Model comparison

StarCoder 2 15B vs Yi 6B

Neither StarCoder 2 15B nor Yi 6B has enough public benchmark results to be ranked yet; the rows below show what has been published.

Last verified . 5 shared benchmarks.

StarCoder 2 15B NVIDIA

38.1

Unranked Sparse

Yi 6B 01.AI

—

Unranked

Summary

  • They share 5 benchmarks with published results for both.

Side by side

StarCoder 2 15B and Yi 6B specifications
StarCoder 2 15BYi 6B
ProviderNVIDIA01.AI
Noometry Index38.1—
Released2024-02-202023-11-02
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked77

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Category by category

Coding Not comparable

StarCoder 2 15B: 36.6, Yi 6B: —

Coding benchmarks
BenchmarkStarCoder 2 15BYi 6B
BigCodeBench Complete38.4%—
HumanEval+37.8%—

Reasoning Not comparable

StarCoder 2 15B: —, Yi 6B: —

Reasoning benchmarks
BenchmarkStarCoder 2 15BYi 6B
Epoch Capabilities Index105104.77
WinoGrande64.3%71.3%
BIG-Bench Hard—47.2%
HellaSwag—74.4%

Math Not comparable

StarCoder 2 15B: —, Yi 6B: —

Math benchmarks
BenchmarkStarCoder 2 15BYi 6B
GSM8K57.7%44.9%

Knowledge Not comparable

StarCoder 2 15B: —, Yi 6B: —

Knowledge benchmarks
BenchmarkStarCoder 2 15BYi 6B
ARC (AI2) Challenge47.2%50.3%
MMLU64.1%64%

Frequently asked questions

Is StarCoder 2 15B better than Yi 6B?

Neither StarCoder 2 15B nor Yi 6B has enough public benchmark results to be ranked yet; the rows below show what has been published.

How many benchmarks do StarCoder 2 15B and Yi 6B share?

5 benchmarks have published results for both models. StarCoder 2 15B has 7 scored results on Noometry and Yi 6B has 7.

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