wujx2001 / QwTLinks
Official PyTorch implementation of QwT—“Quantization without Tears” (CVPR 2025): fast, accurate, and hassle-free post-training network quantization with lightweight linear compensation layers.
☆19Updated last month
Alternatives and similar repositories for QwT
Users that are interested in QwT are comparing it to the libraries listed below
Sorting:
- MoH: Multi-Head Attention as Mixture-of-Head Attention☆273Updated 10 months ago
- [CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation☆378Updated 10 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆148Updated 2 months ago
- [ICLR 2025] MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts☆243Updated 10 months ago
- VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model☆347Updated 4 months ago
- Collection of awesome parameter-efficient fine-tuning resources.☆571Updated last month
- [ICCV 2025] MM-IFEngine: Towards Multimodal Instruction Following☆101Updated 4 months ago
- ☆42Updated 2 months ago
- 📚 Collection of token-level model compression resources.☆155Updated last week
- [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks☆130Updated 9 months ago
- [AAAI-2025] The offical code for SiTo （Similarity-based Token Pruning for Stable Diffusion Models）☆36Updated 3 months ago
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆56Updated last week
- [ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection☆22Updated 2 months ago
- [CVPR 2025] Official implementation of paper "MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders".☆38Updated 2 months ago
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆79Updated 8 months ago
- Survey: https://arxiv.org/pdf/2507.20198☆121Updated last week
- A curated list of research based on CLIP.☆258Updated 9 months ago
- Awesome Unified Multimodal Models☆619Updated 2 weeks ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆120Updated 5 months ago
- ☆54Updated 3 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆69Updated 7 months ago
- HoliTom: Holistic Token Merging for Fast Video Large Language Models☆39Updated 2 weeks ago
- Official implementation for "FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving"☆176Updated 3 weeks ago
- A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI☆130Updated 3 weeks ago
- MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer☆46Updated 11 months ago
- Official implementation for ICLR 2023 paper Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation☆16Updated last year
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆36Updated last month
- Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences (ICML 2025)☆24Updated 2 months ago
- [CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for…☆103Updated last month
- [ICML 2025] This is the official PyTorch implementation of "🎵 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching i…☆42Updated last month