Fig. 01
Open Source AI·9 min read
GGUF vs GGML Models 2026: Comparison for Local AI Deployment
The GGML file format was replaced by GGUF in August 2023, and current local LLM tools load GGUF files. This guide compares GGUF runtimes such as llama.cpp, Ollama and LM Studio and explains common quantization choices.
Fig. 02
Open Source AI·12 min read
Local LLM Comparison 2026: Ollama and Gemma 4 on Phones
An overview of running local LLMs on smartphones in 2026 with Ollama (via Termux), llama.cpp and MLC LLM, and Google's Gemma 4 E2B and E4B edge models. It covers setup, quantization and the tradeoffs, citing vendor-published figures.
Fig. 03
Open Source AI·16 min read
Best Open Source LLMs 2026: Llama vs DeepSeek vs Qwen
A comparison of open-weight LLMs from Meta, DeepSeek, Alibaba, Mistral, Google and Microsoft, covering parameters, context length, licenses, vendor-reported benchmarks and fine-tuning options. It also notes the latest releases as of September 2026.