Alternatives and similar repositories for SparseVLMs

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

• Theia-4869 / FasterVLM
  Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.
  ☆90Updated 2 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆121Updated 6 months ago
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆144Updated 2 months ago
• ChangyuanWang17 / QVLM
  [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.
  ☆79Updated 8 months ago
• Theia-4869 / CDPruner
  Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.
  ☆52Updated 2 months ago
• ZichenWen1 / DART
  [EMNLP 2025 main] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"
  ☆72Updated last week
• KD-TAO / DyCoke
  [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
  ☆73Updated last week
• lzhxmu / VTW
  Code release for VTW (AAAI 2025 Oral)
  ☆50Updated last month
• thu-nics / FrameFusion
  [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"
  ☆57Updated 2 weeks ago
• ywh187 / FitPrune
  ☆55Updated 4 months ago
• JinXins / Awesome-Token-Merge-for-MLLMs
  A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
  ☆70Updated 8 months ago
• xuyang-liu16 / Awesome-Token-level-Model-Compression
  📚 Collection of token-level model compression resources.
  ☆157Updated last week
• yu-rp / VisualPerceptionToken
  ☆114Updated 5 months ago
• double125 / MADTP
  MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
  ☆46Updated last year
• cokeshao / Awesome-Multimodal-Token-Compression
  Survey: https://arxiv.org/pdf/2507.20198
  ☆133Updated this week
• dvlab-research / VisionZip
  Official repository for VisionZip (CVPR 2025)
  ☆347Updated last month
• Adlith / MoE-Jetpack
  [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
  ☆130Updated 9 months ago
• ncTimTang / AKS
  [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding
  ☆100Updated 2 weeks ago
• vbdi / divprune
  [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models
  ☆45Updated 3 months ago
• liuting20 / MustDrop
  Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
  ☆34Updated 8 months ago
• Yxxxb / VoCo-LLaMA
  [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".
  ☆189Updated 2 months ago
• mrwu-mac / ControlMLLM
  [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'
  ☆192Updated last month
• Osilly / dynamic_llava
  [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…
  ☆51Updated 9 months ago
• MCG-NJU / p-MoD
  [ICCV 2025] p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay
  ☆42Updated 2 months ago
• saccharomycetes / mllms_know
  [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'
  ☆254Updated 4 months ago
• MAC-AutoML / QuoTA
  This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…
  ☆73Updated 4 months ago
• orailix / PACT
  [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models
  ☆39Updated last month
• Video-R1 / Awesome-Multimodal-Reasoning
  Collections of Papers and Projects for Multimodal Reasoning.
  ☆106Updated 4 months ago
• xuyang-liu16 / VidCom2
  🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
  ☆31Updated 3 months ago
• shufangxun / LLaVA-MoD
  [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
  ☆194Updated 5 months ago