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Gemma 3n E2B Instruct

GoogleGemmaOpen WeightGemma · Commercial OK

描述

Gemma 3n is a generative AI model optimized for use in everyday devices, such as phones, laptops, and tablets. It features innovations like Per-Layer Embedding (PLE) parameter caching and a MatFormer model architecture for reduced compute and memory. These models handle audio, text, and visual data, though this E4B preview currently supports text and vision input. Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models, and is licensed for responsible commercial use.

发布日期
2025-06-26
参数规模
1.9B
上下文长度
支持模态

能力雷达图

15
general
5
coding
20
reasoning
13
science估算
0
agents
0
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
代码能力榜458
4.0
AA
通用能力榜489
10.0
AA
数学推理301
21.0
AA
推理能力42
72.0
LS
科学能力475
10.0
AA

基准测试分数 (LLM Stats)

Biology

GPQA24.8%自报

Code

HumanEval66.5%自报
LiveCodeBench13.2%自报
Codegolf v2.211.0%自报

Creativity

Social IQa48.8%自报

Finance

MMLU60.1%自报
MMLU-Pro40.5%自报
MMLU-ProX8.1%自报

General

PIQA78.9%自报
ARC-E75.8%自报
TriviaQA60.8%自报
Global-MMLU-Lite59.0%自报
MBPP0.57 / 100自报
Global-MMLU55.1%自报
ARC-C51.7%自报
Include38.6%自报
LiveCodeBench v518.6%自报
Natural Questions15.5%自报

Language

BoolQ76.4%自报
Winogrande66.8%自报
BIG-Bench Hard44.3%自报
WMT24++42.7%自报
ECLeKTic2.5%自报

Math

DROP53.9%自报
MGSM53.1%自报
HiddenMath27.7%自报
AIME 20256.7%自报

Reasoning

HellaSwag72.2%自报

AA 评测指数

Math Index
10.3
Intelligence Index
4.8
Coding Index
2.2
Math 500
0.7
Mmlu Pro
0.4
Gpqa
0.2
Ifbench
0.2
Aime 25
0.1
Livecodebench
0.1
Aime
0.1
Scicode
0.1
Hle
0.0
Terminalbench Hard
0.0
Lcr
0.0
Tau2
0.0

LLM Stats 分类评分

Creativity
50
Language
50
Physics
50
Psychology
50
Reasoning
50
Finance
40
General
40
Healthcare
40
Legal
40
Math
40
Code
30
Biology
20
Chemistry
20
Search
20

定价

输入价格免费
输出价格免费
混合价格(3:1)免费

速度

Tokens/秒60.3 tokens/s
首Token延迟0.46s
首回答延迟0.46s

可用提供商

(LS 内部计价单位)

暂无提供商数据

外部链接