StarCoder 2 3B
StarCoder 2 3B.
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 3B
Open weights
66.9
#251 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 | 36.6% | #72 of 85 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI | |
| ARC-Challenge | 34.2% | #70 of 75 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI | |
| WinoGrande | 57.1% | #72 of 76 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| GSM8K | 21.6% | #57 of 70 | Claim in Qwen2.5-Coder Technical Report, via Epoch AI |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CRUXEval | 34.2% | #9 of 11 | Official leaderboard | |
| HumanEval | 31.7% | #41 of 46 | Official leaderboard | |
| HumanEval+ | 27.4% | #41 of 46 | Official leaderboard | |
| MultiPL-E | 23.4% | #9 of 9 | 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)