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How to Fine-Tune Qwen2.5 with LoRA and Publish Your Model on Hugging Face: A Step-by-Step Guide
Building a fashion attribute extractor with teacher-generated data, a 0.5B student model, and Google Colab. Fine-tuning a language model sounds complicated until you break the process into smaller st...
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Claude Code Missed $800K in Contracts. Hereâs How to Check Yoursâ
An AlixPartners talk showed how messy contract data fooled Claude Code. In 510 real contracts, 18% auto-renew with a notice period, so the real deadline comes before the end date. Claude Code gave a ...
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Beagle Lesson #3: How to Stop an AI Agent from Changing What You Approved
A practical guide to exact-action approvals, stale requests and replay, with a local Python exercise. Approval should cover the exact action that runs, including its target, scope and expiry. An assi...
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