Bedrock custom models #187
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added 2 commits
February 1, 2024 22:06
…the main and the directory for descriptions of the contents.
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…nb; added setup tips with the full list of dependencies for reference - Added installation of datasets in 00_setup.ipynb - removed the installation of fmeval package in 02 notebook as it's done in 00 - removed the comment to select the modelId from the list, instead provided the reference model link from bedrock developer guide in 02 notebook Additionally, added the code block in 02 nb to visualize the training/validation loss for fine-tuning.
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Updates:
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- updates main readme with estimated time for running the whole directory - updates to CustomModels readme to remove the requirement to run the bedrock_boto3_setup.ipynb as it's not necessary for this module - updated the packages with specific versions in 00_setup.ipynb notebook to ensure it runs stably across environments - moved the fmeval package installation from 00_setup to the 02_fine-tune_and_evaluate_llama2_bedrock_summarization.ipynb notebook as it's specific to this one notebook - added the code for s3 create_bucket() with locationconstraint to make sure it works across different regions - added more notes/warnings in 02_fine-tune_and_evaluate_llama2_bedrock_summarization.ipynb to help with successful runs - added notebook instance specifications in 04_cleanup.ipynb
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Dependencies specifications and additional notes
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ssinghgai
approved these changes
Feb 18, 2024
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Approved! |
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Issue #, if available:
Description of changes:
Create the 10_CustomModels directory with contents, update the readme in main and 10_CustomModels directory to include the new contents.
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