🔌
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 AMD Instinct MI325X run Stable LM 2 12B?
Yes — here's how fast and up to what context, with real measured numbers.
Stable LM 2 12B on the AMD Instinct MI325X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1280k | 155.6-190.2 t/s | ~1-1.3 (slow) |
| Q8 | yes | 1354k | 311.3-380.4 t/s | ~2.1-2.5 (slow) |
| Q4 | yes | 1387k | 555.8-679.4 t/s | ~3.7-4.5 (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.
FAQ
Can the AMD Instinct MI325X run Stable LM 2 12B?▶
Yes. At Q4 it generates ~555.8-679.4 tok/s and fits up to 1387k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.7-4.5 tok/s.
How much context fits?▶
At Q4, up to about 1387k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.