Make huge neural nets fit in memory
☆2,838Apr 26, 2020Updated 6 years ago
Alternatives and similar repositories for gradient-checkpointing
Users that are interested in gradient-checkpointing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch extensions for high performance and large scale training.☆3,408Apr 26, 2025Updated last year
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,970Jun 8, 2026Updated last week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,624Nov 17, 2023Updated 2 years ago
- Towards Neural Phrase-based Machine Translation☆178Jul 11, 2018Updated 7 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,691Dec 1, 2025Updated 6 months ago
- 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.
- Simple gradient checkpointing for eager mode execution☆46Dec 12, 2020Updated 5 years ago
- Ongoing research training transformer models at scale☆16,687Updated this week
- Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"☆1,616Aug 12, 2020Updated 5 years ago
- Experimental ground for optimizing memory of pytorch models☆365Apr 23, 2018Updated 8 years ago
- A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility☆6,287Aug 6, 2023Updated 2 years ago
- ☆165Dec 2, 2018Updated 7 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,508Updated this week
- Efficient GPU kernels for block-sparse matrix multiplication and convolution☆1,067Jun 8, 2023Updated 3 years ago
- Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.☆17,337Jun 2, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,233Sep 30, 2025Updated 8 months ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,826Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,263Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,184Jun 10, 2026Updated last week
- A high performance and generic framework for distributed DNN training☆3,721Oct 3, 2023Updated 2 years ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,516May 31, 2026Updated 2 weeks ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,720Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,490May 21, 2026Updated 3 weeks ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Feb 21, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Transformer related optimization, including BERT, GPT☆6,422Mar 27, 2024Updated 2 years ago
- Unsupervised text tokenizer for Neural Network-based text generation.☆11,899Updated this week
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,180May 28, 2023Updated 3 years ago
- Efficiently computes derivatives of NumPy code.☆7,496Jun 8, 2026Updated last week
- Google Research☆38,126Updated this week
- Lingvo☆2,864May 20, 2026Updated 3 weeks ago
- An open-source NLP research library, built on PyTorch.☆11,892Nov 22, 2022Updated 3 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,707Feb 6, 2023Updated 3 years ago
- An optimizer that trains as fast as Adam and as good as SGD.☆2,904Jul 23, 2023Updated 2 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.
- Fast and memory-efficient exact attention☆24,111Updated this week
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,635May 14, 2026Updated last month
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,709Updated this week
- Models and examples built with TensorFlow☆77,666Updated this week
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,523Jan 14, 2026Updated 5 months ago
- A Python toolbox for performing gradient-free optimization☆4,192Mar 16, 2026Updated 3 months ago
- Development repository for the Triton language and compiler☆19,434Updated this week