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// RUN — FITS
Can the AMD Radeon RX 6800 XT run Transformer (Adaptive Input Embeddings) WT103?
Yes — here's how fast and up to what context, with real measured numbers.
Transformer (Adaptive Input Embeddings) WT103 on the AMD Radeon RX 6800 XT
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 194k | 653-798.1 t/s | ~51-62.3 (slow) |
| Q8 | yes | 198k | 1305.9-1596.1 t/s | ~102-124.7 (slow) |
| Q4 | yes | 200k | 2332-2850.2 t/s | ~182.2-222.7 (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
→ Transformer (Adaptive Input Embeddings) WT103 specs
→ Other hardware
FAQ
Can the AMD Radeon RX 6800 XT run Transformer (Adaptive Input Embeddings) WT103?▶
Yes. At Q4 it generates ~2332-2850.2 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~182.2-222.7 tok/s.
How much context fits?▶
At Q4, up to about 200k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.