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Add "How to use ROCm for AI" #3117

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merged 4 commits into from
May 30, 2024
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@peterjunpark peterjunpark commented May 10, 2024

D3
This PR adds a tutorial-like guide on common usage patterns re: using ROCm with deep learning frameworks for training a model, optimizing development, basic fine-tuning, inference and serving.

@amitkumar-amd amitkumar-amd marked this pull request as ready for review May 17, 2024 14:15
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https://rocm.docs.amd.com/projects/rocm-docs-core/en/latest/user_guide/spellcheck.html#

this is a user guide for spell check and how to fix flagged errors

Add PyTorch Docker installation images

Split doc into subtopics

Add metadata

Clean up index

Clean up hugging face guide

Clean up installation guide

Fix rST formatting

Clean up install and train-a-model

Clean up MAD

Delete unused file

Add ref anchors and clean up MAD doc

Add formatting fixes

Update toc and section index

Format some code blocks

Remove install guide and update toc

Chop installation guide

Clean up deployment and hugging face sections

Change headings to end in -ing

Fix spelling in Training a model

Delete MAD and split out install content

Fix formatting

Change words to satisfy spellcheck linter
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

Add helpful links and add review suggestions

Remove fine-tuning link and links to D5 and MAGMA

Update docs/how-to/rocm-for-ai/deploy-your-model.rst

Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com>

Update DeepSpeed link

Add subheading to ML framework installation and closing blurb to hugging face models guide
@peterjunpark peterjunpark deleted the feat/rocm-for-ai branch May 28, 2024 12:44
@peterjunpark peterjunpark restored the feat/rocm-for-ai branch May 28, 2024 12:44
@peterjunpark peterjunpark reopened this May 28, 2024
@andyluo7 andyluo7 marked this pull request as ready for review May 28, 2024 20:58
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@andyluo7
Reordered the topics to:

  1. Installation
  2. Training a model
  3. Running models from Hugging Face
  4. Deploying your model

@samjwu samjwu self-requested a review May 28, 2024 22:28
samjwu
samjwu previously approved these changes May 28, 2024
@peterjunpark peterjunpark merged commit 6a5defb into ROCm:develop May 30, 2024
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peterjunpark added a commit to peterjunpark/ROCm that referenced this pull request May 30, 2024
* Add Using ROCm for AI:wq

Add PyTorch Docker installation images

Split doc into subtopics

Add metadata

Clean up index

Clean up hugging face guide

Clean up installation guide

Fix rST formatting

Clean up install and train-a-model

Clean up MAD

Delete unused file

Add ref anchors and clean up MAD doc

Add formatting fixes

Update toc and section index

Format some code blocks

Remove install guide and update toc

Chop installation guide

Clean up deployment and hugging face sections

Change headings to end in -ing

Fix spelling in Training a model

Delete MAD and split out install content

Fix formatting

Change words to satisfy spellcheck linter

* Add review suggestions and add helpful links

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

Add helpful links and add review suggestions

Remove fine-tuning link and links to D5 and MAGMA

Update docs/how-to/rocm-for-ai/deploy-your-model.rst

Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com>

Update DeepSpeed link

Add subheading to ML framework installation and closing blurb to hugging face models guide

* Reorder topics
peterjunpark added a commit to peterjunpark/ROCm that referenced this pull request May 30, 2024
* Add Using ROCm for AI:wq

Add PyTorch Docker installation images

Split doc into subtopics

Add metadata

Clean up index

Clean up hugging face guide

Clean up installation guide

Fix rST formatting

Clean up install and train-a-model

Clean up MAD

Delete unused file

Add ref anchors and clean up MAD doc

Add formatting fixes

Update toc and section index

Format some code blocks

Remove install guide and update toc

Chop installation guide

Clean up deployment and hugging face sections

Change headings to end in -ing

Fix spelling in Training a model

Delete MAD and split out install content

Fix formatting

Change words to satisfy spellcheck linter

* Add review suggestions and add helpful links

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

Add helpful links and add review suggestions

Remove fine-tuning link and links to D5 and MAGMA

Update docs/how-to/rocm-for-ai/deploy-your-model.rst

Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com>

Update DeepSpeed link

Add subheading to ML framework installation and closing blurb to hugging face models guide

* Reorder topics
peterjunpark added a commit that referenced this pull request May 30, 2024
docs/6.1.1: Add "How to use ROCm for AI" (#3117)
peterjunpark added a commit that referenced this pull request May 30, 2024
docs/6.1.0: Add "How to use ROCm for AI" (#3117)
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4 participants