About this certification
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
