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Can RTX 5060 Ti 16GB run Mixtral-8x7B-Instruct-v0.1?

NVIDIA · 16 GB GDDR7 · 448 GB/s bandwidth · Mistral · 46.7B (active 12.9B) · MoE · model ctx up to 32K

No — Mixtral-8x7B-Instruct-v0.1 at Q4 needs ≈ 27.98 GB even at 4K context, beyond the RTX 5060 Ti 16GB's 16 GB GDDR7. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 18.9 tok/s (estimated, batch 1). FP16 needs ≈ 96.98 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)
Q44K27.98 GBNo20.6 est.
Q48K default29.27 GBNo18.9 est.
Q432K37.01 GBNo11.8 est.
FP164K95.69 GBNo
FP168K default96.98 GBNo
FP1632K104.72 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 5060 Ti 16GB VRAM
Q425.69 GB2.58 GB1 GB29.27 GB16 GB
FP1693.4 GB2.58 GB1 GB96.98 GB16 GB

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