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Code Llama Python 34B

Meta · 2023-08-24 · 33.7B parameters

Code Llama - Python 34B is the Python-specialized 34-billion-parameter checkpoint of Meta's Code Llama family, released on August 24, 2023. It starts from the Code Llama 34B code-training stage, trains on a further 100B tokens of Python-heavy data, then goes through the same 16,384-token long-context stage, and uses grouped-query attention with eight key-value heads.

Benchmark scores

BenchmarkScore
Capability100.9
GSM8K34.4
HumanEval53.7
HumanEval (pass@10)82.8
HumanEval (pass@100)94.7
MBPP56.2
MBPP (pass@10)76.4
MBPP (pass@100)88.2
MultiPL-E HumanEval (Bash)14.6
MultiPL-E HumanEval (C#)31.7
MultiPL-E HumanEval (C++)42.2
MultiPL-E HumanEval (Java)44.9
MultiPL-E HumanEval (PHP)42.9
MultiPL-E HumanEval (TypeScript)34.3
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