learning-at-home / hivemind
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
☆2,046Updated this week
Related projects ⓘ
Alternatives and complementary repositories for hivemind
- 🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools☆2,559Updated last week
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,534Updated 8 months ago
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,743Updated last year
- Cramming the training of a (BERT-type) language model into limited compute.☆1,296Updated 4 months ago
- Deploy a ML inference service on a budget in less than 10 lines of code.☆1,339Updated 9 months ago
- ☆1,504Updated last year
- Convolutions for Sequence Modeling☆868Updated 4 months ago
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,812Updated 9 months ago
- ☆402Updated 4 years ago
- Mesh TensorFlow: Model Parallelism Made Easier☆1,591Updated 11 months ago
- Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models☆2,064Updated 3 months ago
- Sparsity-aware deep learning inference runtime for CPUs☆3,012Updated 3 months ago
- PyTorch extensions for high performance and large scale training.☆3,188Updated 2 months ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,230Updated 2 months ago
- A C++ standalone library for machine learning☆5,284Updated 2 weeks ago
- ☆411Updated last year
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,555Updated 2 weeks ago
- DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.☆165Updated 6 months ago
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,222Updated last year
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,010Updated 6 months ago
- Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript☆550Updated 4 months ago
- Foundation Architecture for (M)LLMs☆3,027Updated 7 months ago
- 🤖 A PyTorch library of curated Transformer models and their composable components☆865Updated 6 months ago
- JAX-based neural network library☆2,894Updated this week
- An open-source efficient deep learning framework/compiler, written in python.☆649Updated this week
- Simple, safe way to store and distribute tensors☆2,874Updated this week
- ☆772Updated 9 months ago