Alternatives and similar repositories for MMInstruct

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

• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆47Updated 10 months ago
• palchenli / VL-Instruction-Tuning
  ☆91Updated last year
• alibaba / conv-llava
  ☆119Updated last year
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆83Updated 8 months ago
• TencentARC / GVT
  Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".
  ☆58Updated 2 years ago
• yuecao0119 / MMFuser
  The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …
  ☆58Updated 10 months ago
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆57Updated last year
• RifleZhang / LLaVA-Reasoner-DPO
  ☆91Updated 8 months ago
• core-mm / core-mm
  ☆17Updated last year
• Yangyi-Chen / SOLO
  [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"
  ☆147Updated 10 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆70Updated last year
• si0wang / VisVM
  ☆45Updated 9 months ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆51Updated 10 months ago
• joez17 / VideoNIAH
  VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
  ☆48Updated 6 months ago
• MengLcool / DeepStack-VL
  [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…
  ☆57Updated last year
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆57Updated 9 months ago
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆37Updated 6 months ago
• mlfoundations / VisIT-Bench
  ☆50Updated last year
• FreedomIntelligence / TRIM
  We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…
  ☆14Updated 9 months ago
• thunlp / DeepPerception
  DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
  ☆66Updated 3 months ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆86Updated last year
• vlf-silkie / VLFeedback
  ☆100Updated last year
• XMUDeepLIT / AVG-LLaVA
  Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"
  ☆32Updated 11 months ago
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  Official implementation of the Law of Vision Representation in MLLMs
  ☆166Updated 10 months ago
• yfzhang114 / LLaVA-Align
  [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…
  ☆82Updated 7 months ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆85Updated last month
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated last year
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆48Updated last year
• MAmmoTH-VL / MAmmoTH-VL
  (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
  ☆48Updated 4 months ago
• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆74Updated last week