Examples of training models with hybrid parallelism using ColossalAI
☆339Mar 23, 2023Updated 3 years ago
Alternatives and similar repositories for ColossalAI-Examples
Users that are interested in ColossalAI-Examples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Performance benchmarking with ColossalAI☆39Jul 6, 2022Updated 3 years ago
- Scalable PaLM implementation of PyTorch☆190Dec 19, 2022Updated 3 years ago
- Sky Computing: Accelerating Geo-distributed Computing in Federated Learning☆90Nov 22, 2022Updated 3 years ago
- A collection of models built with ColossalAI☆32Nov 22, 2022Updated 3 years ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆125Nov 27, 2024Updated last year
- 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.
- Large-scale model inference.☆628Sep 12, 2023Updated 2 years ago
- ☆30Sep 4, 2023Updated 2 years ago
- Optimizing AlphaFold Training and Inference on GPU Clusters☆613Jul 16, 2024Updated last year
- GPT Demo with hybrid distributed training☆10Dec 1, 2022Updated 3 years ago
- Making large AI models cheaper, faster and more accessible☆41,373Mar 30, 2026Updated last week
- ☆24Nov 22, 2022Updated 3 years ago
- A memory efficient DLRM training solution using ColossalAI☆107Nov 22, 2022Updated 3 years ago
- Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional acc…☆38Jun 1, 2021Updated 4 years ago
- ☆28Jul 11, 2021Updated 4 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.
- Elixir: Train a Large Language Model on a Small GPU Cluster☆15Jun 8, 2023Updated 2 years ago
- A curated list of awesome projects and papers for distributed training or inference☆271Oct 8, 2024Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,437Mar 20, 2024Updated 2 years ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆81Nov 19, 2024Updated last year
- An open-source implementation of Regional Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional var…☆152Jun 25, 2025Updated 9 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,239Aug 14, 2025Updated 7 months ago
- a simple demo to implement a deep learning frame based on static graph☆21Apr 7, 2022Updated 4 years ago
- Momentum Decoding: Open-ended Text Generation as Graph Exploration☆19Jan 27, 2023Updated 3 years ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆479Mar 15, 2024Updated 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.
- ☆78May 4, 2021Updated 4 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,743Jan 8, 2024Updated 2 years ago
- Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation☆20Jun 11, 2025Updated 9 months ago
- Ongoing research training transformer models at scale☆15,900Updated this week
- OSLO: Open Source for Large-scale Optimization☆175Sep 9, 2023Updated 2 years ago
- Example models using DeepSpeed☆6,813Mar 30, 2026Updated last week
- LLM training technologies developed by kwai☆71Jan 21, 2026Updated 2 months ago
- A utility for storing and reading files for Korean LM training 💾☆35Oct 15, 2025Updated 5 months ago
- Code used for sourcing and cleaning the BigScience ROOTS corpus☆318Mar 20, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Mengzi Pretrained Models☆543Nov 29, 2022Updated 3 years ago
- A Controllable Model of Grounded Response Generation (AAAI 21)☆13Oct 25, 2022Updated 3 years ago
- Transformer related optimization, including BERT, GPT☆6,410Mar 27, 2024Updated 2 years ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆147Jun 25, 2022Updated 3 years ago
- kogpt를 oslo로 파인튜닝하는 예제.☆23Aug 26, 2022Updated 3 years ago
- ☆462Jun 9, 2024Updated last year
- Efficient AI Inference & Serving☆481Jan 8, 2024Updated 2 years ago