Week 6 - Model Evaluation

This week you will...

• get to know Weights & Biases a popular platform to evaluate deep learning models.

• understand different evaluation metrics.

• get a high level introduction into training LLMs.

Learning Resources

6MB

231127_Model Evaluation.pdf

pdf

• short course by Deeplearning.AI and Weights & Biases on how to use the Weights & Biases framework to track and evaluate your model results

Until next week you should...

• watch this video on data collators.

• work through the section Training a causal language model from scratch from the Hugging Face NLP course (do not change to the TensorFlow version of the site).

• Decide on a baseline model and add a short description of your approach in the corresponding section of your project repository.