AION
Open-source releaseLarge Language Models1 source · Sep 9, 2026

huggingface/transformers v5.17.0: Release 5.17.0

Hy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per

Key points

  • Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every
  • The context window is 1M tokens.
  • DeepSeek Sparse Attention (DSA) selects indextopk keys per query with a lightweight indexer.
  • Independent Hyper-Connections (iHC) replace the plain residual path with hcmult parallel

Sources (1)

  • [1]huggingface/transformers v5.17.0: Release 5.17.0
    GitHub: huggingface/transformers · Sep 9, 03:42 PM
    Hy4-Preview is a 780B-parameter mixture-of-experts language model that activates 49B parameters per
    Each MoE layer holds 256 routed experts plus one always-active shared expert and routes every

Extractive summary: sentences quoted from the sources.