create endpoint with InferenceAmiVersion #602
Merged
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This PR introduces several changes to the
client.py
file, primarily focusing on thecreate_endpoint
function. The modifications aim to enhance the deployment process for both fine-tuned and pre-trained models, ensuring compatibility with various Python versions and providing a more robust error-handling mechanism.Summary of Changes:
typing
module.create_endpoint
Function:useBoto
is introduced to determine the deployment method based on the presence ofs3_models_dir
.role
variable has been improved, considering theuseBoto
flag.boto
to set theInferenceAmiVersion
.parse_s3_url
function withlazy_sagemaker().s3.parse_s3_url
for parsing S3 URLs, ensuring consistency and compatibility.Detailed Changes:
TokenLikelihood
from thegeneration
module.Tuple
from thetyping
module.create_endpoint
Function:useBoto
variable to determine the deployment method.role
variable now considers theuseBoto
flag.boto
to set theInferenceAmiVersion
.parse_s3_url
withlazy_sagemaker().s3.parse_s3_url
for parsing S3 URLs.