How a 30B model fits on a 32GB GPU: quantization plus speculative decoding

TimDarcet · x · 2026-10-21

The author addresses skepticism about running a 30B-parameter model on a 32GB GPU, explaining that it relies on quantization and speculative decoding work. The post also includes a radar chart with axes normalized to 0-100 comparing relevant metrics.

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