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Training Data Construction

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Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Jul 3, 2026 · Artificial Intelligence

Deep Research Series: 12 Articles From the Basic Loop to the First Training Review

This article reorganizes a 12‑part Deep Research Agent series into a logical learning path, summarizing each part’s problem, key solutions, and practical takeaways—from building a runnable loop and handling tool failures to data construction, context management, and training evaluation.

Context ManagementDeep ResearchInference Optimization
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Deep Research Series: 12 Articles From the Basic Loop to the First Training Review