Model comparison
Llama 2-7B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 29.1 on the Noometry Index.
Last verified . 13 shared benchmarks.
Meta
MicrosoftSummary
- They share 13 benchmarks with published results for both. Llama 2-7B scores higher in 0 categories and Phi 3 Mini 4k Instruct June 2024 in 8 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Phi 3 Mini 4k Instruct June 2024 leads 20.8 to 15.7.
Side by side
| Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 29.1 | 31.3 |
| Released | 2023-07-18 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 29 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 29.2 (#307), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1002 | 1093 |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 15.7 (#312), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1009 | 1087 |
| Chess Puzzles | 0% | — |
| BIG-Bench Hard | 39.2% | — |
| Epoch Capabilities Index | 99.06 | — |
| HellaSwag | 77.2% | — |
| LAMBADA | 73.3% | — |
| PIQA | 78.8% | — |
| WinoGrande | 69.2% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 30.7 (#233), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1042 | 1152 |
| GSM8K | 16.7% | — |
Knowledge Too close to call
Llama 2-7B: 28.2 (#248), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1036 | 1051 |
| ARC (AI2) Challenge | 45.9% | — |
| BoolQ | 77.9% | — |
| MMLU | 45.8% | — |
| OpenBookQA | 58.6% | — |
| TriviaQA | 73.7% | — |
Multimodal Not comparable
Llama 2-7B: —, Phi 3 Mini 4k Instruct June 2024: —
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| ScienceQA | 43.1% | — |
Multilingual Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 23.8 (#293), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 973 | 1013 |
| LMArena Chinese | 973 | 1033 |
| LMArena German | 978 | 1031 |
| LMArena Russian | 995 | 1019 |
| LMArena French | 970 | — |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
| LMArena Spanish | 1007 | — |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 50.8 (#298), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1006 | 1058 |
Long Context Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 30.4 (#287), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 999 | 1042 |
Writing & Preference Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-7B: 28.0 (#298), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Llama 2-7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1053 | 1080 |
| LMArena Creative Writing | 1033 | 1045 |
| LMArena Multi-Turn | 1029 | 1049 |
Frequently asked questions
Is Llama 2-7B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 29.1 on the Noometry Index.
Is Llama 2-7B or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.8 versus 29.2 in the Noometry coding category.
How many benchmarks do Llama 2-7B and Phi 3 Mini 4k Instruct June 2024 share?
13 benchmarks have published results for both models. Llama 2-7B has 29 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.