FITMYLLM·AUGUST 17, 2026·OPEN METHODOLOGY · COMMUNITY BENCHMARKS

LIVE·UPDATED DAILY

Independent benchmarks for self-hosted AI infrastructure.

▸Privacy Shield

Alibaba/Dense

Qwen2.5-VL-3B

license_link: https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE pipeline_tag: image-text-to-text

chattool_usevision

3.8B

Parameters

125K

Context length

8

Benchmarks

6

Quantizations

4.3M

HF downloads

Architecture

Dense

Released

2025-01-26

Layers

36

KV Heads

2

Head Dim

128

Family

qwen

Quantization Options

Context length:

Quant	Bits	VRAM @ 16K	Quality
Q4_K_M	4.89	3.2 GB 2.8 + 0.4 KV	good
Q5_K_S	5.57	3.6 GB 3.1 + 0.4 KV	good
Q5_K_M	5.7	3.6 GB 3.2 + 0.4 KV	good
Q6_K	6.56	4.0 GB 3.6 + 0.4 KV	excellent
Q8_0	8.5	4.9 GB 4.5 + 0.4 KV	lossless
FP16	16	8.5 GB 8.1 + 0.4 KV	lossless

Select your GPU above to see speed estimates and compatibility for each quantization.

Deploying for a team or in production? Size GPUs, cost & scaling in Enterprise →

▸ READY TO RUN THIS?RENT BY THE HOUR

RENT A GPU AND RUN QWEN2.5-VL-3B NOW

Rent on Vast.ai →Or RunPod →

Spin up an A100 / H100 / 4090 in ~60s. Pay by the second. Cancel anytime.

Community Ratings

Loading ratings...

Benchmarks (8)

MMBench77.6

MMMU53.1

IFEval26.9

MMLU-PRO24.5

BBH24.3

MATH14.8

MUSR11.8

GPQA6.4

Run this model

▸Easiest way to get started·Beginners

curl -fsSL https://ollama.com/install.sh | sh

$ollama run qwen2.5:3.8b

Tag may need adjustment — check ollama.com/library/qwen2.5 for available tags.

▸ SETUP GUIDE

>_

Auto-setup with fitmyllm CLI

Detects your GPU, recommends the best model, downloads it, and starts chatting — zero config. Benchmarks your speed and contributes anonymous data to improve predictions.

pip install fitmyllmthen run fitmyllmLearn more

Auto-detect GPULive tok/s in chatSpeed benchmarks9 inference engines

HuggingFace Ollama Library GGUF Downloads Build Hardware

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

NVIDIA Tesla C2050

3 GB VRAM • 144 GB/s

NVIDIA

NVIDIA Tesla M2050

3 GB VRAM • 148 GB/s

NVIDIA

NVIDIA Tesla S2050

3 GB VRAM • 148 GB/s

NVIDIA

NVIDIA GeForce GTX 670MX

3 GB VRAM • 67 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Boost

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Monica BIOS 1

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Monica BIOS 2

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7970

3 GB VRAM • 264 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7970 GHz Edition

3 GB VRAM • 288 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7970 X2

3 GB VRAM • 264 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 770M

3 GB VRAM • 96 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 780

3 GB VRAM • 288 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 780 Rev. 2

3 GB VRAM • 288 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 780 Ti

3 GB VRAM • 337 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Mac Edition

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7990

3 GB VRAM • 288 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 8950 OEM

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 8970 OEM

3 GB VRAM • 264 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 8990 OEM

3 GB VRAM • 288 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 870M

3 GB VRAM • 120 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon R9 280

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1060 3 GB

3 GB VRAM • 192 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1060 3 GB GP104

3 GB VRAM • 192 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA P106-090

3 GB VRAM • 192 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1050 3 GB

3 GB VRAM • 84 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 5300M

3 GB VRAM • 168 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 5300 OEM

3 GB VRAM • 168 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GT 555M 3 GB

3 GB VRAM • 43.2 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD FirePro S10000

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

Find the best GPU for Qwen2.5-VL-3B

Build Hardware for Qwen2.5-VL-3B

Model Card

View on HuggingFace

license_link: https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE pipeline_tag: image-text-to-text

▸ SPEC SHEET

Qwen2.5-VL-3B — 3.8B Dense.

▸ SPECIFICATIONS

PARAMETERS: 3.8B
ARCHITECTURE: Dense Transformer
CONTEXT LENGTH: 125K tokens
CAPABILITIES: chat, tool_use, vision
RELEASE DATE: 2025-01-26
PROVIDER: Alibaba
FAMILY: qwen

▸ VRAM REQUIREMENTS

QUANT	BPW	VRAM	QUALITY
Q4_K_M	4.89	2.8 GB	94%
Q5_K_S	5.57	3.1 GB	96%
Q5_K_M	5.7	3.2 GB	96%
Q6_K	6.56	3.6 GB	97%
Q8_0	8.5	4.5 GB	100%
FP16	16	8.1 GB	100%

§ 01BENCHMARK SCORES

MMLU-PRO24.5

MATH14.8

IFEval26.9

BBH24.3

MMMU53.1

GPQA6.4

MUSR11.8

MMBench77.6

§ 02RUN COMMAND

Run Qwen2.5-VL-3B locally with Ollama — needs 2.8 GB VRAM at Q4_K_M:

$ollama run qwen2.5:3.8b

§ 03COMPATIBLE GPUs

30 @ Q4_K_M

NVIDIA Tesla C2050

3 GB · 144 GB/s

NVIDIA Tesla M2050

3 GB · 148 GB/s

NVIDIA Tesla S2050

3 GB · 148 GB/s

NVIDIA GeForce GTX 670MX

3 GB · 67 GB/s

AMD Radeon HD 7950

3 GB · 240 GB/s

AMD Radeon HD 7950 Boost

3 GB · 240 GB/s

AMD Radeon HD 7950 Monica BIOS 1

3 GB · 240 GB/s

AMD Radeon HD 7950 Monica BIOS 2

3 GB · 240 GB/s

AMD Radeon HD 7970

3 GB · 264 GB/s

AMD Radeon HD 7970 GHz Edition

3 GB · 288 GB/s

AMD Radeon HD 7970 X2

3 GB · 264 GB/s

NVIDIA GeForce GTX 770M

3 GB · 96 GB/s

NVIDIA GeForce GTX 780

3 GB · 288 GB/s

NVIDIA GeForce GTX 780 Rev. 2

3 GB · 288 GB/s

NVIDIA GeForce GTX 780 Ti

3 GB · 337 GB/s