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Modal Blog· Cathy Zhou·· 2024-09-16AI score38

Modal adds native dynamic batching, boosting Whisper throughput 2.8x

Boost your throughput with dynamic batching

AI summary

Modal has added native dynamic batching support, letting inference functions group requests via a single @modal.batched() decorator with max_batch_size and wait_ms parameters. On OpenAI's Whisper large v3 running on an A10G, a max_batch_size of 64 raised throughput from ~1.2 to ~3.3 requests per second per container and cut inference cost by 65%.

Source:Modal Blog · modal.com