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
| Benchmark | Score |
|---|---|
| Capability | 100.9 |
| GSM8K | 34.4 |
| HumanEval | 53.7 |
| HumanEval (pass@10) | 82.8 |
| HumanEval (pass@100) | 94.7 |
| MBPP | 56.2 |
| 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 |