train.py — the single file the agent edits. Contains the full GPT model, optimizer (Muon + AdamW), and training loop. Everything is fair game: architecture, hyperparameters, optimizer, batch size, etc. This file is edited and iterated on by the agent.
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第三个核心方向，是精细化运营与技术赋能，优化单位经济模型。在补贴不可持续的背景下，想要实现单位经济模型转正，只能依靠精细化运营和技术赋能来降低成本、提升效率。
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Newcomers entering the corporate world for the first time often assume senior executives will overlook junior staff members. Yet Netflix cofounder Reed Hastings experienced the reverse during his early career—his supervisor would discreetly clean the mountain of used coffee mugs accumulating at his workstation.