Compare coding models with tests, not guesses.
Benchmarks code-generation models and produces functional-correctness scores for comparing their coding abilities.
When to use it
Use when evaluating code generation, testing multilingual coding or functional correctness, benchmarking for leaderboards, or assessing fill-in-the-middle capabilities.
Give it a model ID or local path and benchmark task names; it runs evaluations and saves metrics for analysis.
What you provide
Requires the evaluation harness; the quick start provides installation commands.
Declares transformers version 4.25.1 or newer as a dependency.
This skill
GitHub
Downloads the harness from GitHub
bigcode-evaluation-harness
Installs the evaluation harness