With 96 GB of VRAM, the RTX PRO 6000 Blackwell runs Mixtral 8x7B Instruct at Q4_K_M entirely on the GPU with an 8K context (about 27.5 GB needed). At Q8_0 it fits entirely.
Q4_K_M · 8K context
The model needs about 27.5 GB and fits in the 93.1 GB available, with 65.6 GB to spare.
~27.5 GB (26.8 GB–28.3 GB) needed · estimate
Fits entirely in VRAM · 65.6 GB left
EstimateData updated 24 days agoSource: Run LLM Locally engine, Hugging Face config.json + model card
What makes this estimate less reliable
| Mixtral 8x7B Instruct Q8_08K~50.2 GB · 66–93 tok/s estimate | Excellent |
|---|---|
| Mixtral 8x7B Instruct Q6_K8K~39.2 GB · 80–115 tok/s estimate | Excellent |
| Mixtral 8x7B Instruct Q5_K_M8K~33.2 GB · 90–132 tok/s estimate | Excellent |
| Mixtral 8x7B Instruct Q4_K_M8K~27.5 GB · 103–154 tok/s estimate | Excellent |
| Mixtral 8x7B Instruct IQ4_XS8K~27.1 GB · 104–156 tok/s estimate | Excellent |
| Mixtral 8x7B Instruct Q3_K_M8K~21.6 GB · 122–186 tok/s estimate | Excellent |
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96 GB GDDR7 ECC · 1,792 GB/s · 600 W
ExcellentRuns Mixtral 8x7B Instruct Q4_K_M entirely in memory
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