NVIDIA, open weights

StarCoder 2 15B

StarCoder 2 15B by NVIDIA has 7 published benchmark results on Noometry, not yet enough to be ranked.

Last verified

Specifications

Noometry rank
Unranked
Index score
Not ranked
Evidence
Sparse 7 results
Provider
NVIDIA
Released
February 20, 2024
Weights
Open weights
Reasoning
Unknown
Context window
—
Max output
—
Input price
Not listed
Output price
Not listed
Blended price
Not listed
Output speed
Not measured
Value
Not ranked
Knowledge cutoff
Unknown

Category scores

Each category score combines every public result we have in that category.

StarCoder 2 15B category scores
  1. Coding 36.6
StarCoder 2 15B category ranks
CategoryScoreRankResults
Coding36.6—1

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Benchmark results

Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.

Coding

StarCoder 2 15B Coding benchmark results
BenchmarkScorePositionSettingSourceDate
BigCodeBench Complete38.4%#55 of 66, top 84%BigCodeBench2024-02-29
HumanEval+37.8%#38 of 45, top 85%EvalPlus

Reasoning

StarCoder 2 15B Reasoning benchmark results
BenchmarkScorePositionSettingSourceDate
Epoch Capabilities Index105#198 of 213, top 93%Epoch AI2024-02-20
WinoGrande64.3%#36 of 43, top 84%Epoch AI

Math

StarCoder 2 15B Math benchmark results
BenchmarkScorePositionSettingSourceDate
GSM8K57.7%#18 of 38, top 48%Epoch AI

Knowledge

StarCoder 2 15B Knowledge benchmark results
BenchmarkScorePositionSettingSourceDate
ARC (AI2) Challenge47.2%#30 of 39, top 77%Epoch AI
MMLU64.1%#56 of 81, top 70%Epoch AI

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Frequently asked questions

How good is StarCoder 2 15B?

StarCoder 2 15B by NVIDIA has 7 published benchmark results on Noometry, not yet enough to be ranked.

Is StarCoder 2 15B open source?

Yes. StarCoder 2 15B's weights are downloadable; check the license for commercial terms.