Teaching Qwen3-4B to Trade: From Hold-Collapse to +9.4% Returns

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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'm pivoting to GRPO reinforcement learning.

Read on /posts/trading-llm/ ↗