A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
☆90Oct 26, 2025Updated 9 months ago
Alternatives and similar repositories for Awesome-Token-Merge-for-MLLMs
Users that are interested in Awesome-Token-Merge-for-MLLMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of RankE: End-to-End Discrete Text-to-Image Post-Training via Rank-Consistent Alignment☆22May 27, 2026Updated 2 months ago
- [ICLR 2026] MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding☆21Feb 27, 2026Updated 5 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆944Jul 27, 2026Updated last week
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Jan 8, 2025Updated last year
- [ICML 2024] VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling☆10Sep 22, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS'25] FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance☆21Dec 15, 2025Updated 7 months ago
- ☆68Jan 23, 2026Updated 6 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆151Mar 6, 2025Updated last year
- Code release for VTW (AAAI 2025 Oral)☆68Nov 4, 2025Updated 9 months ago
- [CPAL 2026 oral] Offical implementation of "ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models Pruning”☆17Updated this week
- [arxiv 2025] SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot☆22Oct 8, 2025Updated 9 months ago
- Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights☆32Jan 9, 2026Updated 6 months ago
- [CVPR 2026] EarlyTom: Early Token Compression Completes Fast Video Understanding☆34Jun 22, 2026Updated last month
- ☆40Jun 8, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆114Nov 22, 2025Updated 8 months ago
- A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI☆495Updated this week
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆72Sep 18, 2025Updated 10 months ago
- [CVPR'25] MergeVQ: A Unified Framework for Visual Generation and Representation with Token Merging and Quantization☆51Jul 22, 2025Updated last year
- [ICML'25][TPAMI'26] Official implementation of paper "SparseVLM" and "SparseVLM+".☆268Updated this week
- LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs☆41Apr 2, 2026Updated 4 months ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 5 years ago
- 📚 Collection of token-level model compression resources.☆201Sep 3, 2025Updated 11 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆121Oct 12, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Dysl-vla:Official code for "DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipu…☆25Jul 9, 2026Updated 3 weeks ago
- [NeurIPS 2025] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆84Oct 10, 2025Updated 9 months ago
- Webpage: https://chuny9743.github.io/AI4WaterEnv_Webpage/☆35Apr 14, 2026Updated 3 months ago
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆593Jan 4, 2025Updated last year
- ☆27Mar 5, 2026Updated 4 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆103Nov 9, 2024Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆33Oct 12, 2024Updated last year
- [AAAI 2025] Video Diffusion Models are Strong Video Inpainter☆18Jul 21, 2025Updated last year
- [TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198☆376Jul 27, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2026] Offical implementation of "OBS-Diff".☆66Mar 5, 2026Updated 4 months ago
- This is the open-source code for TokenCarve.☆25Jan 23, 2026Updated 6 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆114Jun 29, 2025Updated last year
- About Official PyTorch(MMCV) implementation of “SUMix: Mixup with Semantic and Uncertain Information” (ECCV 2024)☆12Sep 2, 2024Updated last year
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆173Mar 8, 2026Updated 4 months ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆106Sep 20, 2025Updated 10 months ago
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆56Mar 31, 2025Updated last year