Spotlight - National Energy Technology Laboratory - Cerebras
Cerebras Systems and National Energy Technology Laboratory Set New Milestones for High-Performance, Energy-Efficient Field Equation Modeling Using Simple Python Interface
Cerebras Wafer-Scale Cluster — Cerebras Developer Documentation
The Cerebras Wafer-Scale cluster is designed to train neural networks with near-perfect linear scaling across millions of cores, without the inconvenience of distributed computing. The cluster has these components:
Cerebras Wafer-Scale Cluster
The Cerebras Wafer-Scale Cluster is meticulously engineered to enable the training of neural networks with remarkably efficient linear scaling across millions of cores, all without the complexities of traditional distributed computing.
Software Release Notes — Cerebras Developer Documentation
The following are the release notes for the Cerebras software. Release 1.6.1# New features and enhancements# Weight Streaming models in PyTorch# Early access support for GPT model variants, up to 1.5B parameters in PyTorch on single CS-2 …
Cerebras AI Model Studio Documentation
The Cerebras AI Model Studio is a computing service powered by dedicated clusters of Cerebras CS-2s and hosted by Cirrascale Cloud Services. It is a purpose-built platform, optimized for training large language models on dedicated clusters of millions of cores.
Profiling the executor — Cerebras Developer Documentation
cerebras.pytorch.sparse cerebras.pytorch.metrics Writing a custom training loop Step closures Saving/Loading checkpoints Efficient weight initialization Writing custom optimizers Learning rate scheduling Gradient scaling Sparsifying models Restartable dataloaders Profiling the executor ...
Set up a Cerebras virtual environment
Before you launch your first job in the Cerebras Wafer-Scale cluster, create a Python virtual environment to install Cerebras’s software dependencies. You need to create the virtual environment only once for every release.
Cerebras
Nov 12, 2024 · This is the documentation for developing kernels for Cerebras system. Here you will find getting started guides, quickstarts, tutorials, code samples, release notes, and more.
SDK Release Notes — SDK Documentation (1.2.0) - Cerebras
Jun 28, 2024 · The Cerebras Wafer-Scale Cluster appliance running Cerebras ML Software 2.0 supports SDK 0.9. For SDK 0.9 documentation, see here.
Overview — Cerebras Developer Documentation
The Cerebras Wafer-Scale cluster is meticulously engineered to enable the training of neural networks with remarkably efficient linear scaling across millions of cores, all without the complexities of traditional distributed computing.