With 16 GB of VRAM, the RX 9070 XT runs Qwen2.5 14B Instruct at Q4_K_M entirely on the GPU with an 8K context (about 11.3 GB needed). At Q8_0 it does not fit in VRAM.
Q4_K_M · 8K context
The model needs about 11.3 GB and fits in the 15.5 GB available, with 4.2 GB to spare.
~11.3 GB (10.7 GB–11.9 GB) needed · estimate
Fits entirely in VRAM · 4.2 GB left
EstimateData updated 24 days agoSource: Run LLM Locally engine, Hugging Face config.json + model card
What makes this estimate less reliable
| Qwen2.5 14B Instruct Q8_08K~17.8 GB · 6.5–13 tok/s estimate | CPU/GPU offload |
|---|---|
| Qwen2.5 14B Instruct Q6_K8K~14.3 GB · 30–43 tok/s estimate | Compatible |
| Qwen2.5 14B Instruct Q5_K_M8K~12.8 GB · 34–48 tok/s estimate | Excellent |
| Qwen2.5 14B Instruct Q4_K_M8K~11.3 GB · 38–55 tok/s estimate | Excellent |
| Qwen2.5 14B Instruct IQ4_XS8K~10.4 GB · 41–60 tok/s estimate | Excellent |
| Qwen2.5 14B Instruct Q3_K_M8K~9.7 GB · 44–65 tok/s estimate | Excellent |
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16 GB GDDR6 · 640 GB/s · 304 W
ExcellentRuns Qwen2.5 14B Instruct Q4_K_M entirely in memory
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