This pull request updates the notebook for running Command R finetuning on SageMaker. It introduces a new version of the Command R finetuning package, Cohere Command R 082024 Finetuning, and provides instructions for using it alongside the existing Cohere Command R Finetuning package.
The notebook now includes two package options for subscription: Cohere Command R 082024 Finetuning and Cohere Command R Finetuning.
The algorithm listing page URLs have been updated to reflect the new package.
The cohere_package variable has been updated to include the new package name and a comment indicating the legacy package.
The JSONL example has been reformatted for better readability.
The data download URL has been updated to point to the correct location.
The description of the train_epochs hyperparameter has been updated to include the default value.
The algorithm name has been updated in the description of the optional hyperparameters.
The instance types for fine-tuning jobs have been updated to include options for both packages.
The note about creating an endpoint for inference has been updated to include instance type options and a requirement for matching instance types between the finetune creation and inference steps.
This pull request updates the notebook for running Command R finetuning on SageMaker. It introduces a new version of the Command R finetuning package, Cohere Command R 082024 Finetuning, and provides instructions for using it alongside the existing Cohere Command R Finetuning package.
cohere_packagevariable has been updated to include the new package name and a comment indicating the legacy package.train_epochshyperparameter has been updated to include the default value.