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英伟达为Nemotron 3 Ultra NIM优化服务效率

A lot of work goes into serving a model efficiently. For the Nemotron 3 Ultra NIM, our engineers tu...

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英伟达优化了Nemotron 3 Ultra NIM的服务效率,在四块B200 GPU上支持更多并发用户,性能表现不错。

英伟达为Nemotron 3 Ultra NIM优化了缓存、内存、并行和解码等,在四块B200 GPU上支持并发用户数提升2.5倍,同时保持每用户50 TPS的性能。

原文 · NVIDIA AI

A lot of work goes into serving a model efficiently. For the Nemotron 3 Ultra NIM, our engineers tu...

A lot of work goes into serving a model efficiently. For the Nemotron 3 Ultra NIM, our engineers tuned caching, memory, parallelism, decoding and more. On four B200 GPUs, those optimizations supported up to 2.5x more concurrent users while maintaining 50 TPS/user. Read the engineering deep dive → nvda.ws/4xX7SWU 💬 7 🔄 5 ❤️ 20 👀 1731 📊 10 ⚡