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// RUN — FITS
Can the FuriosaAI RNGD run CodeGen-Mono 16.1B?
Yes — here's how fast and up to what context, with real measured numbers.
CodeGen-Mono 16.1B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 40k | 30.3-36.8 t/s | ~0.8-1 (slow) |
| Q8 | yes | 101k | 60.6-73.6 t/s | ~1.6-2 (slow) |
| Q4 | yes | 128k | 108.1-131.4 t/s | ~2.9-3.5 (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 CodeGen-Mono 16.1B?▶
Yes. At Q4 it generates ~108.1-131.4 tok/s and fits up to 128k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.9-3.5 tok/s.
How much context fits?▶
At Q4, up to about 128k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.