Parallel Scaling Law for Language Models

2 anerli 1 5/16/2025, 3:38:13 PM arxiv.org ↗

Comments (1)

anerli · 6h ago
Qwen team shows how parallel streams of inference-time thinking tokens could be far more efficient than a serial stream.

Compared to scaling parameters alone, the same performance increase using their technique may be achieved with 22x less increase in memory and 6x less latency increase.