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// RUN — FITS
Can the AMD Radeon RX 6800 XT run DEQ-Transformer (Medium, Adaptive Embedding)?
Yes — here's how fast and up to what context, with real measured numbers.
DEQ-Transformer (Medium, Adaptive Embedding) on the AMD Radeon RX 6800 XT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 198k | 1466.2-1792 t/s | ~114.5-140 (slow) |
| Q8 | yes | 200k | 2932.4-3584 t/s | ~229.1-280 (slow) |
| Q4 | yes | 201k | 5236.4-6400 t/s | ~409.1-500 (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 Radeon RX 6800 XT
→ DEQ-Transformer (Medium, Adaptive Embedding) specs
→ Other hardware
FAQ
Can the AMD Radeon RX 6800 XT run DEQ-Transformer (Medium, Adaptive Embedding)?▶
Yes. At Q4 it generates ~5236.4-6400 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~409.1-500 tok/s.
How much context fits?▶
At Q4, up to about 201k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.