LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture
☆213Jan 6, 2025Updated last year
Alternatives and similar repositories for LongLLaVA
Users that are interested in LongLLaVA are comparing it to the libraries listed below
Sorting:
- Long Context Transfer from Language to Vision☆402Mar 18, 2025Updated 11 months ago
- [ICCV 2025] Dynamic-VLM☆28Dec 16, 2024Updated last year
- A lightweight flexible Video-MLLM developed by TencentQQ Multimedia Research Team.☆74Oct 14, 2024Updated last year
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆39Mar 16, 2025Updated 11 months ago
- ☆32Jul 29, 2024Updated last year
- "Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?"☆37Nov 13, 2024Updated last year
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆233Nov 7, 2025Updated 3 months ago
- INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model☆42Aug 4, 2024Updated last year
- 🔥🔥First-ever hour scale video understanding models☆610Jul 14, 2025Updated 7 months ago
- [ICML 2025] Official PyTorch implementation of LongVU☆423May 8, 2025Updated 9 months ago
- Code for paper: "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines"☆11Oct 11, 2024Updated last year
- Official InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows☆19Nov 4, 2025Updated 3 months ago
- [ICLR 2025] MLLM for On-Demand Spatial-Temporal Understanding at Arbitrary Resolution☆331Jul 4, 2025Updated 7 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆54Mar 9, 2025Updated 11 months ago
- LLaVA-UHD v3: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs☆415Dec 20, 2025Updated 2 months ago
- PyTorch code for "ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning"☆21Oct 28, 2024Updated last year
- XVERSE-MoE-A36B: A multilingual large language model developed by XVERSE Technology Inc.☆39Sep 12, 2024Updated last year
- ☆155Oct 31, 2024Updated last year
- [ECCV 2024🔥] Official implementation of the paper "ST-LLM: Large Language Models Are Effective Temporal Learners"☆150Sep 10, 2024Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆139Jun 12, 2024Updated last year
- Python Library to evaluate VLM models' robustness across diverse benchmarks☆221Oct 20, 2025Updated 4 months ago
- Official repository for the paper PLLaVA☆676Jul 28, 2024Updated last year
- Eagle: Frontier Vision-Language Models with Data-Centric Strategies☆929Oct 25, 2025Updated 4 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆42Dec 16, 2025Updated 2 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆52Jul 11, 2025Updated 7 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆237Oct 14, 2025Updated 4 months ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆86Mar 21, 2024Updated last year
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆36Jul 11, 2024Updated last year
- Official GPU implementation of the paper "PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance"☆132Nov 19, 2024Updated last year
- [ECCV'24 Oral] PiTe: Pixel-Temporal Alignment for Large Video-Language Model☆17Feb 13, 2025Updated last year
- ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆731Dec 8, 2025Updated 2 months ago
- This is the official implementation of ICCV 2025 "Flash-VStream: Efficient Real-Time Understanding for Long Video Streams"☆271Oct 15, 2025Updated 4 months ago
- The official PyTorch implementation for Improving Long-Text Alignment for Text-to-Image Diffusion Models (LongAlign)☆80Apr 23, 2025Updated 10 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆305Sep 11, 2024Updated last year
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆193Mar 17, 2025Updated 11 months ago
- Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.☆2,083Jul 29, 2024Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆69Jun 9, 2024Updated last year
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆152Oct 21, 2025Updated 4 months ago
- Fast LLM Training CodeBase With dynamic strategy choosing [Deepspeed+Megatron+FlashAttention+CudaFusionKernel+Compiler];☆40Jan 4, 2024Updated 2 years ago