The Certification: Fine-Tuning LLMs for Generative AI Solutions offers comprehensive training on optimizing large language models for advanced AI applications. You will gain valuable skills such as increased productivity, adaptability, and a competitive edge in the fast-evolving field of generative AI. Enroll now to unlock higher income potential and ensure your expertise remains future-proof.

This certification covers the following topics:

• Understanding Large Language Models (LLMs)
• Quantization: Reducing Memory Footprint
• Calibration: Mapping Precision Formats
• Parameter-Efficient Fine-Tuning (PEFT) Techniques
• Techniques like LoRA (Low-Rank Adaptation) and ChLoRA
• Practical Application of Fine-Tuning
• Key Differences Between Post-Training Quantization (PTQ) and Quantization-Aware Training (QAT)
• Instruction Fine-Tuning and Its Benefits
• Real-World Applications of Fine-Tuned LLMs
• Common Challenges in Fine-Tuning Large Language Models