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// RUN — FITS
Can the NVIDIA B200 run XGLM-7.5B?
Yes — here's how fast and up to what context, with real measured numbers.
XGLM-7.5B on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1222k | 389.3-464 t/s | ~1.9-2.3 (slow) |
| Q8 | yes | 1279k | 778.7-928 t/s | ~3.9-4.6 (slow) |
| Q4 | yes | 1304k | 1390.5-1657.1 t/s | ~7-8.3 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA B200 run XGLM-7.5B?▶
Yes. At Q4 it generates ~1390.5-1657.1 tok/s and fits up to 1304k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7-8.3 tok/s.
How much context fits?▶
At Q4, up to about 1304k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.