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// RUN — FITS
Can the NVIDIA DGX Spark run GLM-4.5-Air?
Yes — here's how fast and up to what context, with real measured numbers.
GLM-4.5-Air on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 23k | 1.9-2.2 t/s | ~0.1-0.1 (slow) |
| Q4 | yes | 166k | 3.4-4 t/s | ~0.1-0.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA DGX Spark run GLM-4.5-Air?▶
Yes. At Q4 it generates ~3.4-4 tok/s and fits up to 166k context; beyond that it spills to SSD swap and slows to ~0.1-0.1 tok/s.
How much context fits?▶
At Q4, up to about 166k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.