AMD · 192 GB HBM3 · 5300 GB/s bandwidth ·
Alibaba · 235.1B (active 22B) · MoE · model ctx up to 128K
Yes — the MI300X 192GB (192 GB HBM3) can run Qwen3-235B-A22B. At Q4 with the default 8K context it needs ≈ 134.71 GB VRAM (weights 129.31 GB + KV cache 4.4 GB + 1 GB runtime overhead), which fits within 192 GB. Decode at Q4/8K: ≈ 153.3 tok/s (estimated, batch 1). FP16 needs ≈ 475.6 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.
Fit & speed by quant and context
Quant
Context
VRAM needed
Fits?
tok/s (decode)
Q4
4K
132.5 GB
Yes
153.3est.
Q4
8K default
134.71 GB
Yes
153.3est.
Q4
32K
147.91 GB
Yes
153.3est.
FP16
4K
473.4 GB
No
19.8est.
FP16
8K default
475.6 GB
No
19.6est.
FP16
32K
488.8 GB
No
18.6est.
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).