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What is Batch Processing?

Technical Glossary term: Batch Processing
Short Answer

Processing multiple prompts simultaneously for improved efficiency.

Batch processing allows AI models to handle multiple prompts at once, improving computational efficiency and throughput. This is particularly useful for production systems that need to process large volumes of requests.

Benefits include:

  • Efficiency: Better GPU/TPU utilization
  • Throughput: Higher request processing rates
  • Cost reduction: Lower per-request computational costs
  • Scalability: Better handling of high-volume scenarios

⚙️ Technical Details

Batch processing works by grouping multiple prompts together and processing them in parallel, taking advantage of the parallel processing capabilities of modern hardware.