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documentation: fix typo in MXNet documentation - #1575
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metrizable pushed a commit
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Jun 15, 2020
Co-authored-by: Chuyang <chuyangdeng@gmail.com>
pintaoz-aws pushed a commit
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Dec 4, 2024
pintaoz-aws added a commit
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Dec 4, 2024
* Base model trainer (#1521) * Base model trainer * flake8 * add testing notebook * add param validation & set defaults * Implement simple train method * feature: support script mode with local train.sh (#1523) * feature: support script mode with local train.sh * Stop tracking train.sh and add it to .gitignore * update message * make dir if not exist * fix docs * fix: docstyle * Address comments * fix hyperparams * Revert pydantic custom error * pylint * Image Spec refactoring and updates (#1525) * Image Spec refactoring and updates * Unit tests and update function for Image Spec * Fix hugging face test * Fix Tests * Add unit tests for ModelTrainer (#1527) * Add unit tests for ModelTrainer * Flake8 * format * Add example notebook (#1528) * Add testing notebook * format * use smaller data * remove large dataset * update * pylint * flake8 * ignore docstyle in directories with test * format * format * Add enviornment variable bootstrapping script (#1530) * Add enviornment variables scripts * format * fix comment * add docstrings * fix comment * feature: add utility function to capture local snapshot (#1524) * local snapshot * Update pip list command * Remove function calls * Address comments * Address comments * Support intelligent parameters (#1540) * Support intelligent parameters * fix codestyle * Revert Image Spec (#1541) * Cleanup ModelTrainer (#1542) * General image builder (#1546) * General image builder * General image builder * Fix codestyle * Fix codestyle * Move location * Add warnings * Add integ tests * Fix integ test * Fix integ test * Fix region error * Add region * Latest Container Image (#1545) * Latest Container Image * Test Fixes * Parameterized tests and some logic updates * Test fixes * Move to Image URI * Fixes for unit test * Fixes for unit test * Fix codestyle error checks * Cleanup ModelTrainer code (#1552) * Single container local mode training * Add wait argument * Implement helper funtions * Add helper functions * Fix bugs * Fix codestyle * feat: add pre-processing and post-processing logic to inference_spec (#1560) * add pre-processing and post-processing logic to inference_spec * fix format * make accept_type and content_type optional * remove accept_type and content_type from pre/post processing * correct typo * Fix test and codestyle * Add Distributed Training Support Model Trainer (#1536) * Add tests * Add path to set Additional Settings in ModelTrainer (#1555) * Added example notebook * Fix codestyle * Address comments * resolve merge conflict * Support multi container local training (#1576) * Fix codestyle * Mask Sensitive Env Logs in Container (#1568) * Fix bug in script mode setup ModelTrainer (#1575) * Support multi container local training * Merge branch 'single_container_local_training' into multi_container_local_training * Update unit tests --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> * Remove LocalTrainingJob class * Bypass pydantic check * Add example --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> Co-authored-by: Gokul Anantha Narayanan <166456257+nargokul@users.noreply.github.com> Co-authored-by: Pravali Uppugunduri <46845440+pravali96@users.noreply.github.com>
pintaoz-aws added a commit
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Dec 4, 2024
