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Gemma 3 27B

by Google · gemma-3 family

27B

parameters

text-generation code-generation reasoning multilingual vision math creative-writing summarization

Gemma 3 27B is the flagship of the Gemma 3 family — a multimodal powerhouse that competes with models in the 65B+ class on many benchmarks. It supports 128K context and handles text, images, and complex reasoning tasks with high quality. At Q4 it needs about 20 GB VRAM, fitting well on a RTX 3090/4090 or a Mac with 24 GB+ unified memory. An excellent choice for users who want near-frontier performance from a single consumer GPU.

Quick Start with Ollama

ollama run 27b-it-q4_K_M
Resources Ollama Hugging Face Official Page
Creator Google
Parameters 27B
Architecture transformer-decoder
Context 128K tokens
Released Mar 12, 2025
License Gemma Terms of Use
Ollama gemma3:27b

Quantization Options

Format File Size VRAM Required Quality Ollama Tag
Q4_K_M rec 17 GB 20 GB 27b-it-q4_K_M
Q8_0 30 GB 34 GB 27b-it-q8_0
F16 55 GB 60 GB 27b-it-fp16

Compatible Hardware

Q4_K_M requires 20 GB VRAM

Compatible Hardware

HardwareVRAMTypeFitEst. Speed
Mac Studio M4 Ultra 512GB512 GBmacRuns~41 tok/s
Mac Pro M2 Ultra 192GB192 GBmacRuns~40 tok/s
Mac Studio M4 Ultra 192GB192 GBmacRuns~41 tok/s
Mac Studio M4 Max 128GB128 GBmacRuns~27 tok/s
MacBook Pro M4 Max 128GB128 GBmacRuns~27 tok/s
MacBook Pro M5 Max 128GB128 GBmacRuns~27 tok/s
NVIDIA RTX PRO 6000 Blackwell96 GBgpuRuns~96 tok/s
MacBook Pro M3 Max 96GB96 GBmacRuns~20 tok/s
Mac mini M4 Pro 64GB64 GBmacRuns~14 tok/s
Mac Studio M4 Max 64GB64 GBmacRuns~27 tok/s
MacBook Pro M4 Max 64GB64 GBmacRuns~27 tok/s
MacBook Pro M5 Max 64GB64 GBmacRuns~27 tok/s
NVIDIA RTX 6000 Ada Generation48 GBgpuRuns~48 tok/s
NVIDIA RTX A600048 GBgpuRuns~38 tok/s
NVIDIA RTX PRO 5000 Blackwell48 GBgpuRuns~48 tok/s
Mac mini M4 Pro 48GB48 GBmacRuns~14 tok/s
MacBook Pro M3 Max 48GB48 GBmacRuns~20 tok/s
MacBook Pro M4 Max 48GB48 GBmacRuns~27 tok/s
MacBook Pro M4 Pro 48GB48 GBmacRuns~14 tok/s
MacBook Pro M5 Max 48GB48 GBmacRuns~21 tok/s
MacBook Pro M5 Pro 48GB48 GBmacRuns~14 tok/s
Mac Studio M4 Max 36GB36 GBmacRuns~27 tok/s
MacBook Pro M3 Pro 36GB36 GBmacRuns~8 tok/s
MacBook Pro M5 Max 36GB36 GBmacRuns~21 tok/s
NVIDIA RTX 5000 Ada Generation32 GBgpuRuns~36 tok/s
NVIDIA GeForce RTX 509032 GBgpuRuns~90 tok/s
iMac M4 32GB32 GBmacRuns~6 tok/s
Mac mini M4 32GB32 GBmacRuns~6 tok/s
MacBook Air M4 32GB32 GBmacRuns~6 tok/s
MacBook Air M5 32GB32 GBmacRuns~6 tok/s
MacBook Pro M5 32GB32 GBmacRuns~6 tok/s
AMD Radeon RX 7900 XTX24 GBgpuRuns~48 tok/s
NVIDIA GeForce RTX 309024 GBgpuRuns~47 tok/s
NVIDIA GeForce RTX 3090 Ti24 GBgpuRuns~50 tok/s
NVIDIA GeForce RTX 409024 GBgpuRuns~50 tok/s
NVIDIA RTX A500024 GBgpuRuns~38 tok/s
iMac M3 24GB24 GBmacRuns~5 tok/s
Mac mini M2 24GB24 GBmacRuns~5 tok/s
Mac mini M4 Pro 24GB24 GBmacRuns~14 tok/s
MacBook Air M2 24GB24 GBmacRuns~5 tok/s
MacBook Air M4 24GB24 GBmacRuns~6 tok/s
MacBook Air M5 24GB24 GBmacRuns~6 tok/s
MacBook Pro M4 Pro 24GB24 GBmacRuns~14 tok/s
MacBook Pro M5 24GB24 GBmacRuns~6 tok/s
MacBook Pro M5 Pro 24GB24 GBmacRuns~14 tok/s
AMD Radeon RX 7900 XT20 GBgpuCPU Offload~12 tok/s
NVIDIA RTX 4000 Ada Generation20 GBgpuCPU Offload~5 tok/s
MacBook Pro M3 Pro 18GB18 GBmacCPU Offload~2 tok/s
AMD Radeon RX 6900 XT16 GBgpuCPU Offload~8 tok/s
AMD Radeon RX 6800 XT16 GBgpuCPU Offload~8 tok/s
AMD Radeon RX 7800 XT16 GBgpuCPU Offload~9 tok/s
AMD Radeon RX 9060 XT 16GB16 GBgpuCPU Offload~8 tok/s
AMD Radeon RX 9070 XT16 GBgpuCPU Offload~10 tok/s
AMD Radeon RX 907016 GBgpuCPU Offload~8 tok/s
Intel Arc A77016 GBgpuCPU Offload~8 tok/s
NVIDIA GeForce RTX 4060 Ti 16GB16 GBgpuCPU Offload~4 tok/s
NVIDIA GeForce RTX 4070 Ti Super16 GBgpuCPU Offload~10 tok/s
NVIDIA GeForce RTX 4080 Super16 GBgpuCPU Offload~11 tok/s
NVIDIA GeForce RTX 408016 GBgpuCPU Offload~11 tok/s
NVIDIA GeForce RTX 5060 Ti 16GB16 GBgpuCPU Offload~7 tok/s
NVIDIA GeForce RTX 5070 Ti16 GBgpuCPU Offload~14 tok/s
NVIDIA GeForce RTX 508016 GBgpuCPU Offload~14 tok/s
NVIDIA RTX A400016 GBgpuCPU Offload~7 tok/s
iMac M1 16GB16 GBmacCPU Offload~1 tok/s
iMac M4 16GB16 GBmacCPU Offload~2 tok/s
Mac mini M1 16GB16 GBmacCPU Offload~1 tok/s
Mac mini M4 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M2 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M3 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M4 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M5 16GB16 GBmacCPU Offload~2 tok/s
MacBook Pro M1 16GB16 GBmacCPU Offload~1 tok/s
MacBook Pro M2 Pro 16GB16 GBmacCPU Offload~3 tok/s
MacBook Pro M5 16GB16 GBmacCPU Offload~2 tok/s
33 hardware device(s) cannot run this model at Q4_K_M.

Benchmark Scores

78.5
mmlu