feature: HuggingFace Inference #2511

ahsan-z-khan · 2021-07-06T20:43:39Z

Issue #, if available:

Description of changes:
created model.py for HF. updated image uris and integ test.

Testing done:
Unit tests and integ tests

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

I have read the CONTRIBUTING doc
I used the commit message format described in CONTRIBUTING
I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

I have added tests that prove my fix is effective or that my feature works (if appropriate)
I have checked that my tests are not configured for a specific region or account (if appropriate)
I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

sagemaker-bot · 2021-07-06T20:54:14Z

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apogupta2018

Approving as tests are flaky and this needs a manual merge.

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ahsan-z-khan added 24 commits July 1, 2021 11:16

add hf model and tests

cf4e9b1

change test marking

bcbee05

change test mark as release

028b971

remove image uri

282fd7a

change conftest to support only training

a46b75d

black-format fixed

91651b0

add py version to hf test

0bad493

update hf integ test

43f34ab

update hf integ test

98e5151

check hf test on tf

839c68a

test image uri

053a854

test tf on hf

56fc48a

change framework name

721ba34

add image tags

f408baf

add container_version

3a5b627

add container_version in model

fed6182

fix black format

f7649ff

add inference test

5ad0510

fix unit tests

8452f5f

test region

7a71337

test entry point

01c8491

fix black format

c95b899

remove pdb

11f4abe

remove print statements

16d2f0a

update container version

b261f98

add processor

b9d6003

update entry_point

81e0d5a

apogupta2018 previously approved these changes Jul 6, 2021

View reviewed changes

remove print statements

fd1efd0

ahsan-z-khan dismissed apogupta2018’s stale review via fd1efd0 July 7, 2021 00:05

apogupta2018 approved these changes Jul 7, 2021

View reviewed changes

ahsan-z-khan merged commit 972379e into aws:master Jul 7, 2021

ahsan-z-khan deleted the hf-model-inference1 branch July 7, 2021 01:34

feature: HuggingFace Inference #2511

feature: HuggingFace Inference #2511

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Merge Checklist

General

Tests

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ahsan-z-khan commented Jul 6, 2021 •

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