NVIDIA, open weights

StarCoder 2 7B

StarCoder 2 7B 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 7B category scores
  1. Coding 34.8
StarCoder 2 7B category ranks
CategoryScoreRankResults
Coding34.8—1

Sponsored placements are available on pages like this one. Advertise on Noometry

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 7B Coding benchmark results
BenchmarkScorePositionSettingSourceDate
BigCodeBench Complete27.7%#62 of 66, top 94%BigCodeBench2024-02-29
HumanEval+29.9%#41 of 45, top 92%EvalPlus

Reasoning

StarCoder 2 7B Reasoning benchmark results
BenchmarkScorePositionSettingSourceDate
Epoch Capabilities Index93.56#208 of 213, top 98%Epoch AI2024-02-20
WinoGrande57.1%#41 of 43, top 96%Epoch AI

Math

StarCoder 2 7B Math benchmark results
BenchmarkScorePositionSettingSourceDate
GSM8K32.7%#31 of 38, top 82%Epoch AI

Knowledge

StarCoder 2 7B Knowledge benchmark results
BenchmarkScorePositionSettingSourceDate
ARC (AI2) Challenge38.7%#36 of 39, top 93%Epoch AI
MMLU38.8%#75 of 81, top 93%Epoch AI

Compare StarCoder 2 7B

Other NVIDIA models

Frequently asked questions

How good is StarCoder 2 7B?

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

Is StarCoder 2 7B open source?

Yes. StarCoder 2 7B's weights are downloadable; check the license for commercial terms.