Noometry

Model comparison

DeepSeek Coder 6.7B vs Yi-1.5-34B

Yi-1.5-34B has enough public results to be ranked (#289); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

DeepSeek Coder 6.7B DeepSeek

37.6

Unranked Sparse

Yi-1.5-34B 01.AI

30.6

Rank #289 Confirmed

Summary

  • They share 2 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 1 category and Yi-1.5-34B in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in coding, where DeepSeek Coder 6.7B leads 35.8 to 32.4.

Side by side

DeepSeek Coder 6.7BYi-1.5-34B
ProviderDeepSeek01.AI
Noometry Index37.630.6
Released2023-11-022024-05-13
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked921

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Category by category

Coding DeepSeek Coder 6.7B leads

DeepSeek Coder 6.7B: 35.8 (#219), Yi-1.5-34B: 32.4 (#272)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
BigCodeBench Instruct35.5%33.9%
BigCodeBench Complete43.8%43.8%
LMArena Coding—1169
HumanEval+71.3%—
MBPP+65.6%—

Reasoning Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 22.5 (#191)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
LMArena Hard Prompts—1160
Epoch Capabilities Index89.62—
WinoGrande57.6%—

Math Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 27.5 (#249)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
LMArena Math—1182
MATH Level 5—25.5%
GSM8K21.3%—

Knowledge Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 14.8 (#295)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
GPQA Diamond—32%
LMArena Expert—1144
ARC (AI2) Challenge36.4%—
MMLU36.4%—

Multilingual Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 32.3 (#256)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
LMArena Non-English—1121
LMArena Chinese—1213
LMArena French—1156
LMArena German—1111
LMArena Japanese—1021
LMArena Korean—1005
LMArena Russian—1091
LMArena Spanish—1121

Instruction Following Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 59.2 (#257)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
LMArena Instruction Following—1139

Long Context Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 34.6 (#248)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
LMArena Longer Query—1143

Writing & Preference Not comparable

DeepSeek Coder 6.7B: —, Yi-1.5-34B: 37.4 (#257)

BenchmarkDeepSeek Coder 6.7BYi-1.5-34B
LMArena Text—1173
LMArena Creative Writing—1135
LMArena Multi-Turn—1153

Frequently asked questions

Is DeepSeek Coder 6.7B better than Yi-1.5-34B?

Yi-1.5-34B has enough public results to be ranked (#289); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 6.7B or Yi-1.5-34B better for coding?

DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 32.4 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 6.7B and Yi-1.5-34B share?

2 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Yi-1.5-34B has 21.

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