Model comparison
Llama 2-7B vs Yi-Large
Llama 2-7B has enough public results to be ranked (#317); Yi-Large does not yet, so treat this comparison as directional.
Last verified . 1 shared benchmarks.
MetaSummary
- They share 1 benchmark with published results for both. Llama 2-7B scores higher in 0 categories and Yi-Large in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where Yi-Large leads 36.7 to 29.2.
- Llama 2-7B has downloadable open weights; the other is API-only.
Side by side
| Llama 2-7B | Yi-Large | |
|---|---|---|
| Provider | Meta | 01.AI |
| Noometry Index | 29.1 | 38.1 |
| Released | 2023-07-18 | 2024-05-13 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 29 | 3 |
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Category by category
Coding Yi-Large leads
Llama 2-7B: 29.2 (#307), Yi-Large: 36.7 (#203)
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| BigCodeBench Instruct | — | 37.7% |
| LMArena Coding | 1002 | — |
| BigCodeBench Complete | — | 47.2% |
Reasoning Not comparable
Llama 2-7B: 15.7 (#312), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| Chess Puzzles | 0% | — |
| LMArena Hard Prompts | 1009 | — |
| BIG-Bench Hard | 39.2% | — |
| Epoch Capabilities Index | 99.06 | — |
| HellaSwag | 77.2% | — |
| LAMBADA | 73.3% | — |
| PIQA | 78.8% | — |
| WinoGrande | 69.2% | — |
Math Not comparable
Llama 2-7B: 30.7 (#233), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| LMArena Math | 1042 | — |
| GSM8K | 16.7% | — |
Knowledge Not comparable
Llama 2-7B: 28.2 (#248), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| MMLU | 45.8% | 79.3% |
| LMArena Expert | 1036 | — |
| ARC (AI2) Challenge | 45.9% | — |
| BoolQ | 77.9% | — |
| OpenBookQA | 58.6% | — |
| TriviaQA | 73.7% | — |
Multimodal Not comparable
Llama 2-7B: —, Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| ScienceQA | 43.1% | — |
Multilingual Not comparable
Llama 2-7B: 23.8 (#293), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| LMArena Non-English | 973 | — |
| LMArena Chinese | 973 | — |
| LMArena French | 970 | — |
| LMArena German | 978 | — |
| LMArena Russian | 995 | — |
| LMArena Spanish | 1007 | — |
Instruction Following Not comparable
Llama 2-7B: 50.8 (#298), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| LMArena Instruction Following | 1006 | — |
Long Context Not comparable
Llama 2-7B: 30.4 (#287), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| LMArena Longer Query | 999 | — |
Writing & Preference Not comparable
Llama 2-7B: 28.0 (#298), Yi-Large: —
| Benchmark | Llama 2-7B | Yi-Large |
|---|---|---|
| LMArena Text | 1053 | — |
| LMArena Creative Writing | 1033 | — |
| LMArena Multi-Turn | 1029 | — |
Frequently asked questions
Is Llama 2-7B better than Yi-Large?
Llama 2-7B has enough public results to be ranked (#317); Yi-Large does not yet, so treat this comparison as directional.
Is Llama 2-7B or Yi-Large better for coding?
Yi-Large scores higher on coding benchmarks: 36.7 versus 29.2 in the Noometry coding category.
How many benchmarks do Llama 2-7B and Yi-Large share?
1 benchmark has published results for both models. Llama 2-7B has 29 scored results on Noometry and Yi-Large has 3.