AI Briefing
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bitsandbytes Creator Previews New Quantization Method

·2026.08.14 22:10

Key point

bitsandbytes developer Tim Dettmers has previewed a new quantization methodology, demonstrating high inference performance.

Details

Tim Dettmers, the creator of bitsandbytes, has previewed a new quantization methodology.

Key performance metrics are as follows:

  • Running the GLM 5.3 model at a speed of 7 tokens per second (7t/s) in a single DGX Spark environment
  • Achieving performance using DS4 Pro in a B300 (288 GB VRAM) environment

This announcement raises expectations for new optimization technologies that can maximize model inference efficiency.

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