🔌
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 Instinct MI430X run Baichuan 1-13B?
Yes — here's how fast and up to what context, with real measured numbers.
Baichuan 1-13B on the Instinct MI430X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2255k | 553.3-676.3 t/s | ~0.9-1.2 (slow) |
| Q8 | yes | 2336k | 1106.6-1352.5 t/s | ~1.9-2.3 (slow) |
| Q4 | yes | 2371k | 1976.1-2415.2 t/s | ~3.4-4.1 (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 Instinct MI430X run Baichuan 1-13B?▶
Yes. At Q4 it generates ~1976.1-2415.2 tok/s and fits up to 2371k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.4-4.1 tok/s.
How much context fits?▶
At Q4, up to about 2371k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.