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Code Llama Python 70B

Meta · 2024-01-29 · 69B parameters

Code Llama - Python 70B is the Python-specialized 70-billion-parameter checkpoint of Meta's Code Llama family, released on January 29, 2024. It continues the 1T-token Code Llama 70B code training with 100B tokens of Python-heavy data but, unlike the base 70B, skips long-context fine-tuning, so it keeps a 4,096-token context and the standard RoPE base period of 10,000.

Benchmark scores

BenchmarkScore
Capability107.9
HumanEval57.3
HumanEval (pass@10)89.3
HumanEval (pass@100)98.4
MBPP65.6
MBPP (pass@10)81.5
MBPP (pass@100)91.9
MultiPL-E HumanEval (Bash)25.3
MultiPL-E HumanEval (C#)34.8
MultiPL-E HumanEval (C++)54.7
MultiPL-E HumanEval (Java)57.6
MultiPL-E HumanEval (PHP)53.4
MultiPL-E HumanEval (TypeScript)44.0
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