Alternatives and similar repositories for saint

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

• Theia-4869 / VisPruner
  [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs
  ☆41Updated 4 months ago
• BIT-DA / ABS
  [ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
  ☆24Updated 4 months ago
• NUS-HPC-AI-Lab / SGL
  ☆27Updated 8 months ago
• scale-lab / MTLoRA
  The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)
  ☆68Updated 3 months ago
• orailix / PACT
  [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models
  ☆49Updated last month
• hasanar1f / HiRED
  [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…
  ☆41Updated 6 months ago
• ywh187 / FitPrune
  ☆58Updated 5 months ago
• Theia-4869 / FasterVLM
  Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.
  ☆95Updated 4 months ago
• Gumpest / SparseVLMs
  [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".
  ☆180Updated 4 months ago
• liuting20 / MustDrop
  Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
  ☆35Updated 9 months ago
• OpenSparseLLMs / CLIP-MoE
  CLIP-MoE: Mixture of Experts for CLIP
  ☆49Updated last year
• LeapLabTHU / InLine
  Official repository of InLine attention (NeurIPS 2024)
  ☆56Updated 10 months ago
• xuyang-liu16 / VidCom2
  🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
  ☆36Updated last week
• sdc17 / CrossGET
  [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers
  ☆34Updated 10 months ago
• KD-TAO / DyCoke
  [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
  ☆81Updated last month
• MPSC-UMBC / Efficient-Vision-Language-Models-A-Survey
  [2025] Efficient Vision Language Models: A Survey
  ☆32Updated 3 months ago
• NUS-HPC-AI-Lab / Dynamic-Tuning
  The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"
  ☆50Updated 10 months ago
• lzhxmu / VTW
  Code release for VTW (AAAI 2025 Oral)
  ☆50Updated 3 months ago
• yuecao0119 / MMFuser
  The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …
  ☆59Updated 11 months ago
• techmonsterwang / iLLaMA
  Adapting LLaMA Decoder to Vision Transformer
  ☆30Updated last year
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆152Updated last month
• SJTU-DeepVisionLab / FLoRA
  ☆41Updated last year
• yu-rp / Dimple
  Dimple, the first Discrete Diffusion Multimodal Large Language Model
  ☆108Updated 3 months ago
• ChangyuanWang17 / QVLM
  [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.
  ☆86Updated 9 months ago
• NUS-HPC-AI-Lab / DD-Ranking
  Data distillation benchmark
  ☆68Updated 4 months ago
• czg1225 / VeriThinker
  [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient
  ☆59Updated last month
• ZichenWen1 / DART
  [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"
  ☆84Updated 2 weeks ago
• JinXins / Awesome-Token-Merge-for-MLLMs
  A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
  ☆74Updated this week
• liuting20 / Sparse-Tuning
  ☆30Updated last year
• vbdi / divprune
  [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models
  ☆51Updated 5 months ago