Performance
The performance of LLMs has improved significantly over the past few years. This is due to several factors, including:
- Increased vocabulary size: The increase in vocabulary size has enabled language models to capture more subtle aspects of language.
- Improved training algorithms: The development of optimized training algorithms has improved the efficiency and speed of LLM training.
- Data augmentation: The use of data augmentation techniques has enabled researchers to train larger language models with smaller datasets.