Machine Heart

Oct 11, 2026 · Artificial Intelligence

Tsinghua's MGFlow & Elastic Forcing: Distributional Training for One-Step Images & Streaming Video

Tsinghua researchers introduce MGFlow and Elastic Forcing, two distributional training methods that achieve state-of-the-art one-step image generation and enable efficient 14B-parameter streaming video model post-training on just 8 GPUs, using sample distribution matching instead of per-sample supervision.