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Gemma 3n E2B Instruct

GoogleGemmaOpen WeightGemma · Commercial OK

Description

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.

Date de sortie
2025-06-26
Paramètres
1.9B
Longueur du contexte
Modalités

Radar de capacités

15
general
5
coding
20
reasoning
13
scienceest.
0
agents
0
multimodal

Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.

Classements

Domaine#RangScoreSource
Code Ranking458
4.0
AA
General Ranking489
10.0
AA
Math Reasoning301
21.0
AA
Reasoning42
72.0
LS
Science475
10.0
AA

Scores de benchmarks (LLM Stats)

Biology

GPQA24.8%Aut.

Code

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

Creativity

Social IQa48.8%Aut.

Finance

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

General

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

Language

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

Math

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

Reasoning

HellaSwag72.2%Aut.

Indices d'évaluation AA

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

Scores par catégorie LLM Stats

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

Tarification

Prix d'entréeGratuit
Prix de sortieGratuit
Prix mixte (3:1)Gratuit

Vitesse

Tokens/sec60.3 tokens/s
Délai du premier token0.46s
Temps de réponse0.46s

Fournisseurs disponibles

(Unités internes LS)

Aucune donnée de fournisseur disponible

Sources externes