.
• Tokenizer & Dataset Preparation: Build tokenization pipelines from scratch and prepare custom datasets for transformer training.
• Model Training Loop: Execute complete training loops to fine-tune small language models effectively.