Alternatives and similar repositories for FasterVLM

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

• Gumpest / SparseVLMs
  [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".
  ☆123Updated 2 weeks ago
• lzhxmu / VTW
  Code release for VTW (AAAI 2025) Oral
  ☆43Updated 5 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆109Updated 3 months ago
• JinXins / Awesome-Token-Merge-for-MLLMs
  A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
  ☆62Updated 5 months ago
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆133Updated last year
• hasanar1f / HiRED
  [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…
  ☆39Updated 2 months ago
• ncTimTang / AKS
  [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding
  ☆73Updated 2 months ago
• xuyang-liu16 / Awesome-Token-level-Model-Compression
  📚 Collection of token-level model compression resources.
  ☆122Updated last week
• ZichenWen1 / DART
  Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"
  ☆54Updated last month
• Osilly / dynamic_llava
  [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…
  ☆42Updated 6 months ago
• ywh187 / FitPrune
  ☆48Updated last month
• thu-nics / FrameFusion
  The official code implementation of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"
  ☆44Updated last week
• ChangyuanWang17 / QVLM
  [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.
  ☆74Updated 5 months ago
• shufangxun / LLaVA-MoD
  [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
  ☆173Updated 2 months ago
• yu-rp / VisualPerceptionToken
  ☆86Updated 3 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'
  ☆217Updated 2 months ago
• SUSTechBruce / LOOK-M
  [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…
  ☆97Updated 7 months ago
• KD-TAO / DyCoke
  [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
  ☆51Updated last week
• Yxxxb / VoCo-LLaMA
  [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".
  ☆168Updated this week
• MME-Benchmarks / MME-RealWorld
  ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  ☆123Updated 3 months ago
• ZhangXJ199 / TinyLLaVA-Video-R1
  TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
  ☆74Updated last month
• liuting20 / MustDrop
  Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
  ☆30Updated 5 months ago
• ZhangAIPI / YOPO_MLLM_Pruning
  Pruning the VLLMs
  ☆96Updated 6 months ago
• hey-cjj / MoVE-KD
  [CVPR'25] Official implementation of paper "MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders".
  ☆26Updated 2 weeks ago
• double125 / MADTP
  MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
  ☆43Updated 9 months ago
• Adlith / MoE-Jetpack
  [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
  ☆125Updated 7 months ago
• mrwu-mac / ControlMLLM
  [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'
  ☆177Updated 3 weeks ago
• Hui-design / Open-LLaVA-Video-R1
  [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)
  ☆29Updated last month
• Fantasyele / LLaVA-KD
  ☆79Updated 7 months ago
• FeipengMa6 / VLoRA
  [NeurIPS 2024] Visual Perception by Large Language Model’s Weights
  ☆45Updated 2 months ago