AI RESEARCH
Towards Faster Language Model Inference Using Mixture-of-Experts Flow Matching
arXiv CS.AI
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ArXi:2604.15009v1 Announce Type: new Flow matching retains the generation quality of diffusion models while enabling substantially faster inference, making it a compelling paradigm for generative modeling. However, when applied to language modeling, it exhibits fundamental limitations in representing complex latent distributions with irregular geometries, such as anisotropy and multimodality.