Can 4x DGX Spark (GB10) run GLM-5.3 Flash?
Yes. Measured 105.3 tok/s generation (vLLM TP4 (RiNGSiDE), single-stream code, NVFP4; source).
Every measured result for GLM-5.3 Flash on 4x DGX Spark (GB10)
| Build | Quant / setup | Engine | tok/s | |
|---|---|---|---|---|
| 4x DGX Spark ring running GLM-5.3 Flash NVFP4 | NVFP4 | vLLM TP4 (RiNGSiDE), single-stream code | 105.3 | source |
| 4x DGX Spark ring running GLM-5.3 Flash NVFP4 | NVFP4 | vLLM TP4 (RiNGSiDE), single-stream prose | 61.7 | source |
Memory: 4x DGX Spark (GB10) has 512 GB. GLM-5.3 Flash weights are about 195.8 GB at Q4_K_M (320B params × 4.89 bits ÷ 8, before context/KV cache). Arithmetic, not a measurement; long contexts need more. Check other quants in the VRAM calculator.
Speeds are decode (generation) tokens/sec as reported by each source; quant, engine and context differ, so small gaps are noise.
All measured speeds for GLM-5.3 Flash: best home rig for GLM-5.3 Flash.
GLM-5.3 Flash on other hardware: 2x DGX Spark (GB10) · RTX 5090
Other models measured on 4x DGX Spark (GB10): GLM-5.2 · Step 5 Preview
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