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Gemma 3n E2B Instruct

GoogleGemma開源權重Gemma · 商用許可

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.

發布日期
2025-06-26
參數規模
1.9B
上下文長度
支援模態

能力雷達圖

12
general
9
coding
20
reasoning
13
science估算
17
agents
0
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
程式碼能力榜475
4.0
AA
通用能力榜503
10.0
AA
數學推理300
21.0
AA
推理能力46
72.0
LS
科學能力499
10.0
AA

基準測試分數 (LLM Stats)

Biology

GPQA24.8%自報

Code

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

Creativity

Social IQa48.8%自報

Finance

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

General

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

Language

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

Math

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

Reasoning

HellaSwag72.2%自報

AA 評測指數

Math Index
10.3
Intelligence Index
1.0
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 分類評分

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

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