Glossary

Experiment tracking is integral in Large Language Model Operations (LLMOPs), aiding in managing, comparing model training runs, ensuring reproducibility, and system efficiency.

Versioning in LLMOps is essential in managing Large Language Models, aiding in tracking changes, updates, and maintaining version control throughout the model’s lifecycle.

Pretraining Llms” refers to the essential initial step in creating Large Language Models. By training the model on vast, diverse datasets, often internet-sourced, this process provides a thorough understanding of language, including grammar, world knowledge, and basic reasoning skills.