DeepSeek-R1-Distill-Qwen-32B VRAM Calculator

Official DeepSeek-R1-Distill-Qwen-32B model by DeepSeek. Calculate hardware limits, context VRAM usage, and local inference requirements.

LLM (Language Model)Developer: DeepSeek

Recommended GPU: RTX 3090 24GB / RTX 4090 24GB

Your GPU VRAM12 GB

Quantization

Active Context Length16,384 tokens

Estimated Total VRAM

24.5GB

VRAM Usage Ratio100% (24.5 / 12 GB)

Memory Allocation Breakdown

Model Weights19.2 GB

KV Cache4 GB

CUDA Runtime1.3 GB

⚠️ CUDA Out of Memory Warning

+12.5 GB exceeds your GPU limit. This configuration will trigger CUDA OOM or heavy memory swapping.