Model comparison

Phi-2 vs Qwen1.5-14B

Qwen1.5-14B has enough public results to be ranked (#250); Phi-2 does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Phi-2 Microsoft

—

Unranked

Qwen1.5-14B Alibaba (Qwen)

32.1

Rank #250 Confirmed

Summary

  • They share 1 benchmark with published results for both.

Side by side

Phi-2 and Qwen1.5-14B specifications
Phi-2Qwen1.5-14B
ProviderMicrosoftAlibaba (Qwen)
Noometry Index—32.1
Released2023-12-122024-02-04
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1117

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Category by category

Coding Not comparable

Phi-2: —, Qwen1.5-14B: 32.5 (#259)

Coding benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Coding—1138
HumanEval+45.1%—
MBPP+54.2%—

Reasoning Not comparable

Phi-2: —, Qwen1.5-14B: 20.5 (#217)

Reasoning benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Hard Prompts—1113
Adversarial NLI42.5%—
BIG-Bench Hard59.4%—
Epoch Capabilities Index107.62—
HellaSwag53.6%—
WinoGrande54.7%—

Math Not comparable

Phi-2: —, Qwen1.5-14B: 29.9 (#214)

Math benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Math—1125

Knowledge Not comparable

Phi-2: —, Qwen1.5-14B: 29.3 (#230)

Knowledge benchmarks
BenchmarkPhi-2Qwen1.5-14B
MMLU58.4%68.6%
LMArena Expert—1094
ARC (AI2) Challenge75.9%—
OpenBookQA73.6%—
TriviaQA45.2%—

Multilingual Not comparable

Phi-2: —, Qwen1.5-14B: 30.8 (#257)

Multilingual benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Non-English—1095
LMArena Chinese—1147
LMArena French—1115
LMArena German—1043
LMArena Japanese—1019
LMArena Russian—1046
LMArena Spanish—1085

Instruction Following Not comparable

Phi-2: —, Qwen1.5-14B: 57.1 (#266)

Instruction Following benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Instruction Following—1102

Long Context Not comparable

Phi-2: —, Qwen1.5-14B: 33.7 (#252)

Long Context benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Longer Query—1113

Writing & Preference Not comparable

Phi-2: —, Qwen1.5-14B: 33.7 (#270)

Writing & Preference benchmarks
BenchmarkPhi-2Qwen1.5-14B
LMArena Text—1128
LMArena Creative Writing—1091
LMArena Multi-Turn—1110

Frequently asked questions

Is Phi-2 better than Qwen1.5-14B?

Qwen1.5-14B has enough public results to be ranked (#250); Phi-2 does not yet, so treat this comparison as directional.

How many benchmarks do Phi-2 and Qwen1.5-14B share?

1 benchmark has published results for both models. Phi-2 has 11 scored results on Noometry and Qwen1.5-14B has 17.

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