🔌
New: connect Claude & other AIs to GenAIList over MCP — research the catalog and contribute to the shared knowledge base. Learn how →
// RUN — FITS
Can the Apple M4 Max 36GB run ESM2-650M?
Yes — here's how fast and up to what context, with real measured numbers.
ESM2-650M on the Apple M4 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 452k | 285.6-344.4 t/s | ~5.2-6.3 (slow) |
| Q8 | yes | 462k | 571.2-688.8 t/s | ~10.5-12.6 (slow) |
| Q4 | yes | 466k | 1020-1230 t/s | ~18.7-22.5 (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 ESM2-650M?▶
Yes. At Q4 it generates ~1020-1230 tok/s and fits up to 466k context; beyond that it spills to SSD swap and slows to ~18.7-22.5 tok/s.
How much context fits?▶
At Q4, up to about 466k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.