Model comparison

Codellama 70b Instruct vs Qwen2.5 14B Instruct

Codellama 70b Instruct has enough public results to be ranked (#237); Qwen2.5 14B Instruct does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

Codellama 70b Instruct Meta

33.7

Rank #237 Confirmed

Summary

  • They share 2 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and Qwen2.5 14B Instruct in 1 category, but none of those gaps is larger than the uncertainty.

Side by side

Codellama 70b Instruct and Qwen2.5 14B Instruct specifications
Codellama 70b InstructQwen2.5 14B Instruct
ProviderMetaAlibaba (Qwen)
Noometry Index33.738.7
Released—2024-09
WeightsOpenOpen
Context window—131K
Max output—8K
Input $ / M tokens—$0.35
Output $ / M tokens—$1.40
Results tracked73

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Category by category

Coding Too close to call

Codellama 70b Instruct: 37.6 (#193), Qwen2.5 14B Instruct: 37.7 (#191)

Coding benchmarks
BenchmarkCodellama 70b InstructQwen2.5 14B Instruct
BigCodeBench Instruct40.7%39.8%
BigCodeBench Complete49.6%52.2%
HumanEval+65.9%—

Reasoning Not comparable

Codellama 70b Instruct: 20.1 (#242), Qwen2.5 14B Instruct: —

Reasoning benchmarks
BenchmarkCodellama 70b InstructQwen2.5 14B Instruct
LMArena Hard Prompts1052—

Knowledge Not comparable

Codellama 70b Instruct: —, Qwen2.5 14B Instruct: —

Knowledge benchmarks
BenchmarkCodellama 70b InstructQwen2.5 14B Instruct
MMLU—79.9%

Multilingual Not comparable

Codellama 70b Instruct: 24.8 (#288), Qwen2.5 14B Instruct: —

Multilingual benchmarks
BenchmarkCodellama 70b InstructQwen2.5 14B Instruct
LMArena Non-English992—

Instruction Following Not comparable

Codellama 70b Instruct: 51.9 (#293), Qwen2.5 14B Instruct: —

Instruction Following benchmarks
BenchmarkCodellama 70b InstructQwen2.5 14B Instruct
LMArena Instruction Following1024—

Writing & Preference Not comparable

Codellama 70b Instruct: 33.4 (#277), Qwen2.5 14B Instruct: —

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructQwen2.5 14B Instruct
LMArena Text1057—

Frequently asked questions

Is Codellama 70b Instruct better than Qwen2.5 14B Instruct?

Codellama 70b Instruct has enough public results to be ranked (#237); Qwen2.5 14B Instruct does not yet, so treat this comparison as directional.

Is Codellama 70b Instruct or Qwen2.5 14B Instruct better for coding?

They score almost the same on coding (37.6 vs 37.7); test both on your own repository before choosing.

How many benchmarks do Codellama 70b Instruct and Qwen2.5 14B Instruct share?

2 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Qwen2.5 14B Instruct has 3.

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