Day 2 - NLP, Ecosystem, SOTA, Outlook

Practical info

Place: SP 213 Time: 11:40

We will continue exploring different types of transformer models, as well as the current ecosystem to load and train them (Huggingface). To follow the multi-class finetuning example you will need to get a HF account as well as an account with Weights and Biases. Other mentioned things:

Schedule for the day

TimeActivityMaterial
————–————————————————
8:00- 9:15Huggingface 🤗 IntroInference Demos
9:30-10:15Finetuning Transformers 1Colab Notebook - Translation
Finetuning Transformers 2Colab Notebook - Sentiments
10:30-11:30Semantic Search & Similarity with SBERTColab Notebook
11:30-12:00Lunch
12:00-12:45Assignment Idea Pitch
13:00-13:20Outlook / Wrapping up