Create train_log_show.py

微调训练过程展示代码

train_log_show.py

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+import json
+import matplotlib.pyplot as plt
+
+# 从文件读取日志数据
+with open("../trainer_log.jsonl", "r") as f:
+    logs = [json.loads(line) for line in f.readlines()]
+
+# 提取关键信息
+steps = [log["current_steps"] for log in logs]
+loss = [log["loss"] for log in logs]
+learning_rate = [log["learning_rate"] for log in logs]
+
+# 创建一个新的图形
+plt.figure()
+
+# 画出损失曲线
+plt.subplot(211)
+plt.plot(steps, loss, label='Loss')
+plt.xlabel('Steps')
+plt.ylabel('Loss')
+plt.legend()
+
+# 画出学习率曲线
+plt.subplot(212)
+plt.plot(steps, learning_rate, label='Learning Rate')
+plt.xlabel('Steps')
+plt.ylabel('Learning Rate')
+plt.legend()
+
+# 显示图形
+plt.show()