Edge AI

The official launch of llama.app marks a major milestone for local LLMs, bringing a zero-config web interface to the world's most popular inference engine.

Learn how to optimize and fine-tune small language models (SLMs) like moeinGTS 1.5B for high-speed local inference using LoRA and GGUF quantization.

Google has released Gemma 4 models with Quantization-Aware Training (QAT), enabling 4-bit and 2-bit weights that maintain high accuracy for edge device deployment.

Discover how PFlash achieves a 10x speedup in llama.cpp prefill, the latest Ollama performance updates for Qwen models, and a guide to deploying fine-tuned Llama 3.2 on Android.

An in-depth technical analysis of NVIDIA's new 4B parameter multimodal model, featuring 128k context support for audio, video, and document processing.

An in-depth look at Google's Gemma 4 family, the mechanics of Mixture of Experts (MoE), and how small, edge-capable models are transforming data pipelines and developer workflows.

A deep dive into the latest breakthroughs for Google's Gemma 4, including critical memory optimizations in llama.cpp, Ollama performance on RTX 3090, and ultra-efficient NPU deployments.

A comprehensive guide to the shift from Naive RAG to Agentic and Graph architectures, the rise of open-weight dominance, and the emergence of Edge AI and Diffusion LLMs.

A comprehensive guide to deploying state-of-the-art Vision Language Models like PaliGemma and Moondream on Jetson Orin platforms using TensorRT and quantization techniques.

Learn how to build a fully private Personal Health Record (PHR) analyzer using Llama-3, WebGPU, and WebLLM. This guide covers local inference, React integration, and edge AI optimization.

Scout AI is redefining modern warfare by integrating advanced AI agents and LLM-driven reasoning into lethal autonomous systems, marking a significant shift in defense technology.

Reports suggest OpenAI is developing a $200-$300 smart speaker featuring advanced computer vision and facial recognition, marking a massive shift from software to hardware-integrated AI.