Alternatives and similar repositories for ALToLLM

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

• congvvc / InstructSeg
  [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"
  ☆51Updated 10 months ago
• PhoenixZ810 / RISEBench
  [NIPS 2025 DB Oral] Official Repository of paper: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
  ☆120Updated 2 weeks ago
• OpenGVLab / Mono-InternVL
  [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
  ☆96Updated 4 months ago
• eric-ai-lab / GRIT
  Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
  ☆164Updated last week
• Haochen-Wang409 / ross
  [ICLR'25] Reconstructive Visual Instruction Tuning
  ☆129Updated 8 months ago
• showlab / VideoLISA
  [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
  ☆143Updated 11 months ago
• appletea233 / Temporal-R1
  Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
  ☆58Updated 6 months ago
• lizhou-cs / mglmm
  ☆32Updated last year
• FeipengMa6 / VLoRA
  [NeurIPS 2024] Visual Perception by Large Language Model’s Weights
  ☆55Updated 8 months ago
• AFeng-x / Draw-and-Understand
  [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want
  ☆92Updated last week
• kodenii / Ref-Diff
  Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models
  ☆19Updated 6 months ago
• xuyang-liu16 / VidCom2
  [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
  ☆40Updated last week
• ChocoWu / SeTok
  Codes for ICLR 2025 Paper: Towards Semantic Equivalence of Tokenization in Multimodal LLM
  ☆75Updated 7 months ago
• lxtGH / DenseWorld-1M
  Code and dataset link for "DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World"
  ☆116Updated 2 months ago
• wdrink / OpenTokenizer
  ☆21Updated 10 months ago
• ziqipang / MR-Video
  MR. Video: MapReduce is the Principle for Long Video Understanding
  ☆28Updated 7 months ago
• shilinyan99 / CrossLMM
  CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms
  ☆25Updated 6 months ago
• Tencent / HaploVLM
  ICML2025
  ☆61Updated 3 months ago
• showlab / UniRL
  The code repository of UniRL
  ☆46Updated 6 months ago
• Cooperx521 / ScaleCap
  Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’
  ☆58Updated 5 months ago
• wuw2019 / LoTLIP
  [NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
  ☆46Updated 10 months ago
• Visual-AI / PruneVid
  [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models
  ☆60Updated 6 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆134Updated 9 months ago
• whwu95 / FreeVA
  FreeVA: Offline MLLM as Training-Free Video Assistant
  ☆65Updated last year
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆80Updated last year
• zhouyiks / CoLVA
  ☆40Updated 5 months ago
• SuleBai / SC-CLIP
  [IEEE TIP 2025] Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation
  ☆56Updated last week
• zhang9302002 / ThinkingWithVideos
  The official code of "Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning"
  ☆68Updated last month
• hanghuacs / FineCaption
  ☆37Updated 5 months ago
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆109Updated 6 months ago