home/categories/machine-learning/davila7-claude-code-templates-cli-tool-components-skills-ai-research-evaluation-bigcode-evaluation-harness-skill-md
machine-learningdata-ai
evaluating-code-models
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.
maintainer
davila7
更新於 1/20/2026
星標
17577
分支
1576
quick start
Installation and usage
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.
安裝
$ install --globalskills.sh
使用
安裝後，您可以通過在終端運行以下命令來使用此技能：
skills use evaluating-code-models