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Gemma 3n E4B

by Google · gemma-3 family

4B

parameters

text-generation reasoning multilingual vision

Gemma 3n E4B is Google's efficient 4B-parameter multimodal model from the Gemma 3n family, designed for on-device and edge deployment. It supports both text and vision inputs, making it versatile for a wide range of tasks while maintaining a small footprint. Built with efficiency as a primary goal, the E4B variant delivers strong multilingual and reasoning capabilities in a package small enough to run on devices with limited memory, including smartphones and embedded systems.

Quick Start with Ollama

ollama run e4b-q4_K_M
Resources Ollama Hugging Face Official Page
Creator Google
Parameters 4B
Architecture transformer-decoder
Context 32K tokens
Released Sep 10, 2025
License Gemma Terms of Use
Ollama gemma3n:e4b

Quantization Options

Format File Size VRAM Required Quality Ollama Tag
Q4_K_M rec 2.5 GB 4.5 GB e4b-q4_K_M
Q8_0 4.2 GB 6.5 GB e4b-q8_0
F16 8 GB 11 GB e4b-fp16

Compatible Hardware

Q4_K_M requires 4.5 GB VRAM

Compatible Hardware

HardwareVRAMTypeFitEst. Speed
Mac Studio M4 Ultra 512GB512 GBmacRuns~182 tok/s
Mac Pro M2 Ultra 192GB192 GBmacRuns~178 tok/s
Mac Studio M4 Ultra 192GB192 GBmacRuns~182 tok/s
Mac Studio M4 Max 128GB128 GBmacRuns~121 tok/s
MacBook Pro M4 Max 128GB128 GBmacRuns~121 tok/s
MacBook Pro M5 Max 128GB128 GBmacRuns~121 tok/s
NVIDIA RTX PRO 6000 Blackwell96 GBgpuRuns~427 tok/s
MacBook Pro M3 Max 96GB96 GBmacRuns~89 tok/s
Mac mini M4 Pro 64GB64 GBmacRuns~61 tok/s
Mac Studio M4 Max 64GB64 GBmacRuns~121 tok/s
MacBook Pro M4 Max 64GB64 GBmacRuns~121 tok/s
MacBook Pro M5 Max 64GB64 GBmacRuns~121 tok/s
NVIDIA RTX 6000 Ada Generation48 GBgpuRuns~213 tok/s
NVIDIA RTX A600048 GBgpuRuns~171 tok/s
NVIDIA RTX PRO 5000 Blackwell48 GBgpuRuns~213 tok/s
Mac mini M4 Pro 48GB48 GBmacRuns~61 tok/s
MacBook Pro M3 Max 48GB48 GBmacRuns~89 tok/s
MacBook Pro M4 Pro 48GB48 GBmacRuns~61 tok/s
MacBook Pro M4 Max 48GB48 GBmacRuns~121 tok/s
MacBook Pro M5 Max 48GB48 GBmacRuns~91 tok/s
MacBook Pro M5 Pro 48GB48 GBmacRuns~61 tok/s
Mac Studio M4 Max 36GB36 GBmacRuns~121 tok/s
MacBook Pro M3 Pro 36GB36 GBmacRuns~33 tok/s
MacBook Pro M5 Max 36GB36 GBmacRuns~91 tok/s
NVIDIA RTX 5000 Ada Generation32 GBgpuRuns~160 tok/s
NVIDIA GeForce RTX 509032 GBgpuRuns~398 tok/s
iMac M4 32GB32 GBmacRuns~27 tok/s
Mac mini M4 32GB32 GBmacRuns~27 tok/s
MacBook Air M4 32GB32 GBmacRuns~27 tok/s
MacBook Air M5 32GB32 GBmacRuns~27 tok/s
MacBook Pro M5 32GB32 GBmacRuns~27 tok/s
AMD Radeon RX 7900 XTX24 GBgpuRuns~213 tok/s
NVIDIA GeForce RTX 3090 Ti24 GBgpuRuns~224 tok/s
NVIDIA GeForce RTX 309024 GBgpuRuns~208 tok/s
NVIDIA GeForce RTX 409024 GBgpuRuns~224 tok/s
NVIDIA RTX A500024 GBgpuRuns~171 tok/s
iMac M3 24GB24 GBmacRuns~22 tok/s
Mac mini M2 24GB24 GBmacRuns~22 tok/s
Mac mini M4 Pro 24GB24 GBmacRuns~61 tok/s
MacBook Air M2 24GB24 GBmacRuns~22 tok/s
MacBook Air M4 24GB24 GBmacRuns~27 tok/s
