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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.

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

15
general
5
coding
20
reasoning
13
science估算
0
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
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
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 分類評分

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

定價

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速度

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

可用提供商

(LS 內部計價單位)

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外部連結