* Base model trainer (#1521) * Base model trainer * flake8 * add testing notebook * add param validation & set defaults * Implement simple train method * feature: support script mode with local train.sh (#1523) * feature: support script mode with local train.sh * Stop tracking train.sh and add it to .gitignore * update message * make dir if not exist * fix docs * fix: docstyle * Address comments * fix hyperparams * Revert pydantic custom error * pylint * Image Spec refactoring and updates (#1525) * Image Spec refactoring and updates * Unit tests and update function for Image Spec * Fix hugging face test * Fix Tests * Add unit tests for ModelTrainer (#1527) * Add unit tests for ModelTrainer * Flake8 * format * Add example notebook (#1528) * Add testing notebook * format * use smaller data * remove large dataset * update * pylint * flake8 * ignore docstyle in directories with test * format * format * Add enviornment variable bootstrapping script (#1530) * Add enviornment variables scripts * format * fix comment * add docstrings * fix comment * feature: add utility function to capture local snapshot (#1524) * local snapshot * Update pip list command * Remove function calls * Address comments * Address comments * Support intelligent parameters (#1540) * Support intelligent parameters * fix codestyle * Revert Image Spec (#1541) * Cleanup ModelTrainer (#1542) * General image builder (#1546) * General image builder * General image builder * Fix codestyle * Fix codestyle * Move location * Add warnings * Add integ tests * Fix integ test * Fix integ test * Fix region error * Add region * Latest Container Image (#1545) * Latest Container Image * Test Fixes * Parameterized tests and some logic updates * Test fixes * Move to Image URI * Fixes for unit test * Fixes for unit test * Fix codestyle error checks * Cleanup ModelTrainer code (#1552) * feat: add pre-processing and post-processing logic to inference_spec (#1560) * add pre-processing and post-processing logic to inference_spec * fix format * make accept_type and content_type optional * remove accept_type and content_type from pre/post processing * correct typo * Add Distributed Training Support Model Trainer (#1536) * Add path to set Additional Settings in ModelTrainer (#1555) * feature: support HuggingFace models with JumpStart configs * Update bucket name for the model mapping * Mask Sensitive Env Logs in Container (#1568) * Fix unit test * Fix bug in script mode setup ModelTrainer (#1575) * Save mapping as attribute * Fix style issues * Fix style issues * Fix: bypass jumpstart mapping when not in endpoint mode * Skip JS model mapping with env vars or image URI provided * Revert "Merge branch 'aws:master' into dev-morpheus" This reverts commit 26a0b0bb37e0343b3287f5c5c484df22726fc858, reversing changes made to d19d4e178442be4b6e1d07d55498dd76dfac50f0. * Merge branch 'aws:master' into dev-morpheus This reverts commit 076442bd83e5ca977bf5b6ce1b716474d2794feb. * Rebase on master-morpheus * Fix unit test description * Fix TEI integ test * Fix style issue * Fix style issues * Fix schema builder integ tests * Fix TEI integ test * Fix code style issue --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> Co-authored-by: Gokul Anantha Narayanan <166456257+nargokul@users.noreply.github.com> Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com> Co-authored-by: Pravali Uppugunduri <46845440+pravali96@users.noreply.github.com> Co-authored-by: Xiong Zeng <xionzeng@amazon.com> Co-authored-by: Gary Wang <38331932+gwang111@users.noreply.github.com>
pintaoz-aws pushed a commit
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Dec 4, 2024
pintaoz-aws added a commit
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Dec 4, 2024
* Base model trainer (#1521) * Base model trainer * flake8 * add testing notebook * add param validation & set defaults * Implement simple train method * feature: support script mode with local train.sh (#1523) * feature: support script mode with local train.sh * Stop tracking train.sh and add it to .gitignore * update message * make dir if not exist * fix docs * fix: docstyle * Address comments * fix hyperparams * Revert pydantic custom error * pylint * Image Spec refactoring and updates (#1525) * Image Spec refactoring and updates * Unit tests and update function for Image Spec * Fix hugging face test * Fix Tests * Add unit tests for ModelTrainer (#1527) * Add unit tests for ModelTrainer * Flake8 * format * Add example notebook (#1528) * Add testing notebook * format * use smaller data * remove large dataset * update * pylint * flake8 * ignore docstyle in directories with test * format * format * Add enviornment variable bootstrapping script (#1530) * Add enviornment variables scripts * format * fix comment * add docstrings * fix comment * feature: add utility function to capture local snapshot (#1524) * local snapshot * Update pip list command * Remove function calls * Address comments * Address comments * Support intelligent parameters (#1540) * Support intelligent parameters * fix codestyle * Revert Image Spec (#1541) * Cleanup ModelTrainer (#1542) * General image builder (#1546) * General image builder * General image builder * Fix codestyle * Fix codestyle * Move location * Add warnings * Add integ tests * Fix integ test * Fix integ test * Fix region error * Add region * Latest Container Image (#1545) * Latest Container Image * Test Fixes * Parameterized tests and some logic updates * Test fixes * Move to Image URI * Fixes for unit test * Fixes for unit test * Fix codestyle error checks * Cleanup ModelTrainer code (#1552) * Single container local mode training * Add wait argument * Implement helper funtions * Add helper functions * Fix bugs * Fix codestyle * feat: add pre-processing and post-processing logic to inference_spec (#1560) * add pre-processing and post-processing logic to inference_spec * fix format * make accept_type and content_type optional * remove accept_type and content_type from pre/post processing * correct typo * Fix test and codestyle * Add Distributed Training Support Model Trainer (#1536) * Add tests * Add path to set Additional Settings in ModelTrainer (#1555) * Added example notebook * Fix codestyle * Address comments * resolve merge conflict * Support multi container local training (#1576) * Fix codestyle * Mask Sensitive Env Logs in Container (#1568) * Fix bug in script mode setup ModelTrainer (#1575) * Support multi container local training * Merge branch 'single_container_local_training' into multi_container_local_training * Update unit tests --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> * Remove LocalTrainingJob class * Bypass pydantic check * Add example --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> Co-authored-by: Gokul Anantha Narayanan <166456257+nargokul@users.noreply.github.com> Co-authored-by: Pravali Uppugunduri <46845440+pravali96@users.noreply.github.com>
pintaoz-aws added a commit
that referenced
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Dec 4, 2024
* Base model trainer (#1521) * Base model trainer * flake8 * add testing notebook * add param validation & set defaults * Implement simple train method * feature: support script mode with local train.sh (#1523) * feature: support script mode with local train.sh * Stop tracking train.sh and add it to .gitignore * update message * make dir if not exist * fix docs * fix: docstyle * Address comments * fix hyperparams * Revert pydantic custom error * pylint * Image Spec refactoring and updates (#1525) * Image Spec refactoring and updates * Unit tests and update function for Image Spec * Fix hugging face test * Fix Tests * Add unit tests for ModelTrainer (#1527) * Add unit tests for ModelTrainer * Flake8 * format * Add example notebook (#1528) * Add testing notebook * format * use smaller data * remove large dataset * update * pylint * flake8 * ignore docstyle in directories with test * format * format * Add enviornment variable bootstrapping script (#1530) * Add enviornment variables scripts * format * fix comment * add docstrings * fix comment * feature: add utility function to capture local snapshot (#1524) * local snapshot * Update pip list command * Remove function calls * Address comments * Address comments * Support intelligent parameters (#1540) * Support intelligent parameters * fix codestyle * Revert Image Spec (#1541) * Cleanup ModelTrainer (#1542) * General image builder (#1546) * General image builder * General image builder * Fix codestyle * Fix codestyle * Move location * Add warnings * Add integ tests * Fix integ test * Fix integ test * Fix region error * Add region * Latest Container Image (#1545) * Latest Container Image * Test Fixes * Parameterized tests and some logic updates * Test fixes * Move to Image URI * Fixes for unit test * Fixes for unit test * Fix codestyle error checks * Cleanup ModelTrainer code (#1552) * feat: add pre-processing and post-processing logic to inference_spec (#1560) * add pre-processing and post-processing logic to inference_spec * fix format * make accept_type and content_type optional * remove accept_type and content_type from pre/post processing * correct typo * Add Distributed Training Support Model Trainer (#1536) * Add path to set Additional Settings in ModelTrainer (#1555) * feature: support HuggingFace