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      <title>Teaching Qwen3-4B to Trade: From Hold-Collapse to &#43;9.4% Returns</title>
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      <description>How I fine-tuned a 4B parameter LLM into a trading decision model using a 5-stage SFT waterfall and weighted CCE loss, then why I&amp;#39;m pivoting to GRPO reinforcement learning.</description>
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