Model comparison
Phi-2 vs Qwen1.5-7B
Qwen1.5-7B has enough public results to be ranked (#273); Phi-2 does not yet, so treat this comparison as directional.
Last verified . 1 shared benchmarks.
Microsoft
Alibaba (Qwen)Summary
- They share 1 benchmark with published results for both.
Side by side
| Phi-2 | Qwen1.5-7B | |
|---|---|---|
| Provider | Microsoft | Alibaba (Qwen) |
| Noometry Index | — | 31.4 |
| Released | 2023-12-12 | 2024-02-04 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 11 | 13 |
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Category by category
Coding Not comparable
Phi-2: —, Qwen1.5-7B: 32.2 (#276)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Coding | — | 1107 |
| HumanEval+ | 45.1% | — |
| MBPP+ | 54.2% | — |
Reasoning Not comparable
Phi-2: —, Qwen1.5-7B: 20.4 (#240)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Hard Prompts | — | 1065 |
| Adversarial NLI | 42.5% | — |
| BIG-Bench Hard | 59.4% | — |
| Epoch Capabilities Index | 107.94 | — |
| HellaSwag | 53.6% | — |
| WinoGrande | 54.7% | — |
Math Not comparable
Phi-2: —, Qwen1.5-7B: 31.4 (#224)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Math | — | 1080 |
Knowledge Not comparable
Phi-2: —, Qwen1.5-7B: 28.7 (#243)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| MMLU | 58.4% | 62.6% |
| LMArena Expert | — | 1055 |
| ARC (AI2) Challenge | 75.9% | — |
| OpenBookQA | 73.6% | — |
| TriviaQA | 45.2% | — |
Multilingual Not comparable
Phi-2: —, Qwen1.5-7B: 28.5 (#271)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Non-English | — | 1058 |
| LMArena Chinese | — | 1141 |
| LMArena Russian | — | 1006 |
Instruction Following Not comparable
Phi-2: —, Qwen1.5-7B: 54.1 (#281)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Instruction Following | — | 1058 |
Long Context Not comparable
Phi-2: —, Qwen1.5-7B: 33.1 (#266)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Longer Query | — | 1090 |
Writing & Preference Not comparable
Phi-2: —, Qwen1.5-7B: 29.6 (#293)
| Benchmark | Phi-2 | Qwen1.5-7B |
|---|---|---|
| LMArena Text | — | 1083 |
| LMArena Creative Writing | — | 1035 |
| LMArena Multi-Turn | — | 1062 |
Frequently asked questions
Is Phi-2 better than Qwen1.5-7B?
Qwen1.5-7B has enough public results to be ranked (#273); Phi-2 does not yet, so treat this comparison as directional.
How many benchmarks do Phi-2 and Qwen1.5-7B share?
1 benchmark has published results for both models. Phi-2 has 11 scored results on Noometry and Qwen1.5-7B has 13.