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Gemma 2 9B

GoogleGemmaOpen WeightGemma · Commercial OK

Description

Gemma 2 9B IT is an instruction-tuned version of Google's Gemma 2 9B base model. It was trained on 8 trillion tokens of web data, code, and math content. The model features sliding window attention, logit soft-capping, and knowledge distillation techniques. It's optimized for dialogue applications through supervised fine-tuning, distillation, RLHF, and model merging using WARP.

Release Date
2024-06-27
Parameters
9.2B
Context Length
Modalities

Capability Radar

60
general
40
coding
60
reasoning
68
scienceest.
54
agents
0
multimodal

Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.

Rankings

No ranking data available

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Code

HumanEvalOpenAI (2021)40.2%SR

Creativity

Social IQa53.4%SR

Finance

MMLU71.3%SR

General

ARC-E88.0%SR
PIQA81.7%SR
TriviaQA76.6%SR
ARC-C68.4%SR
AGIEval52.8%SR
MBPP0.52 / 100SR
Natural Questions29.2%SR

Language

BoolQ84.2%SR
Winogrande80.6%SR
BIG-Bench68.2%SR

Math

GSM8k68.6%SR
MATH36.6%SR

Reasoning

HellaSwagAI2 (2019)81.9%SR

AA Evaluation Indices

(Artificial Analysis)

No AA evaluation data available

LLM Stats Category Scores

(LLM Stats (zeroeval))
Language
80
Physics
80
Finance
70
Healthcare
70
Legal
60
Math
60
Reasoning
60
General
60
Psychology
50
Creativity
50
Code
40
Search
30

Pricing

No pricing data available

Speed

No speed data available

Provider Price Ranking

No provider data available

External Sources