Alibaba

Qwen 2.5 Coder 7B

Name: Qwen 2.5 Coder 7B
Rating: 69 (193 reviews)
Author: Alibaba

Actual

HuggingFace

Ollama

2.3MDescargas713Me gustaSep 2024Publicado131K tokensContextoApache 2.0Licencia48 BásicoCalidad

Qwen 2.5 Coder 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.

Comenzar

— copia y pega para ejecutar en local

Copy-paste commands to run Qwen 2.5 Coder 7B on your machine.

Run

ollama run qwen2.5-coder:7b

Quick specs

Parameters7B

Architecturedense

Context131K tokens

Modalitytext

Min RAM2.7 GB

Rec. RAM4.3 GB (Q4_K_M)

LicenseApache 2.0

FamilyQwen

✓ Code

About this model

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). As of now, Qwen2.5-Coder has covered six mainstream model sizes, 0.5, 1.5, 3, 7, 14, 32 billion parameters, to meet the needs of different developers. Qwen2.5-Coder brings the following improvements upon CodeQwen1.5:

•Significantly improvements in code generation, code reasoning and code fixing. Base on the strong Qwen2.5, we scale up the training...
•A more comprehensive foundation for real-world applications such as Code Agents. Not only enhancing coding capabilities but also maintaining...
•Long-context Support: up to 128K tokens

Modelos relacionados

Selecciones rápidas

Mejor económicoA

Intel Arc A580 8GB~$179 — 64 tok/s

Mejor en generalA

RTX 3080 10GB~$699 — 98 tok/s

Mejor hardware

Mejores opciones para Qwen 2.5 Coder 7B

Ejecutar este modelo

Qwen 2.5 Coder 7B on RTX 3080 10GB Qwen 2.5 Coder 7B on RTX 2080 Ti 11GB Qwen 2.5 Coder 7B on GTX 1080 Ti 11GB

Opciones de cuantización

Estimaciones de VRAM por nivel de cuantización

No hardware detected — fit column shows raw VRAM estimates

Quant	Bits	VRAM	Quality	Fit
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

Qwen 2.5 Coder 7B benchmark scores

Benchmark verified

Coding

SWE-bench Verified22.0%

HumanEval+84.1%

Aider Polyglot—

LiveCodeBench37.6%

Reasoning

MMLU-Pro45.6%

GPQA Diamond35.6%

MATH-50066.8%

ARC Challenge—

General

Chatbot Arena—

IFEval58.6%

Source: official · 2024-11-12

Compatibilidad de hardware

Estimaciones de encaje en todo el hardware

Abrir calculadora

Computing compatibility...

Desglose de memoria

Reference: RTX 2060 6GB

Weights4.3 GB

KV Cache0.9 GB

Runtime0.9 GB

Headroom0.6 GB

Preguntas frecuentes

FAQ — Qwen 2.5 Coder 7B

Ver también

Guía de cuantización Metodología de puntuación Abrir calculadora