Ting

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"Write a paper on X"                         → full mode（完整论文草稿）
"Guide me through writing a paper"           → plan mode（逐章苏格拉底引导）
"Build a paper outline"                      → outline-only mode
"I have a draft, here are reviewer comments" → revision mode（整合审稿意见）
"Parse these reviewer comments"              → revision-coach mode（修改路线图）
"Write an abstract"                          → abstract-only mode
"Generate an AI disclosure for NeurIPS"      → disclosure mode（生成 AI 使用声明）

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for epoch in range(num_epochs):
    for batch in dataloader:
        inputs, targets = batch
        outputs = model(inputs)
        loss = loss_fn(outputs, targets)

        optimizer.zero_grad()
        loss.backward()
        optimizer.step()