This repository contains low-bit quantization papers from 2020 to 2025 on top conference.
☆146Mar 5, 2026Updated last month
Alternatives and similar repositories for Awesome-Model-Quantization
Users that are interested in Awesome-Model-Quantization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Feb 24, 2025Updated last year
- PyTorch code for our paper "2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution"☆48Oct 24, 2024Updated last year
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆28Aug 5, 2025Updated 8 months ago
- ☆24Jul 14, 2025Updated 9 months ago
- [ICCV 2025] QuantCache：Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation☆16Sep 26, 2025Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Mar 11, 2026Updated last month
- PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"☆29Oct 7, 2024Updated last year
- [NeurIPS'25] OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates☆35Oct 20, 2025Updated 5 months ago
- ☆14May 5, 2025Updated 11 months ago
- ☆19Mar 11, 2025Updated last year
- ☆55Oct 30, 2025Updated 5 months ago
- ☆39Sep 30, 2025Updated 6 months ago
- ☆15Jan 7, 2026Updated 3 months ago
- Solution of the NTIRE 2023 Challenge on Image Super-Resolution (x4)☆18Jun 12, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- DeiT implementation for Q-ViT☆25Apr 21, 2025Updated 11 months ago
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆55Feb 20, 2024Updated 2 years ago
- ☆127Feb 19, 2026Updated last month
- The official implementation of the ICML 2023 paper OFQ-ViT☆39Oct 3, 2023Updated 2 years ago
- ☆19Feb 4, 2025Updated last year
- LLM Inference with Microscaling Format☆34Nov 12, 2024Updated last year
- Code repository for ICLR 2025 paper "LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid"☆27Mar 2, 2025Updated last year
- [ICCV'25] Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal☆74Oct 17, 2025Updated 5 months ago
- The official implementation of the AAAI 2024 paper Bi-ViT.☆13Dec 18, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆17Mar 10, 2025Updated last year
- ☆15Apr 6, 2026Updated last week
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆39Jun 20, 2025Updated 9 months ago
- [2025] Efficient Vision Language Models: A Survey☆50Jul 14, 2025Updated 9 months ago
- [ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution☆29Mar 10, 2024Updated 2 years ago
- ☆11Mar 1, 2023Updated 3 years ago
- UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation☆24May 16, 2025Updated 11 months ago
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆100Jan 3, 2025Updated last year
- 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.
- Repository for paper Temporal consistency learning for video super-resolution.☆12Apr 27, 2022Updated 3 years ago
- [IJCAI 2023] CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization.☆10Nov 3, 2023Updated 2 years ago
- Training with Block Minifloat number representation☆18May 2, 2021Updated 4 years ago
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,350Updated this week
- List of papers related to neural network quantization in recent AI conferences and journals.☆814Mar 27, 2025Updated last year
- "Visual Prompt Selection for In-Context Learning Segmentation Framework"☆15Dec 13, 2024Updated last year
- [CVPR 2024] Official implementation for "A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network"☆24Dec 5, 2025Updated 4 months ago