Huggingface released its newest library called NLP, which gives you easy access to almost any NLP dataset and metric in one convenient interface. We will combine this with a BERT model from Huggingface’s Transformers library to build a sentiment classifier for IMDB.
OUTLINE:
0:00 – Intro
1:30 – Boilerplate
3:20 – PyTorch Lightning Module
9:50 – Load Dataset
12:15 – Tokenization
20:50 – Torch Tensors
25:50 – Data Loader
28:00 – Create BERT Model
32:00 – Implement Validation and Train Step
47:00 – Run & Recap
50:20 – Epilogue
My Code:
NLP Library:
Tutorial Colab:
Transformers Library:
Pytorch Lightning:
Links:
YouTube:
Twitter:
BitChute:
Minds:
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