Model configuration using Cerebras Model Zoo#

Ways to port your model#

Cerebras Model Zoo provides tools to facilitate porting your model to Cerebras ecosystem, from using one of out-of-the-box Cerebras Model Zoo models, to writing your own implementation using Cerebras APIs. This section provides documentation for each of these cases:

Stage

Data Processing and Dataloaders

Define model architecture

Beginner: Getting started with Cerebras Ecosystem

Use data preprocessing from Cerebras Model Zoo

Use model implementation in Cerebras Model Zoo and customize hyperparameters in the params yaml file

Intermediate: Use your own data and hyperparameters

Create your own data preprocessing

Advanced: Define your own model using Cerebras Model Zoo tools

Port your PyTorch or code using run function in Cerebras Model Zoo and Cerebras Model Zoo Supported Operations API