Ling and Ring 2.6 has released base models for Ling-2.6-1T and Ling-2.6-flash, both available on Hugging Face. The Ling-2.6-flash model (100B parameters) enables fast inference for users with 24-32GB VRAM, offering high throughput on CPU-only inference with 32GB RAM.