* fix: parsing

* fix: commit tests

* fix: types

* updated

* fix

Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com>

* feature: support session tag chaining for training job

* fix: resolve typo

* fix: resolve typo and build failure

* fix: resolve typo and unit test failure

---------

Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com>

Closes aws#4458

* breaking: set default allow_pickle param to False

* breaking: fix unit tests and linting

NumpyDeserializer will not allow deserialization
unless allow_pickle flag is set to True explicitly

* fix: black-check

---------

Co-authored-by: Ashwin Krishna <ashwikri@amazon.com>

* fix: invalid component name

* tests

* format

* fix vulnerable model integ tests llama 2

* updated

* fix: training dataset location

* Update skipped flaky tests

* flake8

* format

* format

* chore: release tgi 2.0.1

* minor fix

---------

Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com>

* Add ReadOnly APIs

* Resolving PR review comments

* Resolve PR review comments

* Refactoring

* Refactoring

* Add Caching

* Refactore

* Resolving conflicts

* Add Unit Tests

* Fix Unit Tests

* Fix unit tests

* Fix UT

* Refactoring

* Fix Integ tests

* refactoring after Notebook testing

* Fix code styles

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

* tag config name

* format

* resolving comments

* format

* format

* update

* fix

* format

* updates inference component config name

* fix: tests

…ws#4614)

* Add funtionalities to get and set deployment config

* Resolve PR comments

* ModelBuilder-JS

* Add Unit tests

* Refactoring

* Testing with Notebook

* Test backward compatibility

* Remove Accelerated column if all not enabled

* Fix docstring

* Resolved PR Review comments

* Docstring

* increase code coverage

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

* Add funtionalities to get and set deployment config

* Resolve PR comments

* ModelBuilder-JS

* Add Unit tests

* Refactoring

* Testing with Notebook

* Test backward compatibility

* Remove Accelerated column if all not enabled

* Fix docstring

* Resolved PR Review comments

* Docstring

* increase code coverage

* Testing fix with Notebook

* Only fetch instance rate metrics if not present

* Increase code coverage

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

Co-authored-by: Jonathan Makunga <makung@amazon.com>

…aws#4625)

* require config_name and instance_type in set config

* docstring

* add supported instance types check

* add more tests

* format

* fix tests

* Init Deployment configs outside Model init.

* Testing with NB

* Testing with NB-V2

* Refactoring, NB testing

* NB Testing and Refactoring

* Testing

* Refactoring

* Testing with NB

* Debug

* Debug display API

* Debug with NB

* Testing with NB

* Refactoring

* Refactoring

* Refactoring and NB testing

* Testing with NB

* Refactoring

* Prefix instance type with ml

* Fix unit tests

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

* Use separate tags for inference and training

* format

* format

* format

* format

* Filter down Benchmark Metrics

* Filter down Benchmark Metrics

* Testing NB

* Testing MB

* Testing

* Refactoring

* Unit tests

* Display instance type first, and instance rate last

* Display unbalanced metrics

* Testing with NB

* Testing with NB

* Debug

* Debug

* Testing with NB

* Testing with NB

* Testing with NB

* Refactoring

* Refactoring

* Refactoring

* Unit tests

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Custom lru

* Refactoring

* Debug

* Config ranking

* Debug

* Debug

* Debug

* Debug

* Debug

* Ranking

* Ranking-Debug

* Ranking-Debug

* Ranking-Debug

* Ranking-Debug

* Ranking-Debug

* Ranking-Debug

* Debug

* Debug

* Debug

* Debug

* Refactoring

* Contact JumpStart team to fix flaky test. test_list_jumpstart_models_script_filter

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

…-merge-master