Coding
Qwen3 Complete Guide: Every Model from 0.6B to 235B
Qwen3 is the best open model family for budget local AI. Dense models from 0.6B to 32B, MoE models that punch above their weight, and a /think toggle no one else has.
CodeLlama vs DeepSeek Coder vs Qwen Coder: Best Local Coding Models Compared
CodeLlama vs DeepSeek Coder vs Qwen Coder vs Codestral benchmarked: HumanEval scores, VRAM per quant, and speed tests. Qwen 7B beats CodeLlama 70B.
Best Local LLMs for Data Analysis
Qwen 2.5 Coder 32B writes better pandas code than GPT-4 did a year ago. DeepSeek Coder V2 generates accurate SQL on 12GB VRAM. Model picks by task, prompting strategies, and a practical LLM + Python workflow.
Qwen Models Guide: The AI Family You're Missing
Complete Qwen models guide covering Qwen 3, Qwen 2.5 Coder, and Qwen-VL. VRAM requirements, Ollama setup, thinking mode, and benchmarks vs Llama and DeepSeek.
Best Models for Coding Locally in 2026
The best local LLMs for coding in 2026, ranked by VRAM tier. Benchmarks, editor setup, and practical recommendations for developers replacing Copilot.