Small Language Models (SLMs) <3B google/gemma-3n-E4B-it-litert-preview Image-Text-to-Text • Updated May 26, 2025 • 1.5k google/gemma-3n-E2B-it-litert-preview Image-Text-to-Text • Updated May 20, 2025 • 617 openbmb/MiniCPM4-0.5B Text Generation • 0.4B • Updated Oct 20, 2025 • 8.1k • 81 microsoft/Phi-4-mini-instruct Text Generation • 4B • Updated Dec 10, 2025 • 332k • • 888
SSM & Mamba Collection of State Space Model and Mamba Mamba: Linear-Time Sequence Modeling with Selective State Spaces Paper • 2312.00752 • Published Dec 1, 2023 • 152 Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Paper • 2401.09417 • Published Jan 17, 2024 • 61 Vivim: a Video Vision Mamba for Medical Video Object Segmentation Paper • 2401.14168 • Published Jan 25, 2024 • 2 HiPPO: Recurrent Memory with Optimal Polynomial Projections Paper • 2008.07669 • Published Aug 17, 2020 • 2
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Paper • 2312.00752 • Published Dec 1, 2023 • 152
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Paper • 2401.09417 • Published Jan 17, 2024 • 61
Vivim: a Video Vision Mamba for Medical Video Object Segmentation Paper • 2401.14168 • Published Jan 25, 2024 • 2
HiPPO: Recurrent Memory with Optimal Polynomial Projections Paper • 2008.07669 • Published Aug 17, 2020 • 2
Small Language Models (SLMs) <3B google/gemma-3n-E4B-it-litert-preview Image-Text-to-Text • Updated May 26, 2025 • 1.5k google/gemma-3n-E2B-it-litert-preview Image-Text-to-Text • Updated May 20, 2025 • 617 openbmb/MiniCPM4-0.5B Text Generation • 0.4B • Updated Oct 20, 2025 • 8.1k • 81 microsoft/Phi-4-mini-instruct Text Generation • 4B • Updated Dec 10, 2025 • 332k • • 888
SSM & Mamba Collection of State Space Model and Mamba Mamba: Linear-Time Sequence Modeling with Selective State Spaces Paper • 2312.00752 • Published Dec 1, 2023 • 152 Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Paper • 2401.09417 • Published Jan 17, 2024 • 61 Vivim: a Video Vision Mamba for Medical Video Object Segmentation Paper • 2401.14168 • Published Jan 25, 2024 • 2 HiPPO: Recurrent Memory with Optimal Polynomial Projections Paper • 2008.07669 • Published Aug 17, 2020 • 2
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Paper • 2312.00752 • Published Dec 1, 2023 • 152
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Paper • 2401.09417 • Published Jan 17, 2024 • 61
Vivim: a Video Vision Mamba for Medical Video Object Segmentation Paper • 2401.14168 • Published Jan 25, 2024 • 2
HiPPO: Recurrent Memory with Optimal Polynomial Projections Paper • 2008.07669 • Published Aug 17, 2020 • 2