# Week 8 - Fine-Tuning II and Model Inference

### This week you will...

* explore advanced training techniques designed to train large models efficiently, minimizing computational requirements.
* gain comprehensive insights into the key hyperparameters for effective model inference.
* discover the unique attributes of inference processes for streaming Large Language Models (LLMs).

### Learning Resources



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* [Week 2](https://www.coursera.org/learn/generative-ai-with-llms/home/week/2) and [week 3](https://www.coursera.org/learn/generative-ai-with-llms/home/week/3) of the course Generative AI with Large Language Models

### Until next week you should...

* [x] Focus on your project work and on the training of the final model.
