- Replace GitHub/berkeley direct downloads with HF datasets API - MMLU: cais/mmlu (all config), map val->validation split, write per-subject CSV - HumanEval: openai/openai_humaneval - IFEval: google/IFEval - Enables HF_ENDPOINT mirror for faster downloads in CN