learning-at-home / hivemindLinks
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
☆2,221Updated 2 weeks ago
Alternatives and similar repositories for hivemind
Users that are interested in hivemind are comparing it to the libraries listed below
Sorting:
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries☆7,256Updated 2 weeks ago
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,742Updated last year
- ☆1,581Updated 2 years ago
- Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models☆2,147Updated last month
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,375Updated this week
- Sparsity-aware deep learning inference runtime for CPUs☆3,157Updated last month
- Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"☆1,096Updated 4 years ago
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,977Updated this week
- Cramming the training of a (BERT-type) language model into limited compute.☆1,338Updated last year
- Deploy a ML inference service on a budget in less than 10 lines of code.☆1,344Updated last year
- Mesh TensorFlow: Model Parallelism Made Easier☆1,612Updated last year
- 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…☆1,575Updated last year
- PyTorch extensions for high performance and large scale training.☆3,337Updated 2 months ago
- Version control for machine learning☆1,670Updated 4 months ago
- My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing o…☆1,033Updated 4 years ago
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,271Updated 6 months ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,447Updated 2 months ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,710Updated 10 months ago
- Model parallel transformers in JAX and Haiku☆6,343Updated 2 years ago
- Simple, safe way to store and distribute tensors☆3,345Updated last week
- Distributed Training Over-The-Internet☆945Updated 2 months ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Updated 8 months ago
- Training and serving large-scale neural networks with auto parallelization.☆3,139Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,001Updated 11 months ago
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,868Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,031Updated 2 weeks ago
- arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors …☆1,320Updated 2 years ago
- maximal update parametrization (µP)☆1,554Updated 11 months ago
- Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the…☆2,041Updated 11 months ago
- An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.☆8,296Updated 3 years ago