Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
☆151Dec 11, 2023Updated 2 years ago
Alternatives and similar repositories for swarm
Users that are interested in swarm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆94Jul 3, 2022Updated 4 years ago
- Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.☆2,547Jan 11, 2026Updated 9 months ago
- Training a model similar to OpenAI DALL-E with volunteers from all over the Internet using hivemind and dalle-pytorch (NeurIPS 2021 demo)☆27May 29, 2023Updated 3 years ago
- Megatron-LM setup in the smol-cluster☆12Aug 26, 2024Updated 2 years ago
- Asynchronous pipeline parallel optimization☆24Feb 2, 2026Updated 8 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Qt GUI for LLM assisted co-writing☆12Jul 28, 2024Updated 2 years ago
- ☆15Sep 15, 2022Updated 4 years ago
- ☆51Jan 18, 2024Updated 2 years ago
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆119Jan 13, 2022Updated 4 years ago
- OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training☆600Jul 17, 2026Updated 3 months ago
- Code for the paper "Secure Distributed Training at Scale" (ICML 2022)☆16Feb 4, 2025Updated last year
- Memory-efficient transformer. Work in progress.☆19Sep 17, 2022Updated 4 years ago
- ☆252Jul 25, 2024Updated 2 years ago
- "Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implemen…☆56Nov 5, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A 7B parameter model for mathematical reasoning☆45Aug 9, 2026Updated 2 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆62Jun 21, 2023Updated 3 years ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Oct 1, 2025Updated last year
- Rust bindings for CTranslate2☆14Jun 21, 2023Updated 3 years ago
- train with kittens!☆67Oct 25, 2024Updated 2 years ago
- Full finetuning of large language models without large memory requirements☆92Sep 22, 2025Updated last year
- Transformers at any scale☆42Jan 18, 2024Updated 2 years ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆39Jun 11, 2025Updated last year
- Language Modeling with the H3 State Space Model☆527Sep 29, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆49Jun 27, 2024Updated 2 years ago
- prime is a framework for efficient, globally distributed training of AI models over the internet.☆856Jul 17, 2026Updated 3 months ago
- Julia implementation of flash-attention operation for neural networks.☆11May 31, 2023Updated 3 years ago
- 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…☆1,583Jan 28, 2026Updated 9 months ago
- A synthetic story narration dataset to study small audio LMs.☆31Jan 21, 2024Updated 2 years ago
- NIILC QA data☆18Nov 20, 2015Updated 10 years ago
- A universal workflow system for exactly-once DAGs☆23Jun 1, 2023Updated 3 years ago
- ☆157Mar 18, 2023Updated 3 years ago
- An installer tool for petals decentralized text generation network☆12Oct 1, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆16Jun 28, 2026Updated 4 months ago
- ☆28Aug 30, 2023Updated 3 years ago
- ☆26Mar 11, 2023Updated 3 years ago
- Implementation of the Pairformer model used in AlphaFold 3☆14Oct 13, 2026Updated 2 weeks ago
- Code repository for the c-BTM paper☆109Sep 26, 2023Updated 3 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆73Mar 20, 2025Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆477Apr 21, 2024Updated 2 years ago