Model comparison

Llama 3-70B vs Yi 6B

Llama 3-70B has enough public results to be ranked (#323); Yi 6B does not yet, so treat this comparison as directional.

Last verified . 3 shared benchmarks.

Llama 3-70B Meta

28.8

Rank #323 Confirmed

Yi 6B 01.AI

—

Unranked

Summary

  • They share 3 benchmarks with published results for both.

Side by side

Llama 3-70B and Yi 6B specifications
Llama 3-70BYi 6B
ProviderMeta01.AI
Noometry Index28.8—
Released2024-04-182023-11-02
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked317

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Category by category

Coding Not comparable

Llama 3-70B: 35.8 (#218), Yi 6B: —

Coding benchmarks
BenchmarkLlama 3-70BYi 6B
BigCodeBench Instruct43.6%—
LMArena Coding1206—
BigCodeBench Complete54.5%—
HumanEval+72%—
MBPP+69%—

Agentic & Tool Use Not comparable

Llama 3-70B: 21.1 (#139), Yi 6B: —

Agentic & Tool Use benchmarks
BenchmarkLlama 3-70BYi 6B
Cybench5%—

Reasoning Not comparable

Llama 3-70B: 18.0 (#288), Yi 6B: —

Reasoning benchmarks
BenchmarkLlama 3-70BYi 6B
Epoch Capabilities Index122.93104.77
WinoGrande83.5%71.3%
Kagi LLM Benchmark35.1%—
LMArena Hard Prompts1195—
DTBench54.2%—
BIG-Bench Hard—47.2%
ForecastBench57.1—
HellaSwag—74.4%

Math Not comparable

Llama 3-70B: 12.8 (#305), Yi 6B: —

Math benchmarks
BenchmarkLlama 3-70BYi 6B
OTIS Mock AIME 2024-20254.3%—
LMArena Math1218—
MATH Level 522.6%—
GSM8K—44.9%

Knowledge Not comparable

Llama 3-70B: 20.8 (#277), Yi 6B: —

Knowledge benchmarks
BenchmarkLlama 3-70BYi 6B
MMLU79.3%64%
GPQA Diamond40.6%—
LMArena Expert1149—
ARC (AI2) Challenge—50.3%

Multilingual Not comparable

Llama 3-70B: 33.6 (#251), Yi 6B: —

Multilingual benchmarks
BenchmarkLlama 3-70BYi 6B
LMArena Non-English1142—
LMArena Chinese1114—
LMArena French1232—
LMArena German1169—
LMArena Japanese1017—
LMArena Korean1017—
LMArena Russian1159—
LMArena Spanish1241—

Instruction Following Not comparable

Llama 3-70B: 62.5 (#238), Yi 6B: —

Instruction Following benchmarks
BenchmarkLlama 3-70BYi 6B
LMArena Instruction Following1194—

Long Context Not comparable

Llama 3-70B: 35.6 (#240), Yi 6B: —

Long Context benchmarks
BenchmarkLlama 3-70BYi 6B
LMArena Longer Query1174—

Writing & Preference Not comparable

Llama 3-70B: 42.8 (#231), Yi 6B: —

Writing & Preference benchmarks
BenchmarkLlama 3-70BYi 6B
LMArena Text1221—
LMArena Creative Writing1210—
LMArena Multi-Turn1223—

Frequently asked questions

Is Llama 3-70B better than Yi 6B?

Llama 3-70B has enough public results to be ranked (#323); Yi 6B does not yet, so treat this comparison as directional.

How many benchmarks do Llama 3-70B and Yi 6B share?

3 benchmarks have published results for both models. Llama 3-70B has 31 scored results on Noometry and Yi 6B has 7.

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