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// RUN — FITS
Can the FuriosaAI RNGD run WizardCoder-15.5B?
Yes — here's how fast and up to what context, with real measured numbers.
WizardCoder-15.5B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 44k | 31.5-38.2 t/s | ~0.8-1 (slow) |
| Q8 | yes | 104k | 62.9-76.5 t/s | ~1.7-2 (slow) |
| Q4 | yes | 130k | 112.3-136.5 t/s | ~3-3.6 (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 FuriosaAI RNGD run WizardCoder-15.5B?▶
Yes. At Q4 it generates ~112.3-136.5 tok/s and fits up to 130k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3-3.6 tok/s.
How much context fits?▶
At Q4, up to about 130k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.