With 96 GB of VRAM, the RTX PRO 6000 Blackwell runs Mistral Nemo 12B Instruct at Q4_K_M entirely on the GPU with an 8K context (about 9.4 GB needed). At Q8_0 it fits entirely.
Q4_K_M · 8K context
The model needs about 9.4 GB and fits in the 93.1 GB available, with 83.7 GB to spare.
~9.4 GB (9 GB–10 GB) needed · estimate
Fits entirely in VRAM · 83.7 GB left
EstimateData updated 24 days agoSource: Run LLM Locally engine, Hugging Face config.json + model card
What makes this estimate less reliable
| Mistral Nemo 12B Instruct Q8_08K~14.9 GB · 81–117 tok/s estimate | Excellent |
|---|---|
| Mistral Nemo 12B Instruct Q6_K8K~12 GB · 99–146 tok/s estimate | Excellent |
| Mistral Nemo 12B Instruct Q5_K_M8K~10.7 GB · 109–164 tok/s estimate | Excellent |
| Mistral Nemo 12B Instruct Q4_K_M8K~9.4 GB · 121–185 tok/s estimate | Excellent |
| Mistral Nemo 12B Instruct IQ4_XS8K~8.7 GB · 129–200 tok/s estimate | Excellent |
| Mistral Nemo 12B Instruct Q3_K_M8K~8.1 GB · 137–217 tok/s estimate | Excellent |
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96 GB GDDR7 ECC · 1,792 GB/s · 600 W
ExcellentRuns Mistral Nemo 12B Instruct Q4_K_M entirely in memory
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