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DeepSeekDeepSeek

DeepSeek R1 Distill 70B

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Jan 2025Publicado131K tokensContextoMITLicença63 BomQualidade

DeepSeek R1 Distill 70B (70B parameters) requires approximately 49.1 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 57 GB of VRAM.

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— copie e cole para rodar localmente

Copy-paste commands to run DeepSeek R1 Distill 70B on your machine.

Run

ollama run deepseek-r1:70b

Quick specs

Parameters70B
Architecturedense
Context131K tokens
Modalitytext
Min RAM27.3 GB
Rec. RAM42.7 GB (Q4_K_M)
LicenseMIT
FamilyDeepSeek
Code Chat Reasoning

About this model

DeepSeek R1 Distill 70B is a distilled reasoning model based on Llama 70B, offering strong chain-of-thought reasoning at a practical size.

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Opções de quantização

Estimativas de VRAM por nível de quantização

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
27.3 GB
Low
Q3_K_S
3
34.3 GB
Low
NVFP4
4
39.2 GB
Medium
Q4_K_M
4
42.7 GB
Medium
Q5_K_M
5
50.4 GB
High
Q6_K
6
57.4 GB
High
Q8_0
8
74.9 GB
Very High
F16
16
143.5 GB
Maximum

Quality benchmarks

DeepSeek R1 Distill 70B benchmark scores

Benchmark verified

Coding

SWE-bench Verified
HumanEval+
Aider Polyglot
LiveCodeBench57.5%

Reasoning

MMLU-Pro41.6%
GPQA Diamond65.2%
MATH-50094.5%
ARC Challenge

General

Chatbot Arena
IFEval43.4%

Source: official · 2025-01-20

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

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Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights42.7 GB
KV Cache4.9 GB
Runtime0.9 GB
Headroom0.6 GB

Perguntas frequentes

FAQ — DeepSeek R1 Distill 70B

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