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// RUN — FITS
Can the Jetson Thor T2000 run MSA Transformer?
Yes — here's how fast and up to what context, with real measured numbers.
MSA Transformer on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 194k | 500.1-596 t/s | ~36.5-43.5 (slow) |
| Q8 | yes | 195k | 1000.1-1191.9 t/s | ~73-87 (slow) |
| Q4 | yes | 196k | 1785.9-2128.4 t/s | ~130.4-155.4 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Jetson Thor T2000 run MSA Transformer?▶
Yes. At Q4 it generates ~1785.9-2128.4 tok/s and fits up to 196k context; beyond that it spills to SSD swap and slows to ~130.4-155.4 tok/s.
How much context fits?▶
At Q4, up to about 196k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.