Alternatives and similar repositories for Inner-Adaptor-Architecture

Users that are interested in Inner-Adaptor-Architecture are comparing it to the libraries listed below

• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆58Updated last year
• Kevinz-code / SeVa
  [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501
  ☆59Updated last year
• zhijie-group / Orthus
  ☆64Updated 6 months ago
• invictus717 / MiCo
  [ICCV 2025] Explore the Limits of Omni-modal Pretraining at Scale
  ☆121Updated last year
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆67Updated 10 months ago
• HumanMLLM / ViSpeak
  (ICCV2025) Official repository of paper "ViSpeak: Visual Instruction Feedback in Streaming Videos"
  ☆41Updated 5 months ago
• MME-Benchmarks / MME-Unify
  MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
  ☆41Updated 8 months ago
• Yaxin9Luo / Gamma-MOD
  [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models
  ☆40Updated last month
• mutonix / Vript
  ☆156Updated 10 months ago
• Gen-Verse / HermesFlow
  [NeurIPS 2025] HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
  ☆73Updated 2 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆98Updated last year
• MengLcool / DeepStack-VL
  [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…
  ☆72Updated last year
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆48Updated last year
• SparksJoe / Prism
  A Framework for Decoupling and Assessing the Capabilities of VLMs
  ☆43Updated last year
• waltonfuture / RL-with-Cold-Start
  SFT+RL boosts multimodal reasoning
  ☆39Updated 5 months ago
• EvolvingLMMs-Lab / VideoMMMU
  ☆62Updated 3 months ago
• icoz69 / StableLLAVA
  Official repo for StableLLAVA
  ☆95Updated last year
• alibaba / conv-llava
  ☆124Updated last year
• mshukor / ima-lmms
  [NeurIPS2024] Official code for (IMA) Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
  ☆22Updated last year
• shikiw / Modality-Integration-Rate
  [ICCV 2025] The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration R…
  ☆107Updated 5 months ago
• rese1f / aurora
  [ICLR 2025] AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark
  ☆133Updated 6 months ago
• Victorwz / MLM_Filter
  Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".
  ☆68Updated 7 months ago
• JaaackHongggg / WorldSense
  WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
  ☆34Updated 3 weeks ago
• BytedanceDouyinContent / SAIL-VL2
  The SAIL-VL2 series model developed by the BytedanceDouyinContent Group
  ☆75Updated 2 months ago
• BriansIDP / video-SALMONN-o1
  ☆37Updated 3 months ago
• ZhangXJ199 / TinyLLaVA-Video
  A Simple Framework of Small-scale LMMs for Video Understanding
  ☆105Updated 5 months ago
• InternLM / ARM-Thinker
  Official Code for "ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning"
  ☆40Updated this week
• Beckschen / LLaVolta
  [NeurIPS 2024] Efficient Large Multi-modal Models via Visual Context Compression
  ☆62Updated 9 months ago
• path2generalist / General-Level
  On Path to Multimodal Generalist: General-Level and General-Bench
  ☆19Updated 4 months ago
• TencentARC / Video-Holmes
  Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?
  ☆80Updated 4 months ago