Parallel Generation

Definitions

1. Generation strategies or system designs that produce multiple outputs, branches, or partial computations in parallel rather than strictly one sequence at a time. Parallel generation can improve throughput or exploration at the cost of more coordination and compute.

   In plain English: Generating multiple outputs or parts of output at the same time.

   Example: "They used parallel generation to draft several candidate summaries, then ranked them with a separate evaluation model."

Related Terms

• AI Cache
• Controlled Generation
• Grounded Generation
• Interleaved Generation
• Length Penalty
• Overgeneration
• Repetition Penalty
• Schema-Guided Generation
• Token Healing