MacBook Air M5 24GB24 GBmacRuns~27 tok/s
MacBook Pro M4 Pro 24GB24 GBmacRuns~61 tok/s
MacBook Pro M5 24GB24 GBmacRuns~27 tok/s
MacBook Pro M5 Pro 24GB24 GBmacRuns~61 tok/s
AMD Radeon RX 7900 XT20 GBgpuRuns~178 tok/s
NVIDIA RTX 4000 Ada Generation20 GBgpuRuns~80 tok/s
MacBook Pro M3 Pro 18GB18 GBmacRuns~33 tok/s
AMD Radeon RX 6800 XT16 GBgpuRuns~114 tok/s
AMD Radeon RX 6900 XT16 GBgpuRuns~114 tok/s
AMD Radeon RX 7800 XT16 GBgpuRuns~139 tok/s
AMD Radeon RX 9060 XT 16GB16 GBgpuRuns~120 tok/s
AMD Radeon RX 9070 XT16 GBgpuRuns~144 tok/s
AMD Radeon RX 907016 GBgpuRuns~120 tok/s
Intel Arc A77016 GBgpuRuns~124 tok/s
NVIDIA GeForce RTX 4060 Ti 16GB16 GBgpuRuns~64 tok/s
NVIDIA GeForce RTX 4070 Ti Super16 GBgpuRuns~149 tok/s
NVIDIA GeForce RTX 4080 Super16 GBgpuRuns~164 tok/s
NVIDIA GeForce RTX 408016 GBgpuRuns~159 tok/s
NVIDIA GeForce RTX 5060 Ti 16GB16 GBgpuRuns~100 tok/s
NVIDIA GeForce RTX 5070 Ti16 GBgpuRuns~199 tok/s
NVIDIA GeForce RTX 508016 GBgpuRuns~213 tok/s
NVIDIA RTX A400016 GBgpuRuns~100 tok/s
iMac M1 16GB16 GBmacRuns~15 tok/s
iMac M4 16GB16 GBmacRuns~27 tok/s
Mac mini M1 16GB16 GBmacRuns~15 tok/s
Mac mini M4 16GB16 GBmacRuns~27 tok/s
MacBook Air M2 16GB16 GBmacRuns~22 tok/s
MacBook Air M3 16GB16 GBmacRuns~22 tok/s
MacBook Air M4 16GB16 GBmacRuns~27 tok/s
MacBook Air M5 16GB16 GBmacRuns~27 tok/s
MacBook Pro M1 16GB16 GBmacRuns~15 tok/s
MacBook Pro M2 Pro 16GB16 GBmacRuns~44 tok/s
MacBook Pro M5 16GB16 GBmacRuns~27 tok/s
AMD Radeon RX 6700 XT12 GBgpuRuns~85 tok/s
AMD Radeon RX 7700 XT12 GBgpuRuns~96 tok/s
Intel Arc B58012 GBgpuRuns~101 tok/s
NVIDIA GeForce RTX 3060 12GB12 GBgpuRuns~80 tok/s
NVIDIA GeForce RTX 3080 12GB12 GBgpuRuns~203 tok/s
NVIDIA GeForce RTX 4070 Super12 GBgpuRuns~112 tok/s
NVIDIA GeForce RTX 4070 Ti12 GBgpuRuns~112 tok/s
NVIDIA GeForce RTX 407012 GBgpuRuns~112 tok/s
NVIDIA GeForce RTX 507012 GBgpuRuns~149 tok/s
NVIDIA GeForce GTX 1080 Ti11 GBgpuRuns~108 tok/s
NVIDIA GeForce RTX 2080 Ti11 GBgpuRuns~137 tok/s
Intel Arc B57010 GBgpuRuns~84 tok/s
NVIDIA GeForce RTX 3080 10GB10 GBgpuRuns~169 tok/s
AMD Radeon RX 6600 XT8 GBgpuRuns~57 tok/s
AMD Radeon RX 76008 GBgpuRuns~64 tok/s
Intel Arc A7508 GBgpuRuns~114 tok/s
AMD Radeon RX 9060 XT 8GB8 GBgpuRuns~60 tok/s
NVIDIA GeForce GTX 10708 GBgpuRuns~57 tok/s
NVIDIA GeForce RTX 2060 Super8 GBgpuRuns~100 tok/s
NVIDIA GeForce RTX 2070 Super8 GBgpuRuns~100 tok/s
NVIDIA GeForce RTX 2080 Super8 GBgpuRuns~110 tok/s
NVIDIA GeForce RTX 30508 GBgpuRuns~50 tok/s
NVIDIA GeForce RTX 3060 Ti8 GBgpuRuns~100 tok/s
NVIDIA GeForce RTX 30708 GBgpuRuns~100 tok/s
NVIDIA GeForce RTX 40608 GBgpuRuns~60 tok/s
NVIDIA GeForce RTX 4060 Ti 8GB8 GBgpuRuns~64 tok/s
NVIDIA GeForce RTX 50508 GBgpuRuns~50 tok/s
NVIDIA GeForce RTX 5060 Ti 8GB8 GBgpuRuns~100 tok/s
NVIDIA GeForce RTX 50608 GBgpuRuns~75 tok/s
MacBook Air M1 8GB8 GBmacRuns~15 tok/s
MacBook Air M2 8GB8 GBmacRuns~22 tok/s
NVIDIA GeForce GTX 1660 Super6 GBgpuRuns~75 tok/s
NVIDIA GeForce RTX 20606 GBgpuRuns~75 tok/s