Assess
Overview
VLA models refer to extremely large-scale AI models that push the boundaries of model size, capability, and resource requirements. Their deployment and training present unique challenges and opportunities for energy efficiency.
Why?
- Drive state-of-the-art performance in many domains.
- Require new strategies for efficient scaling and sustainability.
What to Watch
- Innovations in model parallelism, quantization, and hardware acceleration.
- Best practices for energy and cost management at scale.