Mlops engineer Labs

Explore hands-on Mlops engineer labs with real cloud environments

Fine-Tune a Large Language Model

Fine-tune a transformer-based LLM on the CNN/DailyMail dataset for text summarization. Preprocess data, configure training, evaluate using ROUGE and BLEU metrics, and generate high-quality abstractive summaries.

⏱️90 min

🏷️python

⭐5

Create a LangChain-Based RAG System

Build a production-grade Retrieval-Augmented Generation pipeline using LangChain, vector databases, and an open-source LLM to answer enterprise knowledge base queries with grounded, accurate responses.

⏱️45 min

🏷️python

⭐5