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// RUN — FITS
Can the Apple M4 Max 36GB run BiomedGPT (182M)?
Yes — here's how fast and up to what context, with real measured numbers.
BiomedGPT (182M) on the Apple M4 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 466k | 1020-1230 t/s | ~18.7-22.5 (slow) |
| Q8 | yes | 469k | 2040-2460 t/s | ~37.4-45.1 (slow) |
| Q4 | yes | 470k | 3642.9-4392.9 t/s | ~66.7-80.5 (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 M4 Max 36GB run BiomedGPT (182M)?▶
Yes. At Q4 it generates ~3642.9-4392.9 tok/s and fits up to 470k context; beyond that it spills to SSD swap and slows to ~66.7-80.5 tok/s.
How much context fits?▶
At Q4, up to about 470k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.