I Built a Local RAG System for Telecom Operations — Here's Everything I Learned
A full technical deep-dive into building TelecomOps RAG: two-machine LAN setup, 31K semantic chunks, Mistral 7B on an RTX 3050, and the real production gotchas nobody writes about.
Read →Fine-tuning LLMs with QLoRA: A Practical Production Guide
A complete walkthrough of QLoRA fine-tuning — from dataset preparation to production inference. What the papers don't tell you, and what actually breaks in practice.
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