StarCoder 2 7B
StarCoder 2 7B.
8
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Hugging Face Feb 2024 StarCoder 2 7B
Open weights
72.7
#246 of 256
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 | 38.8% | #70 of 85 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI | |
| ARC-Challenge | 38.7% | #63 of 75 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI | |
| WinoGrande | 57.1% | #71 of 76 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| GSM8K | 32.7% | #51 of 70 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CRUXEval | 36% | #7 of 11 | Official leaderboard | |
| MultiPL-E | 26.1% | #7 of 9 | Official leaderboard | |
| HumanEval | 35.4% | #39 of 46 | Official leaderboard | |
| HumanEval+ | 29.9% | #39 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.
Source: Epoch Capabilities Index, Epoch AI (CC BY 4.0)