StarCoder 2 3B
StarCoder 2 3B.
Hugging Face Released 22 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 3B
Open weights
88.7
#267 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
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MMLU | 36.6% | #114 of 127 | Epoch AI | |
| ARC-Challenge | 34.2% | #70 of 75 | Epoch AI | |
| WinoGrande | 57.1% | #72 of 76 | Epoch AI |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| GSM8K | 21.6% | #61 of 82 | Epoch AI |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CRUXEval | 34.2% | #9 of 11 | Official leaderboard | |
| HumanEval+ | 27.4% | #41 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.