How to Install EvalScope on Ubuntu 24.04

EvalScope is a streamlined, customizable framework from Alibaba's ModelScope team for efficient evaluation and performance benchmarking of large models — covering LLMs, VLMs, and AI agents. It provides a unified API for running benchmarks like MMLU, GSM8K, and HumanEval, supports native and OpenAI-compatible model APIs, and integrates with the ModelScope ecosystem. Evaluate models across multiple benchmarks with a single command, generate detailed reports, and compare results side by side.