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Gemma 3 27B

Name: Gemma 3 27B
Rating: 83 (64 reviews)
Author: Google

当前

HuggingFace

Ollama

1.3M下载量2.0K点赞Mar 2025发布日期131K tokens上下文Gemma许可证76 优秀质量

Gemma 3 27B (27B parameters) requires approximately 29.5 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 34 GB of VRAM.

快速开始

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Copy-paste commands to run Gemma 3 27B on your machine.

Run

ollama run gemma3

Quick specs

Parameters27B

Architecturedense

Context131K tokens

Modalitytext

Min RAM10.5 GB

Rec. RAM16.5 GB (Q4_K_M)

LicenseGemma

FamilyGemma

✓ Code✓ Chat

About this model

Gemma 3 27B is Google's flagship Gemma 3 model with 128K context and vision support. Delivers top-tier open model performance in reasoning, code, math, and multimodal understanding.

Gemma 3 27B 的最佳选择

RTX PRO 5000 Blackwell 48GBS

运行此模型

Gemma 3 27B on RTX PRO 5000 Blackwell 48GB Gemma 3 27B on NVIDIA A100 40GB Gemma 3 27B on RTX 6000 Ada 48GB

量化选项

各量化级别的 VRAM 估算

No hardware detected — fit column shows raw VRAM estimates

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	10.5 GB	Low	—
Q3_K_S	3	13.2 GB	Low	—
NVFP4	4	15.1 GB	Medium	—
Q4_K_M	4	16.5 GB	Medium	—
Q5_K_M	5	19.4 GB	High	—
Q6_K	6	22.1 GB	High	—
Q8_0	8	28.9 GB	Very High	—
F16	16	55.4 GB	Maximum	—

Quality benchmarks

Gemma 3 27B benchmark scores

Benchmark verified

Coding

SWE-bench Verified—

HumanEval+87.8%

Aider Polyglot—

LiveCodeBench29.7%

Reasoning

MMLU-Pro67.5%

GPQA Diamond42.4%

MATH-50089.0%

ARC Challenge—

General

Chatbot Arena—

IFEval90.4%

Source: official · 2025-03-12

硬件兼容性

全部硬件的适配估算

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Computing compatibility...

内存详细分析

Reference: RTX 2060 6GB

Weights16.5 GB

KV Cache11.2 GB

Runtime1.2 GB

Headroom0.6 GB

常见问题

FAQ — Gemma 3 27B

另请参阅

量化指南评分方法打开计算器