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1. microsoft/ArchScale microsoft/ArchScale Public

   Simple & Scalable Pretraining for Neural Architecture Research

   Python 305 32

2. microsoft/Samba microsoft/Samba Public

   [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

   Python 933 47

3. SeqBoat SeqBoat Public

   [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling

   Assembly 40 1

4. SparseLT SparseLT Public

   [EMNLP 2022] Language Model Pre-Training with Sparse Latent Typing

   Python 14 2

5. HySPA HySPA Public

   [ACL 2021 Findings] HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction

   Python 10 3

6. ComerNet ComerNet Public

   [EMNLP 2019] Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation

   Python 30 8