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README

Benchmark

This directory contains guides for reproducing AReaL's throughput and algorithmic performance benchmarks, as reported in the paper.

As of January 2026, AReaL has been fully refactored from the original realhf directory to the new areal directory. The legacy configurations and instructions are no longer compatible with the current codebase. For reference, you can still access the legacy configs and run experiments within realhf by reverting to commit 820ca49 or earlier.

Updated benchmark results for the new codebase will be available soon.