🔌
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 GPT-1?
Yes — here's how fast and up to what context, with real measured numbers.
GPT-1 on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2610k | 2324.8-2803.4 t/s | ~29.1-35 (slow) |
| Q8 | yes | 2612k | 4649.6-5606.8 t/s | ~58.1-70.1 (slow) |
| Q4 | yes | 2613k | 8302.8-10012.2 t/s | ~103.8-125.2 (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 GPT-1?▶
Yes. At Q4 it generates ~8302.8-10012.2 tok/s and fits up to 2613k context; beyond that it spills to SSD swap and slows to ~103.8-125.2 tok/s.
How much context fits?▶
At Q4, up to about 2613k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.