Model comparison
Llama 2-34B vs StarCoder 2 3B
Neither Llama 2-34B nor StarCoder 2 3B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 5 shared benchmarks.
Meta
NVIDIASummary
- They share 5 benchmarks with published results for both.
- StarCoder 2 3B has downloadable open weights; the other is API-only.
Side by side
| Llama 2-34B | StarCoder 2 3B | |
|---|---|---|
| Provider | Meta | NVIDIA |
| Noometry Index | — | 36.3 |
| Released | 2023-07-18 | 2024-02-22 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 10 | 7 |
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Category by category
Coding Not comparable
Llama 2-34B: —, StarCoder 2 3B: 33.5
| Benchmark | Llama 2-34B | StarCoder 2 3B |
|---|---|---|
| BigCodeBench Complete | — | 21.4% |
| HumanEval+ | — | 27.4% |
Reasoning Not comparable
Llama 2-34B: —, StarCoder 2 3B: —
| Benchmark | Llama 2-34B | StarCoder 2 3B |
|---|---|---|
| Epoch Capabilities Index | 105.2 | 88.76 |
| WinoGrande | 76.7% | 57.1% |
| BIG-Bench Hard | 44.1% | — |
| PIQA | 81.9% | — |
Math Not comparable
Llama 2-34B: —, StarCoder 2 3B: —
| Benchmark | Llama 2-34B | StarCoder 2 3B |
|---|---|---|
| GSM8K | 42.2% | 21.6% |
Knowledge Not comparable
Llama 2-34B: —, StarCoder 2 3B: —
| Benchmark | Llama 2-34B | StarCoder 2 3B |
|---|---|---|
| ARC (AI2) Challenge | 54.5% | 34.2% |
| MMLU | 62.6% | 36.6% |
| BoolQ | 83.7% | — |
| OpenBookQA | 58.2% | — |
| TriviaQA | 84.6% | — |
Frequently asked questions
Is Llama 2-34B better than StarCoder 2 3B?
Neither Llama 2-34B nor StarCoder 2 3B has enough public benchmark results to be ranked yet; the rows below show what has been published.
How many benchmarks do Llama 2-34B and StarCoder 2 3B share?
5 benchmarks have published results for both models. Llama 2-34B has 10 scored results on Noometry and StarCoder 2 3B has 7.