Skip to content
View original post on X: ClineOfficial
Published
Pick60/100

Cline nearly doubles Nemotron 3.5 Super VL throughput on one GB300 GPU

AICline says five vLLM configuration changes raised Nemotron 3.5 Super VL throughput on a single GB300 GPU from 6,058 to 11,840 output tokens per second. The changes let the model draft tokens ahead, keep the GPU from sitting idle, and store the model's memory at half precision.

AIWhy it matters.

The post lists five vLLM configuration changes with throughput measured after each step, showing how each contributes to the gain on one GPU.

ClineVerified on XOfficial
@cline
View on X

We nearly doubled throughput for Nemotron 3.5 Super VL on a single GB300 GPU, from 6,058 → 11,840 tok/s, with five configuration changes in vLLM.

These let the model draft tokens ahead, keep the GPU from ever sitting idle, and store the model’s memory at half precision.

Source details

Cline · x.comPublished

Original title: We nearly doubled throughput for Nemotron 3.5 Super VL on a single GB300 GPU, from 6,058 → 11,840 tok/s, with five configuration changes ...