☆26Mar 1, 2024Updated 2 years ago
Alternatives and similar repositories for pruning-vs-quantization
Users that are interested in pruning-vs-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:
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- [ICLR 2023] PyTorch code for DFPC: Data flow driven pruning of coupled channels without data.☆15Aug 25, 2023Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- ☆46Dec 20, 2023Updated 2 years ago
- Resource Utilization and Latency Estimation for ML on FPGA.☆20Apr 11, 2026Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆22Feb 11, 2022Updated 4 years ago
- [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs☆20Jun 3, 2025Updated last year
- ☆81Jul 21, 2022Updated 4 years ago
- ☆42Mar 28, 2024Updated 2 years ago
- ☆54Nov 5, 2024Updated last year
- A Python package for simulating low precision arithmetic in scientific computing and machine learning☆21Jun 7, 2026Updated last month
- ☆21Apr 3, 2025Updated last year
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆11Jul 27, 2022Updated 3 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 6 years ago
- 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.
- ☆36Mar 29, 2023Updated 3 years ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 years ago
- ☆13Jun 16, 2024Updated 2 years ago
- Train neural networks with joint quantization and pruning on both weights and activations using any pytorch modules☆42Sep 19, 2022Updated 3 years ago
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆93Apr 8, 2025Updated last year
- ☆35May 24, 2024Updated 2 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆38Aug 20, 2024Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆36Jun 29, 2023Updated 3 years ago
- 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.
- ☆211Nov 9, 2021Updated 4 years ago
- ☆14Oct 6, 2023Updated 2 years ago
- Codebase, data and models for hallucination of pruned models☆16Jan 11, 2025Updated last year
- Legacy High Granularity Quantizarion 1 - Please use HGQ2 instead (https://github.com/calad0i/HGQ)☆40Mar 13, 2026Updated 4 months ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆14Jul 1, 2023Updated 3 years ago
- Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"☆13Jun 17, 2026Updated last month
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆74Nov 16, 2020Updated 5 years ago
- ☆17Oct 25, 2022Updated 3 years ago
- Pytorch implementation of our paper accepted by ECCV 2022-- Fine-grained Data Distribution Alignment for Post-Training Quantization☆16Sep 13, 2022Updated 3 years 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.
- FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning (INTERSPEECH 2022)☆19Nov 15, 2023Updated 2 years ago
- AAAI2023 Efficient and Accurate Models towards Practical Deep Learning Baseline☆13Nov 29, 2022Updated 3 years ago
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆37Jul 2, 2022Updated 4 years ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆72Mar 7, 2024Updated 2 years ago
- Code of ACM MM 2021 paper: Information-Growth Attention Network for Image Super-Resolution☆21Dec 1, 2021Updated 4 years ago
- 对yolov4进行通道剪枝☆15Jun 20, 2022Updated 4 years ago
- ☆22Oct 27, 2024Updated last year