With 16 GB of VRAM, the RX 9070 runs DeepSeek R1 Distill Llama 8B at Q4_K_M entirely on the GPU with an 8K context (about 6.7 GB needed). At Q8_0 it fits entirely.
Q4_K_M · 8K context
The model needs about 6.7 GB and fits in the 15.5 GB available, with 8.8 GB to spare.
~6.7 GB (6.3 GB–7.2 GB) needed · estimate
Fits entirely in VRAM · 8.8 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 8B Q8_08K~10.2 GB · 43–61 tok/s estimate | Excellent |
|---|---|
| DeepSeek R1 Distill Llama 8B Q6_K8K~8.3 GB · 53–76 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 8B Q5_K_M8K~7.5 GB · 59–86 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 8B Q4_K_M8K~6.7 GB · 66–97 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 8B IQ4_XS8K~6.2 GB · 70–105 tok/s estimate | Excellent |
| DeepSeek R1 Distill Llama 8B Q3_K_M8K~5.9 GB · 76–113 tok/s estimate | Excellent |
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16 GB GDDR6 · 640 GB/s · 220 W
ExcellentRuns DeepSeek R1 Distill Llama 8B Q4_K_M entirely in memory
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