Solving GPU Boot Errors: Understanding initramfs and Driver Conflicts
Deep dive into Linux GPU boot errors, driver conflicts between nouveau and NVIDIA, and how initramfs solves the chicken-and-egg problem of early driver loading.
Technical Articles - Page 2
Deep dive into machine learning, computer vision, and software engineering. Expert insights on AI, local LLMs, quantization, and practical implementation details from real-world projects.
Articles - Page 2
Interactive H.264 Guide: Understanding Video Compression Through Visualization
Dive deep into H.264 video compression with interactive visualizations. Explore motion estimation, DCT transforms, quantization, rate-distortion optimization, and more through hands-on demos that make complex concepts accessible.
Understanding GGML Files: A Deep Dive into Quantization and Visualization of File Structure
A detailed visualization of the file structure of GGML files, including the mapping of blocks to their corresponding positions in the file.
Quantization Deep Dive: From FP32 to INT4 - The Complete Guide
Master neural network quantization with interactive visualizations. Explore QAT, PTQ, GPTQ, AWQ, and SmoothQuant methods for efficient model deployment.
How TensorRT Works: Deep Dive into NVIDIA Inference Optimization Engine
A comprehensive exploration of TensorRT architecture, optimization techniques, and deployment strategies with interactive visualizations.
Kernel Fusion: A Smart Way to Enhance Neural Networks Performance
Dive deep into Kernel Fusion, a technique that combines multiple neural network operations into unified kernels improving performance in deep learning models.
Showing 7-12 of 21 articles