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// RUN — FITS
Can the Apple M2 Ultra 192GB run TRIMELMlong (150M)?
Yes — here's how fast and up to what context, with real measured numbers.
TRIMELMlong (150M) on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2609k | 1813.3-2186.7 t/s | ~22.7-27.3 (slow) |
| Q8 | yes | 2612k | 3626.7-4373.3 t/s | ~45.3-54.7 (slow) |
| Q4 | yes | 2613k | 6476.2-7809.5 t/s | ~81-97.6 (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 TRIMELMlong (150M)?▶
Yes. At Q4 it generates ~6476.2-7809.5 tok/s and fits up to 2613k context; beyond that it spills to SSD swap and slows to ~81-97.6 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.