Benchmark Almanac

StarCoder 2 15B

StarCoder 2 15B.

Hugging Face Released 20 Feb 2024
6
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Hugging Face Feb 2024

StarCoder 2 15B

Open weights

104.9 #239 of 271
Epoch Capabilities Index

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
MMLU 64.1% #74 of 127 Epoch AI
ARC-Challenge 47.2% #50 of 75 Epoch AI
WinoGrande 64.3% #62 of 76 Epoch AI

Math and science

BenchmarkScoreRankSource
GSM8K 57.7% #30 of 82 Epoch AI

Coding

BenchmarkScoreRankSource
CRUXEval 47.1% #5 of 11 Official leaderboard
HumanEval+ 37.8% #35 of 46 Official leaderboard

Hugging Face's models over time

Hugging Face's models in color, against every other model on the Epoch Capabilities Index, by release date.

50 75 100 125 150 175 2023 2024 2025 2026 2027 StarCoder 2 3B StarCoder 2 15B 50 75 100 125 150 175 2023 2024 2025 2026 2027 StarCoder 2 3B StarCoder 2 15B