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Can RX 7700 XT 12GB run Qwen3-8B?

AMD · 12 GB GDDR6 · 432 GB/s bandwidth · Alibaba · 8.2B · model ctx up to 128K

✅ Yes — RX 7700 XT 12GB (12 GB) can run Qwen3-8B at Q4 (8K)
VRAM: 7.15 GB needed of 12 GB
Speed: ~33.5 tok/s (estimated)
AA · GreatComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
ROCM
Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K6.33 GBYes33.5 ± est.
Q48K default7.15 GBYes33.5 ± est.
Q432K12.07 GBNo94.3 ± est.
FP164K18.22 GBNo11.4 ± est.
FP168K default19.04 GBNo10.4 ± est.
FP1632K23.96 GBNo6.6 ± est.

Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).

VRAM breakdown at 8K context

QuantWeightsKV cacheOverheadTotal neededRX 7700 XT 12GB VRAM
Q44.51 GB1.64 GB1 GB7.15 GB12 GB
FP1616.4 GB1.64 GB1 GB19.04 GB12 GB

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