Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
☆149Dec 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 3 years ago
- Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.☆2,433Jan 11, 2026Updated 4 months ago
- ☆50Jan 18, 2024Updated 2 years ago
- Asynchronous pipeline parallel optimization☆21Feb 2, 2026Updated 3 months ago
- The official repository for the experiments included in the paper titled "Patch-level Routing in Mixture-of-Experts is Provably Sample-ef…☆14Feb 12, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training☆572Jan 13, 2025Updated last year
- 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 2 years ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆10,131Sep 7, 2024Updated last year
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆88Oct 15, 2025Updated 7 months ago
- ☆251Jul 25, 2024Updated last year
- ☆21Jan 23, 2026Updated 3 months ago
- ☆49Apr 29, 2025Updated last year
- Transformers at any scale☆42Jan 18, 2024Updated 2 years ago
- ☆47Jun 27, 2024Updated last year
- 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.
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Oct 1, 2025Updated 7 months ago
- Julia implementation of flash-attention operation for neural networks.☆11May 31, 2023Updated 2 years ago
- Language Modeling with the H3 State Space Model☆523Sep 29, 2023Updated 2 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…☆1,585Jan 28, 2026Updated 3 months ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆39Jun 11, 2025Updated 11 months ago
- Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths☆18Jul 10, 2025Updated 10 months ago
- Rust bindings for CTranslate2☆14Jun 21, 2023Updated 2 years ago
- ☆28Aug 30, 2023Updated 2 years ago
- ☆158Mar 18, 2023Updated 3 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.
- ☆22Apr 22, 2024Updated 2 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆71Mar 20, 2025Updated last year
- "Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implemen…☆56Nov 5, 2020Updated 5 years ago
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆139Apr 30, 2024Updated 2 years ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆125Nov 27, 2024Updated last year
- An installer tool for petals decentralized text generation network☆12Oct 1, 2023Updated 2 years ago
- Explorations into some recent techniques surrounding speculative decoding☆302Dec 22, 2024Updated last year
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆39Aug 29, 2025Updated 8 months ago
- Accommodating Large Language Model Training over Heterogeneous Environment.☆29Mar 13, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Aug 12, 2022Updated 3 years ago
- Implementation of SelfExtend from the paper "LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning" from Pytorch and Zeta☆13Nov 11, 2024Updated last year
- ☆26Mar 11, 2023Updated 3 years ago
- Code for the paper "Secure Distributed Training at Scale" (ICML 2022)☆16Feb 4, 2025Updated last year
- Probabilistic LLM evaluations. [CogSci2023; ACL2023]☆73Jul 27, 2024Updated last year
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆654Jan 29, 2026Updated 3 months ago
- Train very large language models in Jax.☆208Oct 21, 2023Updated 2 years ago