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DeepSeek R1 Distill 7B

huggingfaceHuggingFaceollamaOllama
588.6KDownloads839LikesJan 2025Veröffentlicht33K TokenKontextMITLizenz42 BasisQualität

DeepSeek R1 Distill 7B (7B parameters) requires approximately 6.6 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 8 GB of VRAM.

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Copy-paste commands to run DeepSeek R1 Distill 7B on your machine.

Run

ollama run deepseek-r1:7b

Quick specs

Parameters7B
Architecturedense
Context33K tokens
Modalitytext
Min RAM2.7 GB
Rec. RAM4.3 GB (Q4_K_M)
LicenseMIT
FamilyDeepSeek
✓ Reasoning

About this model

DeepSeek R1 Distill Qwen 7B is a 7B-parameter reasoning model distilled from the larger DeepSeek-R1. Based on Qwen2.5-Math-7B and fine-tuned on 800K samples from DeepSeek-R1, it delivers strong reasoning with 92.8% on MATH-500 and 49.1 on GPQA Diamond while being far more efficient than the full 671B model.

  • •Distilled from DeepSeek-R1 (671B) into a compact 7B dense model
  • •92.8% on MATH-500, 49.1 on GPQA Diamond
  • •Full chain-of-thought reasoning with <think> tags
  • •MIT license for unrestricted commercial use

Verwandte Modelle

Deine Hardware

Erkennung...

Schnellauswahl

Intel
Bestes BudgetB
Intel Arc A580 8GB~$179 — 64 tok/s
NVIDIA
Beste GesamtwahlA
RTX 3080 10GB~$699 — 98 tok/s

Beste Hardware

Top-Empfehlungen für DeepSeek R1 Distill 7B

NVIDIA
RTX 3080 10GBA
10 GB
NVIDIA
RTX 2080 Ti 11GBA
11 GB
NVIDIA
GTX 1080 Ti 11GBA
11 GB
NVIDIA
RTX 3080 Ti 12GBA
12 GB
NVIDIA
RTX 4070 12GBA
12 GB

Dieses Modell ausführen

DeepSeek R1 Distill 7B on RTX 3080 10GBDeepSeek R1 Distill 7B on RTX 2080 Ti 11GBDeepSeek R1 Distill 7B on GTX 1080 Ti 11GB

Quantisierungsoptionen

VRAM-Schätzungen nach Quantisierungsstufe

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
2.7 GB
Low—
Q3_K_S
3
3.4 GB
Low—
NVFP4
4
3.9 GB
Medium—
Q4_K_M
4
4.3 GB
Medium—
Q5_K_M
5
5.0 GB
High—
Q6_K
6
5.7 GB
High—
Q8_0
8
7.5 GB
Very High—
F16
16
14.3 GB
Maximum—

Quality benchmarks

DeepSeek R1 Distill 7B benchmark scores

Benchmark verified

Coding

SWE-bench Verified—
HumanEval+—
Aider Polyglot—
LiveCodeBench37.6%

Reasoning

MMLU-Pro14.7%
GPQA Diamond49.1%
MATH-50092.8%
ARC Challenge—

General

Chatbot Arena—
IFEval40.4%

Source: official · 2025-01-20

Hardware-Kompatibilität

Eignungsschätzungen für alle Hardware

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Computing compatibility...

Speicheraufschlüsselung

Reference: RTX 2060 6GB

Weights4.3 GB
KV Cache0.9 GB
Runtime0.9 GB
Headroom0.6 GB

Häufig gestellte Fragen

FAQ — DeepSeek R1 Distill 7B

Siehe auch

QuantisierungsleitfadenBewertungsmethodikRechner öffnen