🔌
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 Radeon RX 6800 XT run DeepSeek LLM 7B?
Yes — here's how fast and up to what context, with real measured numbers.
DeepSeek LLM 7B on the AMD Radeon RX 6800 XT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 47k | 46.1-56.3 t/s | ~3.6-4.4 (slow) |
| Q4 | yes | 71k | 82.3-100.6 t/s | ~6.4-7.9 (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.
FAQ
Can the AMD Radeon RX 6800 XT run DeepSeek LLM 7B?▶
Yes. At Q4 it generates ~82.3-100.6 tok/s and fits up to 71k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.4-7.9 tok/s.
How much context fits?▶
At Q4, up to about 71k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.