Pretrain It Yourself: Code-Alongs From Scratch

The turn, run end to end: MLM dataset pipelines, BERT architecture in PyTorch, and pretraining on your own corpus.

Playlist by @bert_pretraining_turn

6 tracks, shared on Audicious.

1. Training BERT #1 - Masked-Language Modeling (MLM) — James Briggs
2. Implement BERT From Scratch - PyTorch — Uygar Kurt
3. 2.7 BERT (from scratch) — AIT Brain Lab
4. Pre-Train BERT from scratch: Solution for Company Domain Knowledge Data | PyTorch (SBERT 51) — Discover AI
5. NLP Demystified 15: Transformers From Scratch + Pre-training and Transfer Learning With BERT/GPT — Future Mojo
6. NLP: Implementing BERT and Transformers from Scratch — Mark Saroufim