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URL: https://willitrunai.com/models/qwen-2.5-0.5b

โ‡ฑ Qwen 2.5 0.5B VRAM Requirements โ€” GPU Compatibility


๐Ÿ‘ Alibaba
Alibaba

Qwen 2.5 0.5B

Current
๐Ÿ‘ huggingface
HuggingFace๐Ÿ‘ ollama
Ollama
Sep 2024Released131K tokensContextApache 2.0License10 EntryQuality

Qwen 2.5 0.5B (0.5B parameters) requires approximately 2.3 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 3 GB of VRAM.

Get started

โ€” copy & paste to run locally

Copy-paste commands to run Qwen 2.5 0.5B on your machine.

Run

ollama run qwen2.5:0.5b

Quick specs

Parameters0.5B
Architecturedense
Context131K tokens
Modalitytext
Min RAM0.2 GB
Rec. RAM0.3 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
โœ“ Chat

About this model

Qwen 2.5 0.5B is an ultra-lightweight model for edge and IoT deployment, offering basic chat capability at minimal resource cost.

Related models

Your hardware

Detecting...

Quick picks

๐Ÿ‘ Intel
Best budgetC
Intel Arc A380 6GB~$139 โ€” 7 tok/s
๐Ÿ‘ NVIDIA
Best overallC
GTX 1650 4GB~$149 โ€” 7 tok/s

Best hardware

Top picks for Qwen 2.5 0.5B

GTX 1650 4GBC
4 GB
RTX 3050 Ti Laptop 4GBC
4 GB
Intel Arc A370M 4GBC
4 GB
RTX 2060 6GBC
6 GB
RTX 4050 Laptop 6GBC
6 GB

Run this model

Qwen 2.5 0.5B on GTX 1650 4GBQwen 2.5 0.5B on RTX 3050 Ti Laptop 4GBQwen 2.5 0.5B on Intel Arc A370M 4GB

Quantization options

VRAM estimates by quant level

No hardware detected โ€” fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
0.2 GB
Lowโ€”
Q3_K_S
3
0.2 GB
Lowโ€”
NVFP4
4
0.3 GB
Mediumโ€”
Q4_K_M
4
0.3 GB
Mediumโ€”
Q5_K_M
5
0.4 GB
Highโ€”
Q6_K
6
0.4 GB
Highโ€”
Q8_0
8
0.5 GB
Very Highโ€”
F16
16
1.0 GB
Maximumโ€”

Quality benchmarks

Qwen 2.5 0.5B benchmark scores

Benchmark verified

Reasoning

MMLU-Pro15.0%
GPQA Diamond29.8%
MATH-50034.4%
ARC Challengeโ€”

General

Chatbot Arenaโ€”
IFEval27.9%

Source: official ยท 2024-09-16

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights0.3 GB
KV Cache0.2 GB
Runtime1.2 GB
Headroom0.6 GB

Frequently asked questions

FAQ โ€” Qwen 2.5 0.5B

See also

Quantization GuideScoring MethodologyVRAM Calculator