A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI
☆531Oct 2, 2026Updated this week
Alternatives and similar repositories for Awesome-Collection-Token-Reduction
Users that are interested in Awesome-Collection-Token-Reduction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A paper list of some recent works about Token Compress for Vit and VLM☆959Sep 24, 2026Updated last week
- [TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198☆397Jul 27, 2026Updated 2 months ago
- [NeurIPS 2025 🔥] Official implementation for "Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retenti…☆66Mar 5, 2026Updated 6 months ago
- Towards Efficient Multimodal Large Language Models: A Survey on Token Compression☆226Sep 21, 2026Updated last week
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆88Apr 16, 2026Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆85Jul 1, 2025Updated last year
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆110Sep 20, 2025Updated last year
- [NeurIPS 2025] FastVID: Dynamic Density Pruning for Fast Video Large Language Models☆39Nov 10, 2025Updated 10 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆122Oct 12, 2025Updated 11 months ago
- 📚 Collection of token-level model compression resources.☆203Sep 3, 2025Updated last year
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆90Oct 26, 2025Updated 11 months ago
- Official repository for VisionZip (CVPR 2025)☆453Jul 21, 2025Updated last year
- [ACL-2026 Findings] Implementation for HiPrune, a training-free visual token pruning method for VLM acceleration.☆61Apr 29, 2026Updated 5 months ago
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆71May 15, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official code for **Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity** (PruneSI…☆14Mar 25, 2026Updated 6 months ago
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,440Updated this week
- [ICML'25][TPAMI'26] Official implementation of paper "SparseVLM" and "SparseVLM+".☆280Jul 30, 2026Updated 2 months ago
- node of the decentralized AI network (DeAI), bridging the power of AI and decentralized economy☆33Oct 30, 2024Updated last year
- [CVPR 2026] OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆109Apr 20, 2026Updated 5 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆153Mar 6, 2025Updated last year
- [ACL2026 Main] Data & Code of "Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods"☆37Apr 9, 2026Updated 5 months ago
- Code release for VTW (AAAI 2025 Oral)☆66Nov 4, 2025Updated 10 months ago
- [ICLR 2026] Official code repository for "⚡️VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration"☆58Jun 17, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [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…☆600Jan 4, 2025Updated last year
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆65Oct 9, 2025Updated 11 months ago
- [CVPR 2026] Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients☆25Jun 21, 2026Updated 3 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆118Nov 22, 2025Updated 10 months ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆44May 24, 2025Updated last year
- ☆24Apr 12, 2026Updated 5 months ago
- ☆13Sep 10, 2023Updated 3 years ago
- A token pruning method that accelerates ViTs for various tasks while maintaining high performance.☆30Jul 21, 2025Updated last year
- VisionSelector: End-to-End Learnable Visual Token Compression for Efficient Multimodal LLMs☆66Aug 9, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [TCSVT] Official repository of the paper "A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models"☆101Jun 12, 2026Updated 3 months ago
- [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆132May 14, 2026Updated 4 months ago
- Official Implementation (Pytorch) of the "Representation Shift: Unifying Token Compression with FlashAttention", ICCV 2025☆36Feb 22, 2026Updated 7 months ago
- ☆343Jul 4, 2025Updated last year
- 😎 Awesome papers on token redundancy reduction☆14Mar 12, 2025Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆132Jun 29, 2026Updated 3 months ago
- Toxicity prediction agents☆65Jan 14, 2026Updated 8 months ago