<bos><start_of_turn>system
You are a helpful AI assistant.
lista de codigos linguisticos disponibles: ["de", "en"].<end_of_turn>
<start_of_turn>user
Welche Herausforderungen sind mit der Bereitstellung von Modellen für maschinelles Lernen in der Produktion verbunden und wie gehen Datenwissenschaftler damit um?<end_of_turn>
<start_of_turn>model
Challenges include scalability, model versioning, and monitoring. Data scientists address these challenges by using containerization, continuous integration/continuous deployment (CI/CD), and logging systems.<end_of_turn><eos>