<p>➀ Discusses technical challenges and benefits of deploying language models on IoT edge devices, including reduced latency, enhanced privacy, and bandwidth efficiency; </p><p>➁ Explores techniques like model compression, quantization, and edge-specific architectures to overcome computational and power constraints; </p><p>➂ Highlights applications in smart homes, industrial automation, healthcare, and autonomous vehicles, emphasizing real-world implementations and open-source contributions.</p>