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// RUN — FITS
Can the Apple M4 Max 36GB run Falcon-OCR?
Yes — here's how fast and up to what context, with real measured numbers.
Falcon-OCR on the Apple M4 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 462k | 618.8-746.2 t/s | ~11.3-13.7 (slow) |
| Q8 | yes | 467k | 1237.6-1492.4 t/s | ~22.7-27.3 (slow) |
| Q4 | yes | 469k | 2210-2665 t/s | ~40.5-48.8 (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 Falcon-OCR?▶
Yes. At Q4 it generates ~2210-2665 tok/s and fits up to 469k context; beyond that it spills to SSD swap and slows to ~40.5-48.8 tok/s.
How much context fits?▶
At Q4, up to about 469k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.