Part 4/13:
- Open Domain Question Answering Platform: Leveraging large language models (LLMs), such systems can answer questions about climate threats, exoplanets, proteins, and more, covering vast domains with nuanced understanding.
The combination of these AI components, running seamlessly behind-the-scenes, illustrates the importance of efficient inference systems capable of serving multiple workloads concurrently.
The Shift Toward Large Language Models (LLMs)
The proliferation of models like GPT, BERT, T5, and their smaller counterparts (e.g., 11-billion-parameter T5 models, BLOOM) marks a significant paradigm shift. Organizations recognize the importance of: