comparison
Qwen 3 vs Llama 3: Configuring Local LLMs for Actual Performance
Comparing Qwen 3 and Llama 3 for local inference — configuration tips, migration steps, and honest benchmarks from real-world testing.
llmqwenlocal-ai
debugging
How to Run a 400B Parameter LLM on a Phone (Yes, Really)
A 400B LLM ran on an iPhone 17 Pro. Here's how flash offloading and aggressive quantization make the impossible possible.
llmon-device-aimobile-development
tutorial
Flash-KMeans Dropped and It Makes sklearn Look Slow
Flash-KMeans brings Flash Attention-style optimizations to K-Means clustering — 5-16x faster with less memory. Here's what it means for your ML pipelines.
machine-learningalgorithmspython