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Local LLM Performance Verification for 16GB VRAM or Less Part 7: Was the "Coder-Specialized Model" Just for Show? How 4 Popular Models Were Completely Defeated by the Benchmark ...

This time, I have gathered four open models that claim to be "coding-specialized." While the lineup is varied, including Qwen-based and Gemma fine-tuned models, they all share one goal: to verify if ...
Hosted on MSN

I used Meta Llama 4, Qwen 3-Coder and Gemma 4 to develop a Python app, and only one model is worth keeping for developers

Local LLMs have become more capable than ever, and unsurprisingly, they've become part of more workflows than ever before. From coding and brainstorming to research and agentic automation, running ...
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Get a Head Start on Summer Research Projects! A Roadmap for Kids Transitioning from Scratch to Python

“I’ve mastered Scratch, but what should I do next?” My child was in the same situation, so I understand this very well. Even though they can make games and videos in Scratch, they hit a wall thinking, ...
GitHub

A terminal alarm clock built in Python. No dependencies beyond the standard library.

$ python alarm_clock.py ⏰ Alarm Clock (type help for commands) # TIME LABEL REPEAT STATUS ─ ──── ───────────────────── ────── ──────────── 1 07:30 Wake up daily ...
GitHub

A Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi.

See my DrGFreeman/rps-cv-data-science repository where I posted different notebooks demonstrating some cool data science analysis on the image dataset resulting from this project. This project results ...