Alternatives and similar repositories for ViTAR

Users that are interested in ViTAR are comparing it to the libraries listed below

• MzeroMiko / mamba-mini
  An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivatio…
  ☆91Updated last year
• qhfan / RALA
  [CVPR2025] Breaking the Low-Rank Dilemma of Linear Attention
  ☆22Updated 3 months ago
• OliverRensu / ARM
  [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision
  ☆80Updated 3 weeks ago
• LeapLabTHU / InLine
  Official repository of InLine attention (NeurIPS 2024)
  ☆49Updated 6 months ago
• CompVis / discrete-interpolants
  The official implementation of "[MASK] is All You Need"
  ☆121Updated 3 months ago
• rayleizhu / GLMix
  [NeurIPS 2024] official code release for our paper "Revisiting the Integration of Convolution and Attention for Vision Backbone".
  ☆40Updated 5 months ago
• RobinWu218 / SimDINO
  [ICML 2025] Official Implementation for SimDINO/SimDINOv2
  ☆143Updated 3 months ago
• EasonXiao-888 / MambaTree
  [NeurIPS2024 Spotlight] The official implementation of MambaTree: Tree Topology is All You Need in State Space Model
  ☆93Updated last year
• wangf3014 / Mamba-Reg
  ☆69Updated 4 months ago
• ZacharyMeng / PolaFormer
  Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)
  ☆64Updated last month
• czg1225 / CoDe
  [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient
  ☆102Updated 2 months ago
• YuHengsss / VSSD
  Introduce Mamba2 to Vision.
  ☆132Updated 10 months ago
• AILab-CVC / M2PT
  [CVPR'24] Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities
  ☆99Updated last year
• ethanbar11 / ssm_2d
  More dimensions = More fun
  ☆22Updated 11 months ago
• kyegomez / Vit-RGTS
  Open source implementation of "Vision Transformers Need Registers"
  ☆182Updated 2 months ago
• Amshaker / GroupMamba
  GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model [CVPR -2025]
  ☆98Updated 3 months ago
• aleemsidra / ConvLoRA
  This repository contains the pytorch code for our work IEEE ISBI 2024 paper "ConvLoRA and AdaBN Based Domain Adaptation via Self-Training…
  ☆78Updated 8 months ago
• ViTAE-Transformer / QFormer
  The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"
  ☆217Updated last year
• ChenhongyiYang / PlainMamba
  [BMVC 2024] PlainMamba: Improving Non-hierarchical Mamba in Visual Recognition
  ☆78Updated 2 months ago
• yuecao0119 / MMFuser
  The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …
  ☆55Updated 7 months ago
• UMass-Embodied-AGI / FlexAttention
  [ECCV 2024] FlexAttention for Efficient High-Resolution Vision-Language Models
  ☆40Updated 5 months ago
• hammoudhasan / DiffCLIP
  Official Implementation of DiffCLIP: Differential Attention Meets CLIP
  ☆36Updated 3 months ago
• Hprairie / Bi-Mamba2
  A Triton Kernel for incorporating Bi-Directionality in Mamba2
  ☆70Updated 6 months ago
• OpenGVLab / Mono-InternVL
  [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
  ☆47Updated 3 months ago
• callsys / DynRefer
  [CVPR 2025] DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
  ☆51Updated 3 months ago
• ZhengYu518 / VL-Mamba
  Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"
  ☆81Updated last year
• Adamdad / rational_kat_cu
  ☆63Updated 4 months ago
• MambaMixer / M2
  ☆47Updated last year
• techmonsterwang / iLLaMA
  Adapting LLaMA Decoder to Vision Transformer
  ☆28Updated last year
• FoundationVision / vaex
  🔥stable, simple, state-of-the-art VQVAE toolkit & cookbook
  ☆93Updated last year