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Can RX 9070 16GB run gpt-oss-120b?

AMD · 16 GB GDDR6 · 640 GB/s bandwidth · OpenAI · 120.4B (active 5.1B) · MoE · model ctx up to 128K

No — gpt-oss-120b at Q4 needs ≈ 67.73 GB even at 4K context, beyond the RX 9070 16GB's 16 GB GDDR6. It would only run with heavy CPU/disk offload. FP16 needs ≈ 242.82 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

QuantContextVRAM neededFits?tok/s (decode)
Q44K67.73 GBNo
Q48K default68.24 GBNo
Q432K71.3 GBNo
FP164K242.31 GBNo
FP168K default242.82 GBNo
FP1632K245.88 GBNo

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 9070 16GB VRAM
Q466.22 GB1.02 GB1 GB68.24 GB16 GB
FP16240.8 GB1.02 GB1 GB242.82 GB16 GB

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