Will It Run AI

AlibabaAlibaba

Qwen 2.5 3B

Actual
Sep 2024Publicado131K tokensContextoApache 2.0Licencia46 BásicoCalidad

Qwen 2.5 3B (3B parameters) requires approximately 5.8 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 7 GB of VRAM.

Comenzar

— copia y pega para ejecutar en local

Copy-paste commands to run Qwen 2.5 3B on your machine.

Run

ollama run qwen2.5:3b

Quick specs

Parameters3B
Architecturedense
Context131K tokens
Modalitytext
Min RAM1.2 GB
Rec. RAM1.8 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
Chat

About this model

Qwen 2.5 3B provides a good balance of capability and efficiency, suitable for laptops and entry-level GPUs.

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Opciones de cuantización

Estimaciones de VRAM por nivel de cuantización

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
1.2 GB
Low
Q3_K_S
3
1.5 GB
Low
NVFP4
4
1.7 GB
Medium
Q4_K_M
4
1.8 GB
Medium
Q5_K_M
5
2.2 GB
High
Q6_K
6
2.5 GB
High
Q8_0
8
3.2 GB
Very High
F16
16
6.1 GB
Maximum

Quality benchmarks

Qwen 2.5 3B benchmark scores

Benchmark verified

Coding

SWE-bench Verified
HumanEval+74.4%
Aider Polyglot
LiveCodeBench

Reasoning

MMLU-Pro43.7%
GPQA Diamond30.3%
MATH-50065.9%
ARC Challenge

General

Chatbot Arena
IFEval58.2%

Source: official · 2024-09-19

Compatibilidad de hardware

Estimaciones de encaje en todo el hardware

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Computing compatibility...

Desglose de memoria

Reference: RTX 2060 6GB

Weights1.8 GB
KV Cache2.2 GB
Runtime1.2 GB
Headroom0.6 GB

Preguntas frecuentes

FAQ — Qwen 2.5 3B

Ver también