Prefilling-Prioritized Strategy in Continuous Batching

Decoding-Prioritized Strategy in Standard Batching

Custom Priority Policies in LLM Scheduling

Inference Scheduling Trade-offs

An AI company operates a service that uses a large language model to summarize vast archives of legal documents. The primary business goal is to maximize the total number of documents summarized each day. The system receives a constant stream of new summarization requests. Given this primary goal, which scheduling approach for managing inference tasks would be most effective?

Optimizing a Hybrid LLM Service