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Can RTX 3090 Ti 24GB run Qwen3.5-122B-A10B?

NVIDIA · 24 GB GDDR6X · 1008 GB/s bandwidth · Alibaba · 122.0B (active 10.0B) · MoE · model ctx up to 256K

No — Qwen3.5-122B-A10B at Q4 needs ≈ 69.1 GB even at 4K context, beyond the RTX 3090 Ti 24GB's 24 GB GDDR6X. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 21.5 tok/s (estimated, batch 1). FP16 needs ≈ 247.0 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)
Q44K69.1 GBNo22.1 est.
Q48K default70.1 GBNo21.5 est.
Q432K76.1 GBNo18.2 est.
FP164K246.0 GBNo
FP168K default247.0 GBNo
FP1632K253.0 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 neededRTX 3090 Ti 24GB VRAM
Q467.1 GB2.0 GB1 GB70.1 GB24 GB
FP16244.0 GB2.0 GB1 GB247.0 GB24 GB

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