新闻
Muse Spark Open Ultrafast: Pushing beyond 1,000 Tokens per second
LMSYS · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- LMSYS achieved 1,109 tokens per second on Muse Spark Open using megakernels, doubling the baseline 517 tok/s through fused GPU operations.
- 为何重要
- Matters for engineers optimizing LLM inference on modern GPUs, especially those targeting high-throughput serving with tensor parallelism.
- 注意
- Megakernels require 8000+ lines of low-level CUDA and PTX code; instruction cache conflicts and register pressure create non-obvious performance cliffs.
- token
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