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怎样改善训练中断导致的模型损坏问题?

2025-08-30 2.0 K

训练容错与恢复方案

针对意外中断的情况:

  1. 检查点配置::
    • 在配置文件中设置save_every_n_epochs: 1
    • start usingresume: true自动恢复选项
  2. 安全中断流程::
    • utilizationSIGTERM信号而非Ctrl+C强制终止
    • 等待控制台输出checkpoint saveddraw attention to sth.
  3. 恢复训练::
    • 重新执行python run.py config/my_config.yml
    • 系统会自动加载output/last.ckpt

应急处理:
1. 若出现文件损坏,使用flux_utils.pyhit the nail on the head--repair参数修复
2. 备份training_state目录到云端

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