Topics
The vanilla transformer architecture became a milestone because it:
- Demonstrated attention mechanism could completely replace recurrence
- Enabled parallel training of sequence models (reducing training time)
- Scaled better to long sequences than RNNs/LSTMs
- Became foundational for future architectures like BERT and GPT
- Showed prowess in multimodality as well