Bump the pip group across 9 directories with 15 updates #3 #938
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Bumps the pip group with 1 update in the /compression/gpt2 directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/automatic-speech-recognition directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/fill-mask directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/text-generation directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/text-generation/run-generation-script directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/text2text-generation directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/translation directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 2 updates in the /training/HelloDeepSpeed directory: [transformers](https://github.com/huggingface/transformers) and [tqdm](https://github.com/tqdm/tqdm). Bumps the pip group with 16 updates in the /training/MoQ/huggingface-transformers/examples/research_projects/lxmert directory: | Package | From | To | | --- | --- | --- | | [torch](https://github.com/pytorch/pytorch) | `1.13.1` | `2.2.0` | | [numpy](https://github.com/numpy/numpy) | `1.19.2` | `1.22.0` | | [tqdm](https://github.com/tqdm/tqdm) | `4.48.2` | `4.66.3` | | [certifi](https://github.com/certifi/python-certifi) | `2020.6.20` | `2024.7.4` | | [future](https://github.com/PythonCharmers/python-future) | `0.18.2` | `0.18.3` | | [idna](https://github.com/kjd/idna) | `2.8` | `3.7` | | [jinja2](https://github.com/pallets/jinja) | `2.11.2` | `3.1.4` | | [joblib](https://github.com/joblib/joblib) | `0.16.0` | `1.2.0` | | [jupyter-core](https://github.com/jupyter/jupyter_core) | `4.6.3` | `4.11.2` | | [nbconvert](https://github.com/jupyter/nbconvert) | `6.0.1` | `6.5.1` | | [notebook](https://github.com/jupyter/notebook) | `6.1.5` | `6.4.12` | | [pillow](https://github.com/python-pillow/Pillow) | `7.2.0` | `10.3.0` | | [pyarrow](https://github.com/apache/arrow) | `1.0.1` | `14.0.1` | | [requests](https://github.com/psf/requests) | `2.22.0` | `2.32.2` | | [tornado](https://github.com/tornadoweb/tornado) | `6.0.4` | `6.4.2` | | [urllib3](https://github.com/urllib3/urllib3) | `1.25.8` | `1.26.19` | Updates `transformers` from 4.15.0 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.21.2 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.21.2 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.21.2 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.21.2 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.21.2 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.21.2 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `transformers` from 4.5.1 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.15.0...v4.38.0) Updates `tqdm` from 4.62.3 to 4.66.3 - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.62.3...v4.66.3) Updates `torch` from 1.13.1 to 2.2.0 - [Release notes](https://github.com/pytorch/pytorch/releases) - [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md) - [Commits](pytorch/pytorch@v1.13.1...v2.2.0) Updates `numpy` from 1.19.2 to 1.22.0 - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst) - [Commits](numpy/numpy@v1.19.2...v1.22.0) Updates `tqdm` from 4.48.2 to 4.66.3 - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.62.3...v4.66.3) Updates `certifi` from 2020.6.20 to 2024.7.4 - [Commits](certifi/python-certifi@2020.06.20...2024.07.04) Updates `future` from 0.18.2 to 0.18.3 - [Release notes](https://github.com/PythonCharmers/python-future/releases) - [Changelog](https://github.com/PythonCharmers/python-future/blob/master/docs/changelog.rst) - [Commits](PythonCharmers/python-future@v0.18.2...v0.18.3) Updates `idna` from 2.8 to 3.7 - [Release notes](https://github.com/kjd/idna/releases) - [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.rst) - [Commits](kjd/idna@v2.8...v3.7) Updates `jinja2` from 2.11.2 to 3.1.4 - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@2.11.2...3.1.4) Updates `joblib` from 0.16.0 to 1.2.0 - [Release notes](https://github.com/joblib/joblib/releases) - [Changelog](https://github.com/joblib/joblib/blob/main/CHANGES.rst) - [Commits](joblib/joblib@0.16.0...1.2.0) Updates `jupyter-core` from 4.6.3 to 4.11.2 - [Release notes](https://github.com/jupyter/jupyter_core/releases) - [Changelog](https://github.com/jupyter/jupyter_core/blob/main/CHANGELOG.md) - [Commits](jupyter/jupyter_core@4.6.3...4.11.2) Updates `nbconvert` from 6.0.1 to 6.5.1 - [Release notes](https://github.com/jupyter/nbconvert/releases) - [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md) - [Commits](jupyter/nbconvert@6.0.1...6.5.1) Updates `notebook` from 6.1.5 to 6.4.12 - [Release notes](https://github.com/jupyter/notebook/releases) - [Changelog](https://github.com/jupyter/notebook/blob/main/CHANGELOG.md) - [Commits](jupyter/notebook@6.1.5...6.4.12) Updates `pillow` from 7.2.0 to 10.3.0 - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](python-pillow/Pillow@7.2.0...10.3.0) Updates `pyarrow` from 1.0.1 to 14.0.1 - [Release notes](https://github.com/apache/arrow/releases) - [Commits](apache/arrow@apache-arrow-1.0.1...go/v14.0.1) Updates `requests` from 2.22.0 to 2.32.2 - [Release notes](https://github.com/psf/requests/releases) - [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md) - [Commits](psf/requests@v2.22.0...v2.32.2) Updates `tornado` from 6.0.4 to 6.4.2 - [Changelog](https://github.com/tornadoweb/tornado/blob/v6.4.2/docs/releases.rst) - [Commits](tornadoweb/tornado@v6.0.4...v6.4.2) Updates `urllib3` from 1.25.8 to 1.26.19 - [Release notes](https://github.com/urllib3/urllib3/releases) - [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst) - [Commits](urllib3/urllib3@1.25.8...1.26.19) --- updated-dependencies: - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: tqdm dependency-type: direct:production dependency-group: pip - dependency-name: torch dependency-type: direct:production dependency-group: pip - dependency-name: numpy dependency-type: direct:production dependency-group: pip - dependency-name: tqdm dependency-type: direct:production dependency-group: pip - dependency-name: certifi dependency-type: direct:production dependency-group: pip - dependency-name: future dependency-type: direct:production dependency-group: pip - dependency-name: idna dependency-type: direct:production dependency-group: pip - dependency-name: jinja2 dependency-type: direct:production dependency-group: pip - dependency-name: joblib dependency-type: direct:production dependency-group: pip - dependency-name: jupyter-core dependency-type: direct:production dependency-group: pip - dependency-name: nbconvert dependency-type: direct:production dependency-group: pip - dependency-name: notebook dependency-type: direct:production dependency-group: pip - dependency-name: pillow dependency-type: direct:production dependency-group: pip - dependency-name: pyarrow dependency-type: direct:production dependency-group: pip - dependency-name: requests dependency-type: direct:production dependency-group: pip - dependency-name: tornado dependency-type: direct:production dependency-group: pip - dependency-name: urllib3 dependency-type: direct:production dependency-group: pip ... Signed-off-by: dependabot[bot] <[email protected]>
…-43c0fd7c67 Bump the pip group across 9 directories with 17 updates
Bumps the pip group with 1 update in the /applications/DeepSpeed-VisualChat directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /compression/bert directory: [transformers](https://github.com/huggingface/transformers). Updates `transformers` from 4.33.3 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.33.3...v4.38.0) Updates `transformers` from 4.15.0 to 4.38.0 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.33.3...v4.38.0) --- updated-dependencies: - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip ... Signed-off-by: dependabot[bot] <[email protected]>
…ed-VisualChat/pip-23a1ba7ba1 Bump the pip group across 2 directories with 1 update
Bumps the pip group with 1 update in the /compression/gpt2 directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/automatic-speech-recognition directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/fill-mask directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/text-generation directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/text-generation/run-generation-script directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/text2text-generation directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 1 update in the /inference/huggingface/translation directory: [transformers](https://github.com/huggingface/transformers). Bumps the pip group with 2 updates in the /training/HelloDeepSpeed directory: [transformers](https://github.com/huggingface/transformers) and [tqdm](https://github.com/tqdm/tqdm). Bumps the pip group with 14 updates in the /training/MoQ/huggingface-transformers/examples/research_projects/lxmert directory: | Package | From | To | | --- | --- | --- | | [torch](https://github.com/pytorch/pytorch) | `2.2.0` | `2.5.1` | | [numpy](https://github.com/numpy/numpy) | `1.22.0` | `2.1.3` | | [tqdm](https://github.com/tqdm/tqdm) | `4.66.3` | `4.67.0` | | [certifi](https://github.com/certifi/python-certifi) | `2024.7.4` | `2024.8.30` | | [future](https://github.com/PythonCharmers/python-future) | `0.18.3` | `1.0.0` | | [idna](https://github.com/kjd/idna) | `3.7` | `3.10` | | [joblib](https://github.com/joblib/joblib) | `1.2.0` | `1.4.2` | | [jupyter-core](https://github.com/jupyter/jupyter_core) | `4.11.2` | `5.7.2` | | [nbconvert](https://github.com/jupyter/nbconvert) | `6.5.1` | `7.16.4` | | [notebook](https://github.com/jupyter/notebook) | `6.4.12` | `7.2.2` | | [pillow](https://github.com/python-pillow/Pillow) | `10.3.0` | `11.0.0` | | [pyarrow](https://github.com/apache/arrow) | `14.0.1` | `18.0.0` | | [requests](https://github.com/psf/requests) | `2.32.2` | `2.32.3` | | [urllib3](https://github.com/urllib3/urllib3) | `1.26.19` | `2.2.3` | Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `transformers` from 4.38.0 to 4.46.3 - [Release notes](https://github.com/huggingface/transformers/releases) - [Commits](huggingface/transformers@v4.38.0...v4.46.3) Updates `tqdm` from 4.66.3 to 4.67.0 - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.66.3...v4.67.0) Updates `torch` from 2.2.0 to 2.5.1 - [Release notes](https://github.com/pytorch/pytorch/releases) - [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md) - [Commits](pytorch/pytorch@v2.2.0...v2.5.1) Updates `numpy` from 1.22.0 to 2.1.3 - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst) - [Commits](numpy/numpy@v1.22.0...v2.1.3) Updates `tqdm` from 4.66.3 to 4.67.0 - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.66.3...v4.67.0) Updates `certifi` from 2024.7.4 to 2024.8.30 - [Commits](certifi/python-certifi@2024.07.04...2024.08.30) Updates `future` from 0.18.3 to 1.0.0 - [Release notes](https://github.com/PythonCharmers/python-future/releases) - [Changelog](https://github.com/PythonCharmers/python-future/blob/master/docs/changelog.rst) - [Commits](PythonCharmers/python-future@v0.18.3...v1.0.0) Updates `idna` from 3.7 to 3.10 - [Release notes](https://github.com/kjd/idna/releases) - [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.rst) - [Commits](kjd/idna@v3.7...v3.10) Updates `joblib` from 1.2.0 to 1.4.2 - [Release notes](https://github.com/joblib/joblib/releases) - [Changelog](https://github.com/joblib/joblib/blob/main/CHANGES.rst) - [Commits](joblib/joblib@1.2.0...1.4.2) Updates `jupyter-core` from 4.11.2 to 5.7.2 - [Release notes](https://github.com/jupyter/jupyter_core/releases) - [Changelog](https://github.com/jupyter/jupyter_core/blob/main/CHANGELOG.md) - [Commits](jupyter/jupyter_core@4.11.2...v5.7.2) Updates `nbconvert` from 6.5.1 to 7.16.4 - [Release notes](https://github.com/jupyter/nbconvert/releases) - [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md) - [Commits](jupyter/nbconvert@6.5.1...v7.16.4) Updates `notebook` from 6.4.12 to 7.2.2 - [Release notes](https://github.com/jupyter/notebook/releases) - [Changelog](https://github.com/jupyter/notebook/blob/@jupyter-notebook/[email protected]/CHANGELOG.md) - [Commits](https://github.com/jupyter/notebook/compare/6.4.12...@jupyter-notebook/[email protected]) Updates `pillow` from 10.3.0 to 11.0.0 - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](python-pillow/Pillow@10.3.0...11.0.0) Updates `pyarrow` from 14.0.1 to 18.0.0 - [Release notes](https://github.com/apache/arrow/releases) - [Commits](apache/arrow@go/v14.0.1...apache-arrow-18.0.0) Updates `requests` from 2.32.2 to 2.32.3 - [Release notes](https://github.com/psf/requests/releases) - [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md) - [Commits](psf/requests@v2.32.2...v2.32.3) Updates `urllib3` from 1.26.19 to 2.2.3 - [Release notes](https://github.com/urllib3/urllib3/releases) - [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst) - [Commits](urllib3/urllib3@1.26.19...2.2.3) --- updated-dependencies: - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: transformers dependency-type: direct:production dependency-group: pip - dependency-name: tqdm dependency-type: direct:production dependency-group: pip - dependency-name: torch dependency-type: direct:production dependency-group: pip - dependency-name: numpy dependency-type: direct:production dependency-group: pip - dependency-name: tqdm dependency-type: direct:production dependency-group: pip - dependency-name: certifi dependency-type: direct:production dependency-group: pip - dependency-name: future dependency-type: direct:production dependency-group: pip - dependency-name: idna dependency-type: direct:production dependency-group: pip - dependency-name: joblib dependency-type: direct:production dependency-group: pip - dependency-name: jupyter-core dependency-type: direct:production dependency-group: pip - dependency-name: nbconvert dependency-type: direct:production dependency-group: pip - dependency-name: notebook dependency-type: direct:production dependency-group: pip - dependency-name: pillow dependency-type: direct:production dependency-group: pip - dependency-name: pyarrow dependency-type: direct:production dependency-group: pip - dependency-name: requests dependency-type: direct:production dependency-group: pip - dependency-name: urllib3 dependency-type: direct:production dependency-group: pip ... Signed-off-by: dependabot[bot] <[email protected]>
