Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
☆150Dec 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.☆2,514Jan 11, 2026Updated 7 months ago
- ☆51Jan 18, 2024Updated 2 years 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 6 months ago
- OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training☆586Jul 17, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆119Jan 13, 2022Updated 4 years ago
- MUX-PLMs: Pretraining LMs with Data Multiplexing☆15Jan 29, 2023Updated 3 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 3 years ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆10,497Sep 7, 2024Updated last year
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆62Jun 21, 2023Updated 3 years ago
- A 7B parameter model for mathematical reasoning☆44Aug 9, 2026Updated last week
- ☆251Jul 25, 2024Updated 2 years ago
- NIILC QA data☆18Nov 20, 2015Updated 10 years ago
- Transformers at any scale☆42Jan 18, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Oct 1, 2025Updated 10 months ago
- ☆48Jun 27, 2024Updated 2 years ago
- Julia implementation of flash-attention operation for neural networks.☆11May 31, 2023Updated 3 years ago
- Full finetuning of large language models without large memory requirements☆92Sep 22, 2025Updated 10 months ago
- Language Modeling with the H3 State Space Model☆527Sep 29, 2023Updated 2 years ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆39Jun 11, 2025Updated 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…☆1,586Jan 28, 2026Updated 6 months ago
- Rust bindings for CTranslate2☆14Jun 21, 2023Updated 3 years ago
- ☆157Mar 18, 2023Updated 3 years ago
- 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.
- A universal workflow system for exactly-once DAGs☆23Jun 1, 2023Updated 3 years ago
- A synthetic story narration dataset to study small audio LMs.☆31Jan 21, 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
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆72Mar 20, 2025Updated last year
- 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
- Explorations into some recent techniques surrounding speculative decoding☆307Dec 22, 2024Updated last year
- ☆22Apr 22, 2024Updated 2 years ago
- ☆26Mar 11, 2023Updated 3 years 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.
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆39Aug 29, 2025Updated 11 months ago
- Code for the paper "Secure Distributed Training at Scale" (ICML 2022)☆16Feb 4, 2025Updated last year
- A collection of pre-build wrappers over common RAG systems like ChromaDB, Weaviate, Pinecone, and othersz!☆43Oct 27, 2025Updated 9 months 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
- ☆20Jul 11, 2024Updated 2 years ago
- ☆10Nov 7, 2023Updated 2 years ago
- An Implementation of "Orca: Progressive Learning from Complex Explanation Traces of GPT-4"☆43Oct 14, 2024Updated last year