Qwen 2.5 7B

Current

👁 huggingface
HuggingFace 👁 ollama
Ollama

12.7MDownloads1.4KLikesSep 2024Released131K tokensContextApache 2.0License62 GoodQuality

Qwen 2.5 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.

Get started

— copy & paste to run locally

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

Run

ollama run qwen2.5

Quick specs

Parameters7B

Architecturedense

Context131K tokens

Modalitytext

Min RAM2.7 GB

Rec. RAM4.3 GB (Q4_K_M)

LicenseApache 2.0

FamilyQwen

✓ Chat

About this model

Qwen2.5 is the latest series of Qwen large language models. For Qwen2.5, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters. Qwen2.5 brings the following improvements upon Qwen2:

•Significantly more knowledge and has greatly improved capabilities in coding and mathematics, thanks to our specialized expert models...
•Significant improvements in instruction following, generating long texts (over 8K tokens), understanding structured data (e.g,...
•Long-context Support: up to 128K tokens and can generate up to 8K tokens
•Multilingual support: for over 29 languages, including Chinese, English, French, Spanish, Portuguese, German, Italian, Russian, Japanese, Korean,...

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Your hardware

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👁 Intel

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Intel Arc A580 8GB~$179 — 64 tok/s

👁 NVIDIA

Best overallA

RTX 3080 10GB~$699 — 98 tok/s

Best hardware

Top picks for Qwen 2.5 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

Run this model

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

Quantization options

VRAM estimates by quant level

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 7B benchmark scores

Benchmark verified

Coding

SWE-bench Verified—

HumanEval+84.8%

Aider Polyglot—

LiveCodeBench28.7%

Reasoning

MMLU-Pro56.3%

GPQA Diamond36.4%

MATH-50075.5%

ARC Challenge—

General

Chatbot Arena—

IFEval71.2%

Source: official · 2024-09-19

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights4.3 GB

KV Cache0.9 GB

Runtime0.9 GB

Headroom0.6 GB

Frequently asked questions

URL: https://willitrunai.com/models/qwen-2.5-7b

⇱ Qwen 2.5 7B VRAM Requirements — GPU Compatibility

Qwen 2.5 7B

Top picks for Qwen 2.5 7B

VRAM estimates by quant level

Qwen 2.5 7B benchmark scores

Fit estimates across all hardware

Reference: RTX 2060 6GB

FAQ — Qwen 2.5 7B