Model comparison

Phi-2 vs Qwen-14B

Qwen-14B has enough public results to be ranked (#275); Phi-2 does not yet, so treat this comparison as directional.

Last verified . 4 shared benchmarks.

Phi-2 Microsoft

—

Unranked

Qwen-14B Alibaba (Qwen)

31.4

Rank #275 Confirmed

Summary

  • They share 4 benchmarks with published results for both.

Side by side

Phi-2 and Qwen-14B specifications
Phi-2Qwen-14B
ProviderMicrosoftAlibaba (Qwen)
Noometry Index—31.4
Released2023-12-122023-09-24
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1118

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Category by category

Coding Not comparable

Phi-2: —, Qwen-14B: 31.2 (#288)

Coding benchmarks
BenchmarkPhi-2Qwen-14B
LMArena Coding—1071
HumanEval+45.1%—
MBPP+54.2%—

Reasoning Not comparable

Phi-2: —, Qwen-14B: 19.6 (#257)

Reasoning benchmarks
BenchmarkPhi-2Qwen-14B
BIG-Bench Hard59.4%55%
Epoch Capabilities Index107.94113.03
LMArena Hard Prompts—1027
Adversarial NLI42.5%—
HellaSwag53.6%—
LAMBADA—71.1%
PIQA—79.9%
WinoGrande54.7%—

Math Not comparable

Phi-2: —, Qwen-14B: 31.2 (#227)

Math benchmarks
BenchmarkPhi-2Qwen-14B
LMArena Math—1068
GSM8K—61.3%

Knowledge Not comparable

Phi-2: —, Qwen-14B: —

Knowledge benchmarks
BenchmarkPhi-2Qwen-14B
ARC (AI2) Challenge75.9%84.4%
MMLU58.4%66.3%
BoolQ—86.2%
OpenBookQA73.6%—
TriviaQA45.2%—

Multilingual Not comparable

Phi-2: —, Qwen-14B: 27.5 (#275)

Multilingual benchmarks
BenchmarkPhi-2Qwen-14B
LMArena Non-English—1041
LMArena Chinese—1077

Instruction Following Not comparable

Phi-2: —, Qwen-14B: 52.4 (#289)

Instruction Following benchmarks
BenchmarkPhi-2Qwen-14B
LMArena Instruction Following—1031

Long Context Not comparable

Phi-2: —, Qwen-14B: 31.3 (#280)

Long Context benchmarks
BenchmarkPhi-2Qwen-14B
LMArena Longer Query—1028

Writing & Preference Not comparable

Phi-2: —, Qwen-14B: 27.6 (#299)

Writing & Preference benchmarks
BenchmarkPhi-2Qwen-14B
LMArena Text—1051
LMArena Creative Writing—1028
LMArena Multi-Turn—1022

Frequently asked questions

Is Phi-2 better than Qwen-14B?

Qwen-14B has enough public results to be ranked (#275); Phi-2 does not yet, so treat this comparison as directional.

How many benchmarks do Phi-2 and Qwen-14B share?

4 benchmarks have published results for both models. Phi-2 has 11 scored results on Noometry and Qwen-14B has 18.

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