A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. π26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. π Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
β1,621Jun 24, 2026Updated this week
Alternatives and similar repositories for torchdistill
Users that are interested in torchdistill are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methodsβ2,436Oct 16, 2023Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.β1,747Nov 25, 2021Updated 4 years ago
- A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quanβ¦β649Mar 1, 2023Updated 3 years ago
- Awesome Knowledge-Distillation. εη±»ζ΄ηηη₯θ―θΈι¦paper(2014-2021)γβ2,671May 30, 2023Updated 3 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibilityβ1,997Mar 25, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Distilling Knowledge via Knowledge Review, CVPR 2021β275Dec 16, 2022Updated 3 years ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)β422Jun 23, 2020Updated 6 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularizationβ583Feb 15, 2023Updated 3 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillβ¦β902Nov 5, 2023Updated 2 years ago
- Awesome Knowledge Distillationβ3,884May 25, 2026Updated last month
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β36,925Updated this week
- Official DeiT repositoryβ4,349Mar 15, 2024Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.β1,673Jun 11, 2024Updated 2 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.β6,328Aug 17, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.β701Dec 24, 2021Updated 4 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.β3,322Sep 7, 2025Updated 9 months ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.β3,296Mar 3, 2024Updated 2 years ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)β2,988Jun 16, 2024Updated 2 years ago
- Codebase for Image Classification Research, written in PyTorch.β2,167Mar 20, 2024Updated 2 years ago
- π Geometric Computer Vision Library for Spatial AIβ11,247Updated this week
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pyβ¦β25,371Jun 22, 2026Updated last week
- Code release for ConvNeXt modelβ6,389Jan 8, 2023Updated 3 years ago
- RepVGG: Making VGG-style ConvNets Great Againβ3,475Feb 10, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyTorch extensions for high performance and large scale training.β3,409Apr 26, 2025Updated last year
- Mobile vision models and codeβ921Jun 17, 2026Updated last week
- An end-to-end PyTorch framework for image and video classificationβ1,608Jun 27, 2024Updated 2 years ago
- torch-optimizer -- collection of optimizers for Pytorchβ3,170Mar 22, 2024Updated 2 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125β15,317Jun 25, 2025Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022β156Dec 28, 2022Updated 3 years ago
- A deep learning library for video understanding research.β3,565May 5, 2026Updated last month
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less computeβ1,528Nov 18, 2020Updated 5 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)β391Oct 24, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,537May 31, 2026Updated last month
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Iβ¦β12,893Jun 14, 2026Updated 2 weeks ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.β2,246Jun 2, 2026Updated 3 weeks ago
- knowledge distillation papersβ767Feb 10, 2023Updated 3 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmarkβ3,300Jun 25, 2023Updated 3 years ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learβ¦β5,714Updated this week
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)β1,362Jun 1, 2024Updated 2 years ago