๐ DeepSeek
DeepSeek
DeepSeek R1 Distill 8B
Frontier305.5KDownloads866LikesJan 2025Released33K tokensContextMITLicense41 BasicQuality
DeepSeek R1 Distill 8B (8B parameters) requires approximately 8.6 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 10 GB of VRAM.
Get started
โ copy & paste to run locallyCopy-paste commands to run DeepSeek R1 Distill 8B on your machine.
Run
ollama run deepseek-r1:8bQuick specs
Parameters8B
Architecturedense
Context33K tokens
Modalitytext
Min RAM3.1 GB
Rec. RAM4.9 GB (Q4_K_M)
LicenseMIT
FamilyDeepSeek
โ Chatโ Reasoning
About this model
- โขWe directly apply reinforcement learning (RL) to the base model without relying on supervised fine-tuning (SFT) as a preliminary step. This...
- โขWe introduce our pipeline to develop DeepSeek-R1. The pipeline incorporates two RL stages aimed at discovering improved reasoning patterns and...
Related models
Your hardware
Detecting...
Quick picks
๐ Intel
๐ NVIDIA
Best budgetB
Intel Arc B570 10GB~$219 โ 45 tok/sBest overallA
RTX 3080 Ti 12GB~$1,199 โ 112 tok/sBest hardware
Top picks for DeepSeek R1 Distill 8B
Run this model
Quantization options
VRAM estimates by quant level
No hardware detected โ fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 3.1 GB | Low | โ |
Q3_K_S | 3 | 3.9 GB | Low | โ |
NVFP4 | 4 | 4.5 GB | Medium | โ |
Q4_K_M | 4 | 4.9 GB | Medium | โ |
Q5_K_M | 5 | 5.8 GB | High | โ |
Q6_K | 6 | 6.6 GB | High | โ |
Q8_0 | 8 | 8.6 GB | Very High | โ |
F16 | 16 | 16.4 GB | Maximum | โ |
Quality benchmarks
DeepSeek R1 Distill 8B benchmark scores
Coding
SWE-bench Verifiedโ
HumanEval+โ
Aider Polyglotโ
LiveCodeBench39.6%
Reasoning
MMLU-Pro12.1%
GPQA Diamond49.0%
MATH-50089.1%
ARC Challengeโ
General
Chatbot Arenaโ
IFEval37.8%
Source: official ยท 2025-01-20
Hardware compatibility
Fit estimates across all hardware
Computing compatibility...
Memory breakdown
Reference: RTX 2060 6GB
Weights4.9 GB
KV Cache2.0 GB
Runtime1.2 GB
Headroom0.6 GB
Frequently asked questions
FAQ โ DeepSeek R1 Distill 8B
See also
