Can I Run DeepSeek R1 Distill Qwen 14B on a AMD RX 7700 XT?

Yes

Runs at Q5_K_M — good quality with reasonable headroom.

Model size
14.8B
GPU memory
12.0GB
Smallest quant
Q4_K_M
Best fit
Q5_K_M

2 quantizations fit your 12.0GB

QuantMin VRAMRecommendedFile sizeHeadroom
Q5_K_MBEST11.5 GB13.0 GB10.5 GB+0.5 GB
Q4_K_M10.0 GB11.5 GB9.0 GB+2.0 GB

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Full model details
DeepSeek R1 Distill Qwen 14B

All quant variants, benchmark scores, and use-case tags.

Best models for this GPU
AMD RX 7700 XT

Top-ranked open-source models that fit in 12.0GB.

FAQ

Can the AMD RX 7700 XT run DeepSeek R1 Distill Qwen 14B?

Yes. The AMD RX 7700 XT's 12.0GB of VRAM is enough to run DeepSeek R1 Distill Qwen 14B at Q5_K_M quantization (11.5GB required).

What's the best quantization to use?

Q5_K_M is the highest-precision quantization that fits in your 12.0GB. It uses about 11.5GB of memory and 13.0GB recommended for comfortable inference.

What if I need more headroom for context length?

KV cache memory grows with context length. The numbers above assume a baseline 2K-4K context. For long-context use (32K+), add another 2-6GB depending on the model architecture.