Model comparison

Llama 3-8B vs Qwen2.5-Coder (1.5B)

Llama 3-8B has enough public results to be ranked (#344); Qwen2.5-Coder (1.5B) does not yet, so treat this comparison as directional.

Last verified . 4 shared benchmarks.

Llama 3-8B Meta

25.5

Rank #344 Confirmed

Summary

  • They share 4 benchmarks with published results for both.

Side by side

Llama 3-8B and Qwen2.5-Coder (1.5B) specifications
Llama 3-8BQwen2.5-Coder (1.5B)
ProviderMetaAlibaba (Qwen)
Noometry Index25.5—
Released2024-04-182024-09-18
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked346

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Category by category

Coding Not comparable

Llama 3-8B: 31.0 (#289), Qwen2.5-Coder (1.5B): —

Coding benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
BigCodeBench Instruct31.9%—
LMArena Coding1152—
BigCodeBench Complete36.9%—
HumanEval+56.7%—
MBPP+54.8%—

Reasoning Not comparable

Llama 3-8B: 14.3 (#326), Qwen2.5-Coder (1.5B): —

Reasoning benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
Epoch Capabilities Index116.45113.14
WinoGrande75.7%72.9%
Chess Puzzles0%—
LMArena Hard Prompts1133—
DTBench43.9%—
Adversarial NLI57.3%—
ForecastBench58.6—
HellaSwag—76.8%

Math Not comparable

Llama 3-8B: 8.8 (#323), Qwen2.5-Coder (1.5B): —

Math benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
OTIS Mock AIME 2024-20251.9%—
LMArena Math1151—
MATH Level 56.1%—
GSM8K—86.7%

Knowledge Not comparable

Llama 3-8B: 7.8 (#308), Qwen2.5-Coder (1.5B): —

Knowledge benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
ARC (AI2) Challenge82.8%60.9%
MMLU68.8%68%
GPQA Diamond26.1%—
LMArena Expert1113—
OpenBookQA82.6%—
TriviaQA67.7%—

Multilingual Not comparable

Llama 3-8B: 30.8 (#261), Qwen2.5-Coder (1.5B): —

Multilingual benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
LMArena Non-English1098—
LMArena Chinese1076—
LMArena French1159—
LMArena German1104—
LMArena Japanese967—
LMArena Korean1004—
LMArena Russian1109—
LMArena Spanish1173—

Instruction Following Not comparable

Llama 3-8B: 58.4 (#260), Qwen2.5-Coder (1.5B): —

Instruction Following benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
LMArena Instruction Following1127—

Long Context Not comparable

Llama 3-8B: 34.2 (#251), Qwen2.5-Coder (1.5B): —

Long Context benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
LMArena Longer Query1128—

Writing & Preference Not comparable

Llama 3-8B: 37.5 (#256), Qwen2.5-Coder (1.5B): —

Writing & Preference benchmarks
BenchmarkLlama 3-8BQwen2.5-Coder (1.5B)
LMArena Text1166—
LMArena Creative Writing1150—
LMArena Multi-Turn1152—

Frequently asked questions

Is Llama 3-8B better than Qwen2.5-Coder (1.5B)?

Llama 3-8B has enough public results to be ranked (#344); Qwen2.5-Coder (1.5B) does not yet, so treat this comparison as directional.

How many benchmarks do Llama 3-8B and Qwen2.5-Coder (1.5B) share?

4 benchmarks have published results for both models. Llama 3-8B has 34 scored results on Noometry and Qwen2.5-Coder (1.5B) has 6.

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