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Code Llama 34B

Meta · 2023-08-24 · 33.7B parameters

Code Llama 34B is the 34-billion-parameter base checkpoint of Meta's Code Llama family, released on August 24, 2023. It continues training the unreleased Llama 2 34B on 500B tokens of code-heavy data without the infilling objective, and a long-context stage at 16,384-token sequences with a RoPE base period of 1,000,000 lets Meta's inference code run it on inputs of up to 100,000 tokens.

Benchmark scores

BenchmarkScore
Capability101.8
GSM8K32.7
HumanEval48.8
HumanEval (pass@10)76.8
HumanEval (pass@100)93.0
MBPP55.0
MBPP (pass@10)76.2
MBPP (pass@100)86.6
MultiPL-E HumanEval (Bash)17.1
MultiPL-E HumanEval (C#)30.4
MultiPL-E HumanEval (C++)47.8
MultiPL-E HumanEval (Java)45.6
MultiPL-E HumanEval (PHP)44.1
MultiPL-E HumanEval (TypeScript)33.3
ToxiGen - toxic generation rate17.6
TruthfulQA generation - % informative93.9
TruthfulQA generation - % truthful40.4
TruthfulQA generation - % truthful and informative34.6
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