Open Weights

An in-depth analysis of Zhipu AI's GLM-5.2, exploring its technical architecture, benchmark performance against Llama 3.1 and DeepSeek-V3, and why its text-only focus makes it a powerhouse for developers.

Learn how to deploy Zhipu AI's GLM-5.2 locally using llama.cpp, Ollama, and LM Studio. This guide covers hardware requirements, 2-bit quantization, and why open-weights models are the ultimate insurance against cloud API bans.

Cohere has introduced Aya Expanse, a new series of open-weights multilingual models designed to bridge the performance gap between English and non-English languages, featuring 8B and 32B parameter variants.