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Can the Apple M2 Max 32GB run RWKV-5 (Eagle) 7B?
Yes โ here's how fast and up to what context, with real measured numbers.
RWKV-5 (Eagle) 7B on the Apple M2 Max 32GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 94k | 18.1-21.8 t/s | ~0.5-0.5 (slow) |
| Q8 | yes | 151k | 36.2-43.6 t/s | ~0.9-1.1 (slow) |
| Q4 | yes | 176k | 64.6-77.9 t/s | ~1.6-1.9 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M2 Max 32GB run RWKV-5 (Eagle) 7B?โถ
Yes. At Q4 it generates ~64.6-77.9 tok/s and fits up to 176k context; beyond that it spills to SSD swap and slows to ~1.6-1.9 tok/s.
How much context fits?โถ
At Q4, up to about 176k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.