The badge earner understands how to leverage generative AI models and LLMs for NLP tasks. They know how to fine-tune models with PyTorch and Hugging Face utilizing PEFT methods like LoRA and QLoRA as well as RLHF, and DPO. They have shown proficiency using in-context learning and LangChain for performing Retrieval-Augmented Generation (RAG).

• Type Validation
• Level Intermediate
• Time Days
• Cost Paid