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// RUN — FITS
Can the NVIDIA Jetson T2000 run BLOOM-1.7B?
Yes — here's how fast and up to what context, with real measured numbers.
BLOOM-1.7B on the NVIDIA Jetson T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 145k | 29.4-35.1 t/s | ~2.1-2.6 (slow) |
| Q8 | yes | 171k | 58.8-70.1 t/s | ~4.3-5.1 (slow) |
| Q4 | yes | 182k | 105.1-125.2 t/s | ~7.7-9.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA Jetson T2000 run BLOOM-1.7B?▶
Yes. At Q4 it generates ~105.1-125.2 tok/s and fits up to 182k context; beyond that it spills to SSD swap and slows to ~7.7-9.1 tok/s.
How much context fits?▶
At Q4, up to about 182k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.