Can a NVIDIA GeForce RTX 3070 run DeepSeek-R1 Distill Qwen (14B)?
NVIDIA GeForce RTX 3070 has 8GB VRAM. Here's exactly whichprecision (FP16, FP8, GGUF)of DeepSeek-R1 Distill Qwen (14B) fits and how smoothly it runs.
Runs with trade-offs
The NVIDIA GeForce RTX 3070 can run DeepSeek-R1 Distill Qwen (14B), but you'll need to use the Q4_K_M (4-bit Recommended) variant (~9.0GB) and may need to offload parts of the model.
9.0GB
smallest fit on this GPU
Run it locally
NVIDIA GeForce RTX 3070 (8GB) · ~$399 is a solid fit for DeepSeek-R1 Distill Qwen (14B).
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DeepSeek-R1 Distill Qwen (14B) variants on the NVIDIA GeForce RTX 3070
| Variant | Precision | Size | Total VRAM needed | Headroom | Fits? |
|---|---|---|---|---|---|
| Q4_K_M (4-bit Recommended)REC | q4_k_m | 9.0GB | 9.0GB | -1.0GB | ⚠ Tight |
| Q8_0 (8-bit GGUF) | q8_0 | 16.8GB | 16.8GB | -8.8GB | ✗ OOM |
| FP16 (Uncompressed) | fp16 | 31.6GB | 31.6GB | -23.6GB | ✗ OOM |
"Total VRAM needed" = variant size + 0.0GB estimated text-encoder/VAE overhead. Headroom = GPU VRAM (8GB) − total needed. Green ≥ 1.5GB headroom; Red ≤ −2GB (will OOM).
NVIDIA GeForce RTX 3070 at a glance
VRAM
8GB
Est. price
$399
Best for
29.4GB DeepSeek-R1 Distill Qwen (14B) and lighter
Other models on the NVIDIA GeForce RTX 3070
FLUX.1 DevFLUX.1 SchnellStable Diffusion XL (SDXL)Stable Diffusion 1.5Stable Diffusion 3 (SD3)Hunyuan VideoWan 2.1 VideoPony DiffusionLlama 3.2 (1B)Llama 3.2 (3B)Llama 3 / 3.1 (8B)DeepSeek-R1 Distill Qwen (7B)
Other GPUs for DeepSeek-R1 Distill Qwen (14B)
NVIDIA GeForce RTX 3060 (12GB)NVIDIA GeForce RTX 4060 (8GB)NVIDIA GeForce RTX 4070 (12GB)NVIDIA GeForce RTX 4070 Ti (12GB)NVIDIA GeForce RTX 4080 (16GB)NVIDIA GeForce RTX 4090 (24GB)NVIDIA GeForce RTX 3080 (10GB)NVIDIA GeForce RTX 3090 (24GB)NVIDIA GeForce RTX 4060 Ti (16GB) (16GB)NVIDIA GeForce GTX 1650 (4GB)NVIDIA GeForce RTX 3050 (8GB)Apple MacBook Pro (M3 Max) (36GB)