Hcompany Releases NeoMME: Multimodal-Native Multilingual Encoder with Masked Discrete Diffusion

Hcompany · hf · 2026-09-03

Hcompany released NeoMME on Hugging Face, a single-tower multimodal-native multilingual foundation encoder. It uses small bidirectional encoders pretrained with masked discrete diffusion, achieving strong visual document retrieval and high compression of late-interaction embeddings for efficient fine-tuning and inference.

Related event: NeoMME: single-tower multimodal multilingual encoders launched, 260M tops ViDoRe v3 under 800M(7 posts)→

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