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1. Awesome-Multimodal-Large-Language-Models Awesome-Multimodal-Large-Language-Models Public

   ✨✨Latest Advances on Multimodal Large Language Models

   17.1k 1.1k

2. MME-Benchmarks/Video-MME MME-Benchmarks/Video-MME Public

   ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

   700 26

3. VITA-MLLM/VITA VITA-MLLM/VITA Public

   ✨✨[NeurIPS 2025] VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

   Python 2.5k 180

4. VITA-MLLM/Long-VITA VITA-MLLM/Long-VITA Public

   ✨✨Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

   Python 307 29

5. VITA-MLLM/VITA-Audio VITA-MLLM/VITA-Audio Public

   ✨✨[NeurIPS 2025] VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model

   Python 668 60

6. VITA-MLLM/Woodpecker VITA-MLLM/Woodpecker Public

   ✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models

   Python 642 30