With 96 GB of VRAM, the RTX PRO 6000 Blackwell runs DeepSeek R1 Distill Llama 70B at Q4_K_M entirely on the GPU with an 8K context (about 45.1 GB needed). At Q8_0 it fits entirely.
Q4_K_M · 8K context
The model needs about 45.1 GB and fits in the 93.1 GB available, with 48.1 GB to spare.
~45.1 GB (43.9 GB–46.3 GB) needed · estimate
Fits entirely in VRAM · 48.1 GB left
EstimateData updated 24 days agoSource: Run LLM Locally engine, Hugging Face config.json + model card
What makes this estimate less reliable
| DeepSeek R1 Distill Llama 70B Q8_08K~76.8 GB · 17–22 tok/s estimate | Excellent |
|---|---|
| DeepSeek R1 Distill Llama 70B Q6_K8K~60.1 GB · 21–29 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 70B Q5_K_M8K~52.3 GB · 24–33 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 70B Q4_K_M8K~45.1 GB · 27–38 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 70B IQ4_XS8K~40.6 GB · 30–42 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 70B Q3_K_M8K~37 GB · 33–46 tok/s estimate | Excellent |
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96 GB GDDR7 ECC · 1,792 GB/s · 600 W
ExcellentRuns DeepSeek R1 Distill Llama 70B Q4_K_M entirely in memory
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