models with JumpStart configs * Update bucket name for the model mapping * Mask Sensitive Env Logs in Container (#1568) * Fix unit test * Fix bug in script mode setup ModelTrainer (#1575) * Save mapping as attribute * Fix style issues * Fix style issues * Fix: bypass jumpstart mapping when not in endpoint mode * Skip JS model mapping with env vars or image URI provided * Revert "Merge branch 'aws:master' into dev-morpheus" This reverts commit 26a0b0bb37e0343b3287f5c5c484df22726fc858, reversing changes made to d19d4e178442be4b6e1d07d55498dd76dfac50f0. * Merge branch 'aws:master' into dev-morpheus This reverts commit 076442bd83e5ca977bf5b6ce1b716474d2794feb. * Rebase on master-morpheus * Fix unit test description * Fix TEI integ test * Fix style issue * Fix style issues * Fix schema builder integ tests * Fix TEI integ test * Fix code style issue --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> Co-authored-by: Gokul Anantha Narayanan <166456257+nargokul@users.noreply.github.com> Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com> Co-authored-by: Pravali Uppugunduri <46845440+pravali96@users.noreply.github.com> Co-authored-by: Xiong Zeng <xionzeng@amazon.com> Co-authored-by: Gary Wang <38331932+gwang111@users.noreply.github.com>
Evan-W-ang added a commit
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Jun 8, 2026
Co-authored-by: Chuyang <chuyangdeng@gmail.com>
Evan-W-ang added a commit
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Jun 8, 2026
Evan-W-ang added a commit
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Jun 8, 2026
* Base model trainer (aws#1521) * Base model trainer * flake8 * add testing notebook * add param validation & set defaults * Implement simple train method * feature: support script mode with local train.sh (aws#1523) * feature: support script mode with local train.sh * Stop tracking train.sh and add it to .gitignore * update message * make dir if not exist * fix docs * fix: docstyle * Address comments * fix hyperparams * Revert pydantic custom error * pylint * Image Spec refactoring and updates (aws#1525) * Image Spec refactoring and updates * Unit tests and update function for Image Spec * Fix hugging face test * Fix Tests * Add unit tests for ModelTrainer (aws#1527) * Add unit tests for ModelTrainer * Flake8 * format * Add example notebook (aws#1528) * Add testing notebook * format * use smaller data * remove large dataset * update * pylint * flake8 * ignore docstyle in directories with test * format * format * Add enviornment variable bootstrapping script (aws#1530) * Add enviornment variables scripts * format * fix comment * add docstrings * fix comment * feature: add utility function to capture local snapshot (aws#1524) * local snapshot * Update pip list command * Remove function calls * Address comments * Address comments * Support intelligent parameters (aws#1540) * Support intelligent parameters * fix codestyle * Revert Image Spec (aws#1541) * Cleanup ModelTrainer (aws#1542) * General image builder (aws#1546) * General image builder * General image builder * Fix codestyle * Fix codestyle * Move location * Add warnings * Add integ tests * Fix integ test * Fix integ test * Fix region error * Add region * Latest Container Image (aws#1545) * Latest Container Image * Test Fixes * Parameterized tests and some logic updates * Test fixes * Move to Image URI * Fixes for unit test * Fixes for unit test * Fix codestyle error checks * Cleanup ModelTrainer code (aws#1552) * Single container local mode training * Add wait argument * Implement helper funtions * Add helper functions * Fix bugs * Fix codestyle * feat: add pre-processing and post-processing logic to inference_spec (aws#1560) * add pre-processing and post-processing logic to inference_spec * fix format * make accept_type and content_type optional * remove accept_type and content_type from pre/post processing * correct typo * Fix test and codestyle * Add Distributed Training Support Model Trainer (aws#1536) * Add tests * Add path to set Additional Settings in ModelTrainer (aws#1555) * Added example notebook * Fix codestyle * Address comments * resolve merge conflict * Support multi container local training (aws#1576) * Fix codestyle * Mask Sensitive Env Logs in Container (aws#1568) * Fix bug in script mode setup ModelTrainer (aws#1575) * Support multi container local training * Merge branch 'single_container_local_training' into multi_container_local_training * Update unit tests --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> * Remove LocalTrainingJob class * Bypass pydantic check * Add example --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> Co-authored-by: Gokul Anantha Narayanan <166456257+nargokul@users.noreply.github.com> Co-authored-by: Pravali Uppugunduri <46845440+pravali96@users.noreply.github.com>
