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// RUN — FITS
Can the AMD Instinct MI300X 192GB run DeepSeek-R1-Distill-Qwen-1.5B?
Yes — here's how fast and up to what context, with real measured numbers.
DeepSeek-R1-Distill-Qwen-1.5B on the AMD Instinct MI300X 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2618k | 937.9-1146.3 t/s | ~7.1-8.7 (slow) |
| Q8 | yes | 2645k | 1875.8-2292.7 t/s | ~14.2-17.3 (slow) |
| Q4 | yes | 2657k | 3349.7-4094.1 t/s | ~25.3-30.9 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
→ All models on the AMD Instinct MI300X 192GB
→ DeepSeek-R1-Distill-Qwen-1.5B specs
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FAQ
Can the AMD Instinct MI300X 192GB run DeepSeek-R1-Distill-Qwen-1.5B?▶
Yes. At Q4 it generates ~3349.7-4094.1 tok/s and fits up to 2657k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~25.3-30.9 tok/s.
How much context fits?▶
At Q4, up to about 2657k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.