Model comparison

Llama 2-13B vs Yi-Large

Llama 2-13B has enough public results to be ranked (#304); Yi-Large does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Llama 2-13B Meta

29.1

Rank #304 Confirmed

Yi-Large 01.AI

37.6

Unranked Sparse

Summary

  • They share 1 benchmark with published results for both. Llama 2-13B 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 36.1 to 30.4.
  • Llama 2-13B has downloadable open weights; the other is API-only.

Side by side

Llama 2-13B and Yi-Large specifications
Llama 2-13BYi-Large
ProviderMeta01.AI
Noometry Index29.137.6
Released2023-07-182024-05-13
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked323

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Category by category

Coding Yi-Large leads

Llama 2-13B: 30.4 (#287), Yi-Large: 36.1 (#201)

Coding benchmarks
BenchmarkLlama 2-13BYi-Large
BigCodeBench Instruct—37.7%
LMArena Coding1062—
BigCodeBench Complete—47.2%

Reasoning Not comparable

Llama 2-13B: 12.3 (#333), Yi-Large: —

Reasoning benchmarks
BenchmarkLlama 2-13BYi-Large
Chess Puzzles0%—
LMArena Hard Prompts1051—
DTBench42.2%—
BIG-Bench Hard58.2%—
Epoch Capabilities Index105.8—
HellaSwag80.7%—
LAMBADA76.5%—
PIQA80.8%—
WinoGrande72.8%—

Math Not comparable

Llama 2-13B: 28.7 (#226), Yi-Large: —

Math benchmarks
BenchmarkLlama 2-13BYi-Large
LMArena Math1065—
GSM8K36.9%—

Knowledge Not comparable

Llama 2-13B: 27.5 (#244), Yi-Large: —

Knowledge benchmarks
BenchmarkLlama 2-13BYi-Large
MMLU55.6%79.3%
LMArena Expert1030—
ARC (AI2) Challenge60.3%—
BoolQ82.4%—
OpenBookQA57%—
TriviaQA79.6%—

Multimodal Not comparable

Llama 2-13B: —, Yi-Large: —

Multimodal benchmarks
BenchmarkLlama 2-13BYi-Large
ScienceQA55.8%—

Multilingual Not comparable

Llama 2-13B: 26.7 (#274), Yi-Large: —

Multilingual benchmarks
BenchmarkLlama 2-13BYi-Large
LMArena Non-English1024—
LMArena Chinese1001—
LMArena French1043—
LMArena German1009—
LMArena Japanese894—
LMArena Korean953—
LMArena Russian1055—
LMArena Spanish1086—

Instruction Following Not comparable

Llama 2-13B: 53.5 (#282), Yi-Large: —

Instruction Following benchmarks
BenchmarkLlama 2-13BYi-Large
LMArena Instruction Following1046—

Long Context Not comparable

Llama 2-13B: 32.3 (#264), Yi-Large: —

Long Context benchmarks
BenchmarkLlama 2-13BYi-Large
LMArena Longer Query1064—

Writing & Preference Not comparable

Llama 2-13B: 30.0 (#284), Yi-Large: —

Writing & Preference benchmarks
BenchmarkLlama 2-13BYi-Large
LMArena Text1085—
LMArena Creative Writing1047—
LMArena Multi-Turn1050—

Frequently asked questions

Is Llama 2-13B better than Yi-Large?

Llama 2-13B has enough public results to be ranked (#304); Yi-Large does not yet, so treat this comparison as directional.

Is Llama 2-13B or Yi-Large better for coding?

Yi-Large scores higher on coding benchmarks: 36.1 versus 30.4 in the Noometry coding category.

How many benchmarks do Llama 2-13B and Yi-Large share?

1 benchmark has published results for both models. Llama 2-13B has 32 scored results on Noometry and Yi-Large has 3.

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