Model comparison
Llama 3.1 Nemotron 51b Instruct vs StarCoder 2 3B
Llama 3.1 Nemotron 51b Instruct has enough public results to be ranked (#219); StarCoder 2 3B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
NVIDIASide by side
| Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B | |
|---|---|---|
| Provider | NVIDIA | NVIDIA |
| Noometry Index | 35.2 | 35.8 |
| Released | — | 2024-02-22 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 7 |
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Category by category
Coding Llama 3.1 Nemotron 51b Instruct leads
Llama 3.1 Nemotron 51b Instruct: 35.0 (#219), StarCoder 2 3B: 32.9
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Coding | 1223 | — |
| BigCodeBench Complete | — | 21.4% |
| HumanEval+ | — | 27.4% |
Reasoning Not comparable
Llama 3.1 Nemotron 51b Instruct: 22.5 (#177), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Hard Prompts | 1204 | — |
| Epoch Capabilities Index | — | 88.01 |
| WinoGrande | — | 57.1% |
Math Not comparable
Llama 3.1 Nemotron 51b Instruct: 32.0 (#189), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Math | 1230 | — |
| GSM8K | — | 21.6% |
Knowledge Not comparable
Llama 3.1 Nemotron 51b Instruct: 31.3 (#213), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Expert | 1167 | — |
| ARC (AI2) Challenge | — | 34.2% |
| MMLU | — | 36.6% |
Multilingual Not comparable
Llama 3.1 Nemotron 51b Instruct: 36.3 (#236), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Non-English | 1181 | — |
| LMArena Chinese | 1179 | — |
| LMArena Russian | 1186 | — |
Instruction Following Not comparable
Llama 3.1 Nemotron 51b Instruct: 63.2 (#228), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Instruction Following | 1201 | — |
Long Context Not comparable
Llama 3.1 Nemotron 51b Instruct: 36.5 (#225), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Longer Query | 1205 | — |
Writing & Preference Not comparable
Llama 3.1 Nemotron 51b Instruct: 43.5 (#224), StarCoder 2 3B: —
| Benchmark | Llama 3.1 Nemotron 51b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Text | 1228 | — |
| LMArena Creative Writing | 1213 | — |
| LMArena Multi-Turn | 1227 | — |
Frequently asked questions
Is Llama 3.1 Nemotron 51b Instruct better than StarCoder 2 3B?
Llama 3.1 Nemotron 51b Instruct has enough public results to be ranked (#219); StarCoder 2 3B does not yet, so treat this comparison as directional.
Is Llama 3.1 Nemotron 51b Instruct or StarCoder 2 3B better for coding?
Llama 3.1 Nemotron 51b Instruct scores higher on coding benchmarks: 35.0 versus 32.9 in the Noometry coding category.
How many benchmarks do Llama 3.1 Nemotron 51b Instruct and StarCoder 2 3B share?
0 benchmarks have published results for both models. Llama 3.1 Nemotron 51b Instruct has 12 scored results on Noometry and StarCoder 2 3B has 7.