Model comparison

DeepSeek Coder 6.7B vs Yi-Large

Neither DeepSeek Coder 6.7B nor Yi-Large has enough public benchmark results to be ranked yet; the rows below show what has been published.

Last verified . 3 shared benchmarks.

DeepSeek Coder 6.7B DeepSeek

37.1

Unranked Sparse

Yi-Large 01.AI

37.6

Unranked Sparse

Summary

  • They share 3 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 0 categories and Yi-Large in 1 category, but none of those gaps is larger than the uncertainty.
  • DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.

Side by side

DeepSeek Coder 6.7B and Yi-Large specifications
DeepSeek Coder 6.7BYi-Large
ProviderDeepSeek01.AI
Noometry Index37.137.6
Released2023-11-022024-05-13
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked93

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Category by category

Coding Too close to call

DeepSeek Coder 6.7B: 35.2 (#216), Yi-Large: 36.1 (#201)

Coding benchmarks
BenchmarkDeepSeek Coder 6.7BYi-Large
BigCodeBench Instruct35.5%37.7%
BigCodeBench Complete43.8%47.2%
HumanEval+71.3%—
MBPP+65.6%—

Reasoning Not comparable

DeepSeek Coder 6.7B: —, Yi-Large: —

Reasoning benchmarks
BenchmarkDeepSeek Coder 6.7BYi-Large
Epoch Capabilities Index88.88—
WinoGrande57.6%—

Math Not comparable

DeepSeek Coder 6.7B: —, Yi-Large: —

Math benchmarks
BenchmarkDeepSeek Coder 6.7BYi-Large
GSM8K21.3%—

Knowledge Not comparable

DeepSeek Coder 6.7B: —, Yi-Large: —

Knowledge benchmarks
BenchmarkDeepSeek Coder 6.7BYi-Large
MMLU36.4%79.3%
ARC (AI2) Challenge36.4%—

Frequently asked questions

Is DeepSeek Coder 6.7B better than Yi-Large?

Neither DeepSeek Coder 6.7B nor Yi-Large has enough public benchmark results to be ranked yet; the rows below show what has been published.

Is DeepSeek Coder 6.7B or Yi-Large better for coding?

They score almost the same on coding (35.2 vs 36.1); test both on your own repository before choosing.

How many benchmarks do DeepSeek Coder 6.7B and Yi-Large share?

3 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Yi-Large has 3.

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