Model comparison
Nemotron 4 340b Instruct vs StarCoder 2 3B
Nemotron 4 340b Instruct has enough public results to be ranked (#218); StarCoder 2 3B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
NVIDIASide by side
| Nemotron 4 340b Instruct | StarCoder 2 3B | |
|---|---|---|
| Provider | NVIDIA | NVIDIA |
| Noometry Index | 35.3 | 35.8 |
| Released | 2024-06-14 | 2024-02-22 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 7 |
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Category by category
Coding Nemotron 4 340b Instruct leads
Nemotron 4 340b Instruct: 34.6 (#223), StarCoder 2 3B: 32.9
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Coding | 1209 | — |
| BigCodeBench Complete | — | 21.4% |
| HumanEval+ | — | 27.4% |
Reasoning Not comparable
Nemotron 4 340b Instruct: 22.4 (#180), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Hard Prompts | 1202 | — |
| Epoch Capabilities Index | — | 88.01 |
| WinoGrande | — | 57.1% |
Math Not comparable
Nemotron 4 340b Instruct: 31.7 (#193), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Math | 1216 | — |
| GSM8K | — | 21.6% |
Knowledge Not comparable
Nemotron 4 340b Instruct: 31.4 (#212), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Expert | 1171 | — |
| ARC (AI2) Challenge | — | 34.2% |
| MMLU | — | 36.6% |
Multilingual Not comparable
Nemotron 4 340b Instruct: 38.0 (#228), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Non-English | 1206 | — |
| LMArena Chinese | 1214 | — |
| LMArena French | 1196 | — |
| LMArena German | 1192 | — |
| LMArena Japanese | 1128 | — |
| LMArena Korean | 1148 | — |
| LMArena Russian | 1219 | — |
| LMArena Spanish | 1195 | — |
Instruction Following Not comparable
Nemotron 4 340b Instruct: 63.3 (#227), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Instruction Following | 1203 | — |
Long Context Not comparable
Nemotron 4 340b Instruct: 37.1 (#216), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Longer Query | 1225 | — |
Writing & Preference Not comparable
Nemotron 4 340b Instruct: 42.9 (#229), StarCoder 2 3B: —
| Benchmark | Nemotron 4 340b Instruct | StarCoder 2 3B |
|---|---|---|
| LMArena Text | 1225 | — |
| LMArena Creative Writing | 1203 | — |
| LMArena Multi-Turn | 1214 | — |
Frequently asked questions
Is Nemotron 4 340b Instruct better than StarCoder 2 3B?
Nemotron 4 340b Instruct has enough public results to be ranked (#218); StarCoder 2 3B does not yet, so treat this comparison as directional.
Is Nemotron 4 340b Instruct or StarCoder 2 3B better for coding?
Nemotron 4 340b Instruct scores higher on coding benchmarks: 34.6 versus 32.9 in the Noometry coding category.
How many benchmarks do Nemotron 4 340b Instruct and StarCoder 2 3B share?
0 benchmarks have published results for both models. Nemotron 4 340b Instruct has 17 scored results on Noometry and StarCoder 2 3B has 7.