Local-Llm
Best Local LLMs for Summarization
Qwen 2.5 14B is the summarization sweet spot — strong instruction following, 128K context for 200-page docs, fits on 16GB VRAM. Model picks by use case, quality ratings, chunking strategies, and prompting tips.
Best Local LLMs for RAG in 2026
The best local models for retrieval-augmented generation by VRAM tier. Qwen 3, Command R 35B, embedding models, and RAG stacks with real failure modes.
Run Your First Local LLM in 15 Minutes
Install Ollama, pull a model, and chat with AI offline—all in 15 minutes. Works on any Mac, Windows, or Linux machine with 8GB RAM. No accounts, no API keys, no fees.