Hugging Face

learn hugging face transformers (transfer learning)

based on Hugging Face Transformers Package – What Is It and How To Use It - KDnuggets

Transformers is an opinionated library built for:

• NLP researchers and educators seeking to use/study/extend large-scale transformers models
• hands-on practitioners who want to fine-tune those models and/or serve them in production
• engineers who just want to download a pretrained model and use it to solve a given NLP task.

Demo

pipenv install
pipenv install transformers
pipenv install tensorflow

# test install
python -c "from transformers import pipeline; print(pipeline('sentiment-analysis')('we love you'))"

# note first run will download the [pipeline] model (potentially time consuming) on first run
pipenv run python main.py

Resourcces

• Hugging Face – The AI community building the future.
• Hugging Face Transformers Package – What Is It and How To Use It - KDnuggets
• Hosting Hugging Face models on AWS Lambda for serverless inference | Amazon Web Services