Training Pipeline Component
The Training Pipeline is responsible for training and fine-tuning language models, including data preprocessing, model training, evaluation, and deployment.
Component Overview
The Training Pipeline encompasses all processes involved in preparing data, training models, evaluating performance, and deploying models to production. It includes data collection, preprocessing, model architecture selection, hyperparameter tuning, and deployment.
Security vulnerabilities in the Training Pipeline primarily revolve around supply chain risks, where compromised data sources, third-party models, or deployment platforms can introduce security weaknesses that affect the integrity and safety of the LLM system.