📰 Dev.to · Natnael Alemseged

Articles from Dev.to · Natnael Alemseged · 2 articles · Updated every 3 hours · View all reads

All ⚡ AI Lessons (22951) ArXiv cs.AI Dev.to AI Medium · Programming Medium · Machine Learning Medium · AI Medium · Cybersecurity

"Return JSON only" doesn't force JSON. Here's what actually forces it.

Dev.to · Natnael Alemseged 🧠 Large Language Models ⚡ AI Lesson 14h ago

"Return JSON only" doesn't force JSON. Here's what actually forces it.

Why instruction-following and constrained decoding are completely different mechanisms — and what it means for every pipeline that acts on structured LLM output

Why Merged LoRA Barely Changes Inference Time

Dev.to · Natnael Alemseged 1d ago

Why Merged LoRA Barely Changes Inference Time

While my peer was benchmarking a sales conversion classifier fine-tuned on Qwen3-0.6B, a merged LoRA...