Evan-W-ang added a commit
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that referenced
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Jun 8, 2026
* Base model trainer (aws#1521) * Base model trainer * flake8 * add testing notebook * add param validation & set defaults * Implement simple train method * feature: support script mode with local train.sh (aws#1523) * feature: support script mode with local train.sh * Stop tracking train.sh and add it to .gitignore * update message * make dir if not exist * fix docs * fix: docstyle * Address comments * fix hyperparams * Revert pydantic custom error * pylint * Image Spec refactoring and updates (aws#1525) * Image Spec refactoring and updates * Unit tests and update function for Image Spec * Fix hugging face test * Fix Tests * Add unit tests for ModelTrainer (aws#1527) * Add unit tests for ModelTrainer * Flake8 * format * Add example notebook (aws#1528) * Add testing notebook * format * use smaller data * remove large dataset * update * pylint * flake8 * ignore docstyle in directories with test * format * format * Add enviornment variable bootstrapping script (aws#1530) * Add enviornment variables scripts * format * fix comment * add docstrings * fix comment * feature: add utility function to capture local snapshot (aws#1524) * local snapshot * Update pip list command * Remove function calls * Address comments * Address comments * Support intelligent parameters (aws#1540) * Support intelligent parameters * fix codestyle * Revert Image Spec (aws#1541) * Cleanup ModelTrainer (aws#1542) * General image builder (aws#1546) * General image builder * General image builder * Fix codestyle * Fix codestyle * Move location * Add warnings * Add integ tests * Fix integ test * Fix integ test * Fix region error * Add region * Latest Container Image (aws#1545) * Latest Container Image * Test Fixes * Parameterized tests and some logic updates * Test fixes * Move to Image URI * Fixes for unit test * Fixes for unit test * Fix codestyle error checks * Cleanup ModelTrainer code (aws#1552) * feat: add pre-processing and post-processing logic to inference_spec (aws#1560) * add pre-processing and post-processing logic to inference_spec * fix format * make accept_type and content_type optional * remove accept_type and content_type from pre/post processing * correct typo * Add Distributed Training Support Model Trainer (aws#1536) * Add path to set Additional Settings in ModelTrainer (aws#1555) * feature: support HuggingFace models with JumpStart configs * Update bucket name for the model mapping * Mask Sensitive Env Logs in Container (aws#1568) * Fix unit test * Fix bug in script mode setup ModelTrainer (aws#1575) * Save mapping as attribute * Fix style issues * Fix style issues * Fix: bypass jumpstart mapping when not in endpoint mode * Skip JS model mapping with env vars or image URI provided * Revert "Merge branch 'aws:master' into dev-morpheus" This reverts commit 26a0b0bb37e0343b3287f5c5c484df22726fc858, reversing changes made to d19d4e178442be4b6e1d07d55498dd76dfac50f0. * Merge branch 'aws:master' into dev-morpheus This reverts commit 076442bd83e5ca977bf5b6ce1b716474d2794feb. * Rebase on master-morpheus * Fix unit test description * Fix TEI integ test * Fix style issue * Fix style issues * Fix schema builder integ tests * Fix TEI integ test * Fix code style issue --------- Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com> Co-authored-by: Gokul Anantha Narayanan <166456257+nargokul@users.noreply.github.com> Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com> Co-authored-by: Pravali Uppugunduri <46845440+pravali96@users.noreply.github.com> Co-authored-by: Xiong Zeng <xionzeng@amazon.com> Co-authored-by: Gary Wang <38331932+gwang111@users.noreply.github.com>
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unique_name_from_baseto 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.