Model comparison

Nemotron-4 15B vs StarCoder 2 7B

Neither Nemotron-4 15B nor StarCoder 2 7B has enough public benchmark results to be ranked yet; the rows below show what has been published.

Last verified . 5 shared benchmarks.

Nemotron-4 15B NVIDIA

—

Unranked

StarCoder 2 7B NVIDIA

37.0

Unranked Sparse

Summary

  • They share 5 benchmarks with published results for both.
  • StarCoder 2 7B has downloadable open weights; the other is API-only.

Side by side

Nemotron-4 15B and StarCoder 2 7B specifications
Nemotron-4 15BStarCoder 2 7B
ProviderNVIDIANVIDIA
Noometry Index—37.0
Released2024-02-262024-02-20
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked87

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Category by category

Coding Not comparable

Nemotron-4 15B: —, StarCoder 2 7B: 34.8

Coding benchmarks
BenchmarkNemotron-4 15BStarCoder 2 7B
BigCodeBench Complete—27.7%
HumanEval+—29.9%

Reasoning Not comparable

Nemotron-4 15B: —, StarCoder 2 7B: —

Reasoning benchmarks
BenchmarkNemotron-4 15BStarCoder 2 7B
Epoch Capabilities Index107.7293.56
WinoGrande78%57.1%
BIG-Bench Hard58.7%—
HellaSwag82.4%—
PIQA82.4%—

Math Not comparable

Nemotron-4 15B: —, StarCoder 2 7B: —

Math benchmarks
BenchmarkNemotron-4 15BStarCoder 2 7B
GSM8K46%32.7%

Knowledge Not comparable

Nemotron-4 15B: —, StarCoder 2 7B: —

Knowledge benchmarks
BenchmarkNemotron-4 15BStarCoder 2 7B
ARC (AI2) Challenge55.5%38.7%
MMLU58.7%38.8%

Frequently asked questions

Is Nemotron-4 15B better than StarCoder 2 7B?

Neither Nemotron-4 15B nor StarCoder 2 7B has enough public benchmark results to be ranked yet; the rows below show what has been published.

How many benchmarks do Nemotron-4 15B and StarCoder 2 7B share?

5 benchmarks have published results for both models. Nemotron-4 15B has 8 scored results on Noometry and StarCoder 2 7B has 7.

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