Offline Quantization Tools for Deploy.
☆143Dec 28, 2023Updated 2 years ago
Alternatives and similar repositories for Dipoorlet
Users that are interested in Dipoorlet are comparing it to the libraries listed below
Sorting:
- NART = NART is not A RunTime, a deep learning inference framework.☆37Mar 2, 2023Updated 3 years ago
- Model Quantization Benchmark☆862Apr 20, 2025Updated 11 months ago
- ☆11Jan 10, 2025Updated last year
- A tool for model sparse based on torch.fx☆13Jun 3, 2024Updated last year
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,787Mar 28, 2024Updated last year
- Built upon Megatron-Deepspeed and HuggingFace Trainer, EasyLLM has reorganized the code logic with a focus on usability. While enhancing …☆49Sep 18, 2024Updated last year
- AAAI2023 Efficient and Accurate Models towards Practical Deep Learning Baseline☆13Nov 29, 2022Updated 3 years ago
- [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.☆691Mar 11, 2026Updated last week
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆128Sep 23, 2025Updated 5 months ago
- ☆13Jun 16, 2024Updated last year
- United Perception☆436Dec 5, 2022Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆292Aug 1, 2021Updated 4 years ago
- ☆36Mar 29, 2023Updated 2 years ago
- This project is the official implementation of our accepted IEEE TPAMI paper Diverse Sample Generation: Pushing the Limit of Data-free Qu…☆15Feb 26, 2023Updated 3 years ago
- SQuant [ICLR22]☆131Sep 27, 2022Updated 3 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆39Oct 3, 2023Updated 2 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Oct 3, 2023Updated 2 years ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Dec 17, 2023Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Mar 23, 2023Updated 2 years ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,566Mar 14, 2026Updated last week
- Modified RefineDet☆23Apr 16, 2020Updated 5 years ago
- Model Quantization Benchmark☆18Sep 30, 2025Updated 5 months ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆38Aug 20, 2024Updated last year
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆93May 5, 2022Updated 3 years ago
- A primitive library for neural network☆1,367Nov 24, 2024Updated last year
- ☆37Aug 5, 2022Updated 3 years ago
- ☆14Feb 3, 2022Updated 4 years ago
- Quantization in the Jagged Loss Landscape of Vision Transformers☆13Oct 22, 2023Updated 2 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Oct 5, 2022Updated 3 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆51Oct 21, 2023Updated 2 years ago
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,617Nov 19, 2025Updated 4 months ago
- ☆14Oct 6, 2023Updated 2 years ago
- A set of examples around MegEngine☆31Dec 8, 2023Updated 2 years ago
- Try to export the ONNX QDQ model that conforms to the AXERA NPU quantization specification. Currently, only w8a8 is supported.☆11Sep 10, 2024Updated last year
- ppl.cv is a high-performance image processing library of openPPL supporting various platforms.☆515Oct 30, 2024Updated last year
- A model compression and acceleration toolbox based on pytorch.☆331Jan 12, 2024Updated 2 years ago
- ChineseOcr Lite Mnn,超轻量级中文OCR PC Demo,使用MNN推理☆27Mar 26, 2021Updated 4 years ago
- Binary neural networks developed by Huawei Noah's Ark Lab☆29Feb 19, 2021Updated 5 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Apr 28, 2022Updated 3 years ago