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DeepSeek R1

DeepSeek R1 requires multi-GPU or server hardware. Precise VRAM thresholds and benchmarks below.

0 Compatible GPUs
671B params
128K context
Javier Morales
Javier Morales AI hardware specialist — 8 years of experience
GitHub: github.com/javier-morales-ia

llama.cpp 0.2.x · CUDA 12 · ROCm 6 · updated monthly · methodology →

Execution Context

ARCHITECTURE TRANSFORMER
CONTEXT 128K TOKENS
QUANTIZATION 4-BIT GGUF
PROVIDER DeepSeek
LICENSE MIT
VRAM REQUIREMENT
403 GB
4GB 8GB 12GB 16GB 24GB+

How to run this model

Check if your GPU can run DeepSeek R1 →

VRAM Calculator — instant compatibility check

System Requirements

GPU VRAM 403 GB High-end GPU
System RAM 605 GB 64 GB or more
Storage 336 GB Q4 · SSD recommended
CPU Any modern CPU GPU required

VRAM by Quantization

Quantization VRAM needed Disk space Quality
FP16 (max quality) 1610 GB 1342 GB Maximum
Q8 (high quality) 805 GB 671 GB Near-lossless
Q4 (recommended) Best balance 403 GB 336 GB Recommended
Q2 (minimum) 201 GB 168 GB Quality loss

Model Details

Developer DeepSeek
Parameters 671B
Context window 128,000 tokens
License MIT
Use cases reasoning, chat, coding, analysis
Released 2025-01

Install with Ollama

ollama run deepseek-r1:671b

Hugging Face

deepseek-ai/DeepSeek-R1
View on HF →
Technical Requirements

Can your GPU run DeepSeek R1?

DeepSeek R1 requires <strong class="text-error">403 GB VRAM</strong>. No current consumer GPU has enough VRAM for local inference — consider distilled variants.

201GB Critical min
403GB Optimal Q4
805GB High Quality Q8
1610GB Max FP16

Hardware Performance Matrix

0 Q4 native · 0 offload

GPU Unit VRAM Compatibility Est. Speed Action
No compatible consumer GPU

DeepSeek R1 requires 403 GB VRAM (Q4)

No consumer GPU has enough VRAM for this model. Consider lighter alternatives or professional hardware.

Explore lighter models → View professional hardware →

DeepSeek R1 — Compatibility guide

DeepSeek R1 with 671B parameters only runs fully in multi-GPU or server configurations. Consider distilled versions if available. The VRAM calculator can help you find compatible alternatives.

Compatible Hardware

GPUs that run DeepSeek R1 at Q4 — sorted by AI performance score.

Real Benchmarks
No Paid Reviews
Data-driven

No consumer GPUs have enough VRAM for this model.

Consider distilled versions or Q2 quantization.

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More Practical Alternatives

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Not sure which GPU you need for DeepSeek R1?

The VRAM Calculator tells you exactly which quantization your hardware can handle.

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