…-6b7ccbe0aa Bump the pip group across 9 directories with 15 updates
Bumps the pip group with 1 update in the /training/MoQ/huggingface-transformers/examples/research_projects/lxmert directory: [jinja2](https://github.com/pallets/jinja). Updates `jinja2` from 3.1.4 to 3.1.5 - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.4...3.1.5) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production dependency-group: pip ... Signed-off-by: dependabot[bot] <[email protected]>
…face-transformers/examples/research_projects/lxmert/pip-e49d2f513e Bump jinja2 from 3.1.4 to 3.1.5 in /training/MoQ/huggingface-transformers/examples/research_projects/lxmert in the pip group across 1 directory
loadams
reviewed
Jan 21, 2025
loadams
approved these changes
Jan 21, 2025
Y UPDATE MANUAL PYGMENTS TXT 2,15,0
Update requirements.txt
Add comments to various files to summarize their purpose and functionality, and explain the purpose of specific classes, methods, and functions. * **applications/DeepSpeed-Chat/chat.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of the main block, arguments, and command being executed. * **applications/DeepSpeed-Chat/dschat/rlhf/ppo_trainer.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of the class, constructor, and specific methods. * **applications/DeepSpeed-Chat/dschat/rlhf/rlhf_engine.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of the class, constructor, and specific methods. * **applications/DeepSpeed-Chat/dschat/utils/data/data_utils.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of specific functions and the class. * **applications/DeepSpeed-Chat/dschat/utils/data/raw_datasets.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of the class, constructor, and specific methods. * **applications/DeepSpeed-Chat/dschat/utils/model/model_utils.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of specific functions. * **applications/DeepSpeed-Chat/dschat/utils/model/reward_model.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of the class, constructor, and specific methods. * **applications/DeepSpeed-Chat/e2e_rlhf.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of specific functions. * **applications/DeepSpeed-Chat/training/step1_supervised_finetuning/README.md** - Add sections summarizing the purpose and functionality of the supervised finetuning step. - Add sections explaining the training process, evaluation of the SFT checkpoint, and describing models and datasets used. - Add a section providing prompt examples from the OPT-1.3B model and its SFT variants. * **applications/DeepSpeed-Chat/training/step2_dpo_finetuning/README.md** - Add sections summarizing the purpose and functionality of the DPO finetuning step. - Add sections explaining the training process, evaluation of the DPO checkpoint, and describing datasets used. * **applications/DeepSpeed-Chat/training/step2_reward_model_finetuning/README.md** - Add sections summarizing the purpose and functionality of the reward model finetuning step. - Add sections explaining the training process, evaluation of the reward model checkpoint, and describing datasets used. - Add a section providing evaluation examples from the 350M reward model. * **applications/DeepSpeed-Chat/training/step3_rlhf_finetuning/README.md** - Add sections summarizing the purpose and functionality of the RLHF finetuning step. - Add sections explaining memory management techniques, DeepSpeed Hybrid Engine, training process, and evaluation of RLHF finetuning results. * **applications/DeepSpeed-Chat/training/step3_rlhf_finetuning/main.py** - Add comments summarizing the file's purpose and functionality. - Add comments explaining the purpose of specific functions and the main block. --- For more details, open the [Copilot Workspace session](https://copilot-workspace.githubnext.com/akaday/DeepSpeedExamples?shareId=XXXX-XXXX-XXXX-XXXX).
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