🔌
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 M2 Ultra 192GB run ESM2-3B?
Yes — here's how fast and up to what context, with real measured numbers.
ESM2-3B on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2522k | 90.7-109.3 t/s | ~1.1-1.4 (slow) |
| Q8 | yes | 2568k | 181.3-218.7 t/s | ~2.3-2.7 (slow) |
| Q4 | yes | 2588k | 323.8-390.5 t/s | ~4-4.9 (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 Ultra 192GB run ESM2-3B?▶
Yes. At Q4 it generates ~323.8-390.5 tok/s and fits up to 2588k context; beyond that it spills to SSD swap and slows to ~4-4.9 tok/s.
How much context fits?▶
At Q4, up to about 2588k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.