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.☆2,411Jan 11, 2026Updated 2 months ago
- ☆49Jan 18, 2024Updated 2 years ago
- Asynchronous pipeline parallel optimization☆20Feb 2, 2026Updated 2 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 last month
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training☆563Jan 13, 2025Updated last year
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆118Jan 13, 2022Updated 4 years 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 2 years ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆10,038Sep 7, 2024Updated last year
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆81Oct 15, 2025Updated 5 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Jun 21, 2023Updated 2 years ago
- A 7B parameter model for mathematical reasoning☆42Feb 17, 2025Updated last year
- ☆48Apr 29, 2025Updated 11 months ago
- NIILC QA data☆18Nov 20, 2015Updated 10 years ago
- 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.
- Transformers at any scale☆42Jan 18, 2024Updated 2 years ago
- ☆47Jun 27, 2024Updated last year
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Oct 1, 2025Updated 6 months ago
- Julia implementation of flash-attention operation for neural networks.☆11May 31, 2023Updated 2 years ago
- Full finetuning of large language models without large memory requirements☆94Sep 22, 2025Updated 6 months ago
- Language Modeling with the H3 State Space Model☆522Sep 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 2 months ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆39Jun 11, 2025Updated 9 months ago
- Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths☆17Jul 10, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A universal workflow system for exactly-once DAGs☆23Jun 1, 2023Updated 2 years ago
- Rust bindings for CTranslate2☆14Jun 21, 2023Updated 2 years ago
- A synthetic story narration dataset to study small audio LMs.☆31Jan 21, 2024Updated 2 years ago
- ☆28Aug 30, 2023Updated 2 years ago
- ☆158Mar 18, 2023Updated 3 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆70Mar 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 last year
- An installer tool for petals decentralized text generation network☆12Oct 1, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Explorations into some recent techniques surrounding speculative decoding☆300Dec 22, 2024Updated last year
- 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
- ☆28Sep 10, 2025Updated 6 months ago
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆645Jan 29, 2026Updated 2 months ago