Model comparison

Codellama 70b Instruct vs Qwen2.5-Coder (1.5B)

Codellama 70b Instruct has enough public results to be ranked (#236); Qwen2.5-Coder (1.5B) does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Side by side

Codellama 70b Instruct and Qwen2.5-Coder (1.5B) specifications
Codellama 70b InstructQwen2.5-Coder (1.5B)
ProviderMetaAlibaba (Qwen)
Noometry Index33.3—
Released—2024-09-18
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked76

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Category by category

Coding Not comparable

Codellama 70b Instruct: 37.0 (#189), Qwen2.5-Coder (1.5B): —

Coding benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
BigCodeBench Instruct40.7%—
BigCodeBench Complete49.6%—
HumanEval+65.9%—

Reasoning Not comparable

Codellama 70b Instruct: 19.2 (#241), Qwen2.5-Coder (1.5B): —

Reasoning benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
LMArena Hard Prompts1052—
Epoch Capabilities Index—112.93
HellaSwag—76.8%
WinoGrande—72.9%

Math Not comparable

Codellama 70b Instruct: —, Qwen2.5-Coder (1.5B): —

Math benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
GSM8K—86.7%

Knowledge Not comparable

Codellama 70b Instruct: —, Qwen2.5-Coder (1.5B): —

Knowledge benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
ARC (AI2) Challenge—60.9%
MMLU—68%

Multilingual Not comparable

Codellama 70b Instruct: 24.9 (#283), Qwen2.5-Coder (1.5B): —

Multilingual benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
LMArena Non-English992—

Instruction Following Not comparable

Codellama 70b Instruct: 52.1 (#288), Qwen2.5-Coder (1.5B): —

Instruction Following benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
LMArena Instruction Following1024—

Writing & Preference Not comparable

Codellama 70b Instruct: 33.6 (#272), Qwen2.5-Coder (1.5B): —

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructQwen2.5-Coder (1.5B)
LMArena Text1057—

Frequently asked questions

Is Codellama 70b Instruct better than Qwen2.5-Coder (1.5B)?

Codellama 70b Instruct has enough public results to be ranked (#236); Qwen2.5-Coder (1.5B) does not yet, so treat this comparison as directional.

How many benchmarks do Codellama 70b Instruct and Qwen2.5-Coder (1.5B) share?

0 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Qwen2.5-Coder (1.5B) has 6.

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