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Inference code for CodeLlama models

License: Other

Shell 7.40% Python 86.74% HCL 5.85%

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Automate download, storage and quantization of models

Only necessary models should be present on EBS so that the size of the EBS volume can be kept down
upload downloaded models to S3 after downloading
download models from S3 only if necessary
workflow to automatically manage it with terraform

Maintain PyTorch AMI

workflow to automatically create it with terraform
- automatically update installed software as well
slightly bigger root volume
optionally install tensorflow as well

Quantization

create script to start up GPU machine on AWS with terraform apply, run quantization via ssh and then terraform destroy
see https://valeman100.github.io/quantization/

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