Can the GeForce RTX 5060 run DeepSeek R1 Distill Qwen 14B?
Only with CPU offload at Q4_K_M.
DeepSeek R1 Distill Qwen 14B is 14.8B parameters. At Q4_K_M the weights are about 8.3 GiB; with the 1.5 GiB runtime reserve that is 9.8 GiB against the card's 8GB, about 1.8 GiB more than the card has.
All three quants
8GB card| Quant | Weights | With reserve | Verdict | Headroom |
|---|---|---|---|---|
| Q4_K_Mthe everyday quant | 8.3 GiB | 9.8 GiB | Only with CPU offload | short 1.8 GiB |
| Q8_0near-lossless | 14.6 GiB | 16.1 GiB | Does not fit | short 8.1 GiB |
| FP16full weights | 27.6 GiB | 29.1 GiB | Does not fit | short 21.1 GiB |
Verdict rules: fits comfortably when weights plus reserve sit within 85% of VRAM; tight when they fit with little left for context; CPU offload when they exceed VRAM by up to 2x (runs, slowly, with layers in system RAM); no beyond that. The KV cache per token depends on the model's architecture and is not modelled here.
Not this card. These fit it comfortably at Q4.
- GeForce RTX 5090 32GB · headroom 22.2 GiB
- GeForce RTX 3090 (used) 24GB · headroom 14.2 GiB
- GeForce RTX 4090 (used) 24GB · headroom 14.2 GiB
- Radeon RX 7900 XTX 24GB · headroom 14.2 GiB
What the GeForce RTX 5060 does run well → · DeepSeek R1 Distill Qwen 14B on every card →
About the model
DeepSeek R1 Distill Qwen 14B by DeepSeek: 131,072-token native context, text, released 2025 under the MIT. Model card →