fastai+huggingface study group part 2
Mar 13
- Video: Training causal and masked language models with fastai and blurr - YouTube
- Slides: fastai+huggingface study group part 2: Session 6 - Google Slides
- Colab: Google Colab
Mar 6
- Video: Training summarization & translation models with fastai & blurr - YouTube
- Slides: fastai+huggingface study group part 2: Session 5 - Google Slides
- Colab: Google Colab
Feb 6
- Video : Training a question answering model with fastai & blurr - YouTube
- Session 4 Slides:
fastai+huggingface study group part 2: Session 4 - Google Slides - Session 4 notebook: TBA
Jan 30
- Video: Training a token classification model with fast.ai - YouTube
- Session 3 slides: fastai+huggingface study group part 2: Session 3 - Google Slides
- Session 3 notebook: Google Colab
Jan 23
- Video: How to use Fast Tokenizers, NLP with Fastai and Blurr - YouTube
- Google Slides: fastai+huggingface study group part 2: Session 2 - Google Slides
- Notebook: Google Colab
Jan 16
- Video: Overview & Using Hugging Face Datasets to train models with fastai - YouTube
- Google slides link: fastai+huggingface study group part 2: Session 1 - Google Slides
- Notebook link: Google Colab
Resources
- Study Group registration page: HF x fastai x W&B 2.0
- Study Group discord: Discord
- Part 1 Youtube Playlist: https://youtube.com/playlist?list=PLD80i8An1OEF8UOb9N9uSoidOGIMKW96t
fastai:
- The fast.ai course (https://course.fast.ai/)
- The FastBook (available for purchase or free online via Jupyter notebooks)
- The Walk w/ fastai course (https://walkwithfastai.com/)
fastai + Hugging Face libraries:
- AdaptNLP (Welcome to AdaptNLP | adaptnlp)
- FastHugs (GitHub - morganmcg1/fasthugs: Use fastai-v2 with HuggingFace's pretrained transformers)
- blurr (blurr - Getting Started)
ML/Data Science in general:
- The Chai Time Data Science podcast (http://youtube.com/c/chaitimedatascience)
- Weights & Biases (https://wandb.ai/)