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Bench CLI

In Progress
02_OVERVIEW

What is Bench CLI?

Bench CLI is a command-line tool for systematically evaluating language model performance across structured tasks. It provides reproducible benchmarks with detailed scoring across dimensions like accuracy, coherence, instruction following, and reasoning depth.

Built for researchers and developers who need to compare model capabilities without relying on leaderboard metrics that don't reflect real-world usage patterns.

03_FEATURES

Planned Features

$ bench --help

Usage: bench [command] [options]

 

Commands:

run <suite>     Run a benchmark suite

compare        Compare results across models

report         Generate evaluation report

list           List available benchmark suites

 

Options:

--model <id>    Target model identifier

--format        Output format (json, csv, markdown)

--verbose       Show detailed scoring breakdown

04_STACK

Tech Stack

Python Click asyncio JSON Schema Markdown Reports