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// RUN — FITS
Can the FuriosaAI RNGD run RWKV-4 World (7B)?
Yes — here's how fast and up to what context, with real measured numbers.
RWKV-4 World (7B) on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 213k | 65.9-80.1 t/s | ~1.8-2.1 (slow) |
| Q8 | yes | 269k | 131.9-160.3 t/s | ~3.5-4.3 (slow) |
| Q4 | yes | 294k | 235.5-286.2 t/s | ~6.3-7.6 (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 RWKV-4 World (7B)?▶
Yes. At Q4 it generates ~235.5-286.2 tok/s and fits up to 294k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.3-7.6 tok/s.
How much context fits?▶
At Q4, up to about 294k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.