On July 1, 2026, developer JustVugg released Colibri, a 14,700-line pure-C inference engine that runs GLM-5.2, a 744-billion-parameter Mixture-of-Experts model, on 25GB of RAM with no GPU, using an LR…
A developer known as JustVugg built Colibri, a pure C inference engine that runs the 744-billion-parameter GLM-5.2 model on a laptop with 25 GB of RAM by streaming experts from disk instead of loading…
Samosa Chat, an independent Apache-2.0 project, enables local inference of the Qwen3.6-35B-A3B model on a 16 GB Apple Silicon Mac entirely on CPU with no cloud account or telemetry. The tool fits the …
A developer successfully ran GLM 5.2, a 744B-parameter Mixture-of-Experts model, on a laptop with 32GB RAM by streaming routed experts from disk. The project, called Colibrì, is a single C file engine…