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Explore latest tutorials, guides, and articles about Hardware.
Whisper Model for Edge AI on Mobile
Learn how OpenAI's Whisper ASR model runs on mobile devices, comparing model sizes, language variants, and deployment techniques like ExecuTorch and CoreML.
Read ArticleThe Importance of FP8 Hardware Support in AI Inference
Learn why native FP8 hardware support is crucial for AI inference, how it doubles TFLOPS, and which hardware (NVIDIA, AMD, Intel) currently supports it.
Read ArticleSpeed and Precision Trade-offs in AI Quantization
Explains the speed and precision trade-offs in AI quantization: INT4 vs mixed precision and INT8 vs FP8.
Read ArticleUnified Architecture Showdown: AMD Strix Halo vs Apple M3/M4/M5 Max for LLM Inference
Compares AMD Strix Halo with 128GB RAM and Apple M3 Pro/Max, M4 Pro/Max, M5 Pro/Max in terms of memory bandwidth, prompt processing (prefill) speed, and decoding (token generation) speed for local large language model inference.
Read ArticleGPU vs Apple Silicon: RTX 3090/4090/5090 TFLOPS vs M3/M4/M5 Max — LLM Inference Performance Comparison
Detailed comparison of raw compute performance, prompt processing, decoding speed, memory capacity, power consumption, and portability between NVIDIA RTX GPUs and Apple MacBook Pro M-series Max chips for local LLM inference.
Read ArticleComparing NVIDIA DGX Spark and AMD Strix Halo for Local AI
A detailed comparison of the NVIDIA DGX Spark and AMD Strix Halo (Ryzen AI Max+) covering memory bandwidth, prefill and decode performance, matrix operation support, model compatibility, price, and power.
Read ArticleThermal Management for Threadripper 7000/9000 RDIMM Modules
Guide to cooling RDIMM modules in Threadripper 7000/9000 workstations – causes of overheating, solutions, and best practices.
Read ArticleCFexpress Type B DIY: Adapter and NVMe 2230 SSD
Learn how to build your own CFexpress Type B card using an adapter and NVMe 2230 SSD for a cost-effective, high-performance storage solution for mirrorless cameras. Includes comparison with SD cards and thermal management tips.
Read ArticleRaptor Lake Stability: Overclocking, Voltages, and Memory Configuration
A guide to stabilizing Raptor Lake systems through correct voltage settings and thorough testing with y-cruncher.
Read ArticleThreadripper 7000 vs 9000: Memory Tuning Guide
Optimize memory latency and bandwidth for AMD Threadripper 7000 and 9000 series processors by correctly configuring MCLK, UCLK, and FCLK.
Read ArticleThe 2026 Memory Market: AI, Enterprise, and Chinese Competition
An overview of the memory market in 2026, highlighting the shift to enterprise AI, the rise of Chinese players, and the debate over AI spending sustainability.
Read ArticleHow HBM3 and HBM4 Work: Differences, Performance, Costs, and Future Outlook
An in-depth analysis of High Bandwidth Memory generations HBM3 and HBM4, covering architecture, speed, cost, key players, and future projections for AI computing.
Read ArticleWhat is a Motherboard?
The backbone of every computer, explained in plain language from sockets to chipsets.
Read ArticleWhat is a CPU?
The brain of your computer explained, from cores and threads to clock speeds and cache.
Read ArticleCPU Architecture Explained
How processors are designed under the hood, from x86 to ARM, and what architecture means for performance.
Read ArticleVRM and Overclocking Performance
How voltage regulator modules affect overclocking stability and why motherboard power delivery matters.
Read ArticlePower Supply Units Explained
Everything you need to know about PSUs, from wattage and efficiency to modular cables and safety.
Read ArticleSingle Rail vs Multi Rail PSU
The difference between single and multiple 12V rails in power supplies, and which one you should choose.
Read ArticleRAM Types: UDIMM, RDIMM, LPDDR
The different kinds of RAM used in desktops, servers, and laptops, and why each exists.
Read ArticleUnified Memory Architecture
How Apple Silicon and game consoles use shared memory pools for better performance and efficiency.
Read ArticleConsumer vs Pro Workstations
When to buy a Threadripper or Xeon workstation instead of a regular desktop PC.
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