[ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization
☆44Aug 13, 2025Updated last year
Alternatives and similar repositories for MQuant
Users that are interested in MQuant are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆95Mar 17, 2025Updated last year
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆102Jan 3, 2025Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆95Apr 8, 2025Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆52Oct 21, 2023Updated 2 years ago
- A list of awesome papers on compression and acceleration of Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs).☆17May 12, 2026Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆177Nov 26, 2025Updated 8 months ago
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆132Oct 15, 2025Updated 10 months ago
- [ICCV 2025] Task-Specific Zero-shot Quantization-Aware Training for Object Detection☆28Sep 26, 2025Updated 10 months ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆226Nov 25, 2025Updated 8 months ago
- [CVPR2026] VecAttention: Vector-wise Sparse Attention for Accelerating Long-Context Inference☆21May 27, 2026Updated 2 months ago
- [NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs☆16Dec 17, 2025Updated 8 months ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆94Jul 28, 2025Updated last year
- This repository provides the official implementation of QSVD, a method for efficient low-rank approximation that unifies Query-Key-Value …☆28May 16, 2026Updated 3 months ago
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆17Apr 16, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2026] Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients☆23Jun 21, 2026Updated last month
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆44Apr 7, 2025Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆15Mar 20, 2025Updated last year
- [CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything☆85Jun 26, 2024Updated 2 years ago
- 记录量化LLM中的总结。☆79Jan 8, 2026Updated 7 months ago
- ☆17Oct 5, 2025Updated 10 months ago
- Artifact for Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization☆18May 9, 2025Updated last year
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎：https://zhuanlan.zhihu.c…☆30Mar 5, 2025Updated last year
- The official project website of "SliderQuant: Accurate Post-Training Quantization for LLMs" (accepted to ICLR 2026).☆25Jun 15, 2026Updated 2 months ago
- 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.
- A bit-level sparsity-awared multiply-accumulate process element.☆20Jul 9, 2024Updated 2 years ago
- ☆15Feb 11, 2025Updated last year
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated last year
- ☆15Apr 6, 2026Updated 4 months ago
- Code repository for ICLR 2025 paper "LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid"☆29Mar 2, 2025Updated last year
- The wafer-native AI accelerator simulation platform and inference engine.☆63Jan 1, 2026Updated 7 months ago
- ☆35Mar 28, 2025Updated last year
- Official Implementation for "Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approxim…☆12Aug 14, 2024Updated 2 years ago
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆428Feb 14, 2025Updated last year
- 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.
- ☆15Mar 21, 2025Updated last year
- Official Pytorch Implementation for Weighted Multi-Kernel Prediction Network for Burst Image Super-resolution.☆10Nov 9, 2021Updated 4 years ago
- [2025] Efficient Vision Language Models: A Survey☆52Jul 14, 2025Updated last year
- [ICLR 2026] This is the official PyTorch implementation of "QVGen: Pushing the Limit of Quantized Video Generative Models".☆32Feb 11, 2026Updated 6 months ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆907Nov 26, 2025Updated 8 months ago
- ☆21Apr 3, 2025Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆187Apr 24, 2026Updated 3 months ago