OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM
☆311Sep 16, 2024Updated last year
Alternatives and similar repositories for only_train_once_personal_footprint
Users that are interested in only_train_once_personal_footprint are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆50Oct 10, 2024Updated last year
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,296Sep 7, 2025Updated 7 months ago
- [ICLR 2023] PyTorch code for DFPC: Data flow driven pruning of coupled channels without data.☆15Aug 25, 2023Updated 2 years ago
- [ECML 2020] OBProx-SG☆16Mar 23, 2021Updated 5 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆121Apr 13, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An implementation of <Group Fisher Pruning for Practical Network Compression> based on pytorch and mmcv☆18Nov 21, 2021Updated 4 years ago
- A curated list of neural network pruning resources.☆2,493Apr 4, 2024Updated 2 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆193Feb 28, 2023Updated 3 years ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,123Oct 7, 2024Updated last year
- A generic code base for neural network pruning, especially for pruning at initialization.☆32Sep 3, 2022Updated 3 years ago
- Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)☆18Dec 5, 2024Updated last year
- To appear in the 11th International Conference on Learning Representations (ICLR 2023).☆18Feb 24, 2023Updated 3 years ago
- Awesome Pruning. ✅ Curated Resources for Neural Network Pruning.☆175Aug 30, 2024Updated last year
- Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML 2024)☆31Apr 13, 2026Updated 2 weeks 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.
- ☆21Oct 1, 2024Updated last year
- Model Quantization Benchmark☆865Apr 20, 2025Updated last year
- [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…☆77Jan 9, 2023Updated 3 years ago
- [CVPR 2025] Official repository for GETA☆40Nov 5, 2025Updated 5 months ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆324Mar 4, 2025Updated last year
- [ECCV 2024] Isomorphic Pruning for Vision Models☆84Jul 23, 2024Updated last year
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆162May 24, 2023Updated 2 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆34Jan 20, 2022Updated 4 years ago
- An official implementation of the paper "How Sparse Can We Prune A Deep Network: A Fundamental Limit Viewpoint".☆29Nov 13, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆36Jun 29, 2023Updated 2 years ago
- Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters☆12Feb 24, 2022Updated 4 years ago
- ☆300Aug 20, 2024Updated last year
- Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.☆51Jul 10, 2023Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,668Jun 11, 2024Updated last year
- Using pattern matcher in onnx model to match and replace subgraphs.☆81Feb 7, 2024Updated 2 years ago
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers☆34Dec 30, 2024Updated last year
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆877Mar 3, 2026Updated last month
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆131Jul 11, 2023Updated 2 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.
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,948Dec 14, 2023Updated 2 years ago
- An onnx-based quantitation tool.☆71Jan 8, 2024Updated 2 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 3 years ago
- Code for reproducing "AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks" (NeurIPS 2021)☆23Nov 9, 2021Updated 4 years ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆880Aug 20, 2024Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,793Mar 28, 2024Updated 2 years ago