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Can Titan X Pascal 12GB run Solar Open 2?

NVIDIA · 12 GB GDDR5X · 480 GB/s bandwidth · Upstage · 250.0B (active 15.0B) · MoE · model ctx up to 1024K

❌ No — Solar Open 2 Q4 needs 138.69 GB, card only has 12 GB
VRAM: 138.69 GB needed of 12 GB
FF · No FitComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
CUDA
Your GPU won't fit Solar Open 2, but runs these similar models: Qwen3-8B, Qwen2.5-7B-Instructor☁️ Rent on RunPod from ~$0.50/hr
Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K138.69 GBNo
Q48K default138.88 GBNo
Q432K140.0 GBNo
FP164K501.19 GBNo
FP168K default501.38 GBNo
FP1632K502.5 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 neededTitan X Pascal 12GB VRAM
Q4137.5 GB0.38 GB1 GB138.88 GB12 GB
FP16500.0 GB0.38 GB1 GB501.38 GB12 GB

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